15 Frameworks For Mastering Machine Learning
This article is a guide for anyone interested in using machine learning frameworks in their organization.
PROJECT OVERVIEW I am building a supplier-readiness SaaS platform (DHML IQ) using: - Frontend: WeWeb (partially complete) - Backend: Xano (database + APIs already structured) This project is NOT for designing a system. This is a strict execution role. You will implement features based on fully defined specifications, API contracts, and UI expectations that I will provide. IMPORTANT: ROLE EXPECTATION This is not a product design or architecture role. You are responsible for: - implementing UI in WeWeb - connecting to Xano APIs - ensuring data flows correctly You are NOT responsible for: - defining logic - designing system behavior - making assumptions about functionality STOP and ask if anything is unclear; do not infer. CURRENT STATE - WeWeb frontend is partially built - Xano ...
I’m building a d...library—accuracy must stay above 95 % in normal lighting. • Simple enrolment screen so customers can capture or upload a reference photo when they schedule the appointment. • Secure local storage or encrypted API calls for facial templates; privacy compliance is a must. • Event hooks so our existing customer-service software can receive check-in status, start a VoIP or chat session, and log the visit. • Clear build instructions and a short test suite that proves identity match, mismatch, and spoofing attempt handling. I’ll be ready to supply UI wireframes, sample data, and API endpoints the moment we kick off. Let me know which facial-recognition stack you prefer and any licensing constraints so we can keep the...
...practical way to spin up a brand-new WhatsApp group that I own and silently populate it with every member of another group where I am only a participant. What I lack is the workflow or tool that can take those numbers and place each person into my new group automatically—no manual invites, no forwarding links one by one. Ideally the solution relies on a small script, macro, or API-based workaround (WhatsApp Business API, Selenium, or another proven method) that: • Creates or lets me create a fresh group where I’m the sole admin • Adds the full contact list in one action, or as close to one action as WhatsApp will allow • Provides clear setup instructions so I can repeat the process later without developer assistance Please advise on any te...
...system must support traditional email-and-password sign-up, popular social log-ins (LinkedIn, Google, Facebook, etc.), plus enterprise-grade single sign-on using SAML or OIDC so larger clients can connect their identity providers without friction. Beyond the public-facing features, I need an administrative console to moderate listings, manage user roles, and pull basic analytics. A clean REST or GraphQL API that mirrors all major functions will keep future mobile or partner integrations simple. Please plan to deliver: • Interactive wireframes or mock-ups for the main flows • Normalized database schema and ERD • Fully implemented authentication/authorization layer • Source code in a Git repository with clear setup instructions • Deployment...
...and in-transit quantities. • Produce an accurate stock valuation that respects my weighted-average method already configured in Tally. I do not mind whether you build the model in TensorFlow, PyTorch or another modern framework—use whatever lets you finish quickly and keep maintenance simple. A neat Python script with an .exe wrapper, or a light web service that Tally can call through ODBC or REST, would both be fine as long as the end result lands in Tally every day without manual intervention. Acceptance criteria • A single-click (or scheduled) job that fetches data from Tally, runs the calculations and writes the finished report back. • Clear mapping documentation so I can see which Tally fields feed each metric. • Source code, brief setup g...
...you’ll handle data fetching, API orchestration, and integration workflows that keep the storefront running smoothly. A big part of the role involves integrating third-party services—things like CMS platforms, search tools, subscriptions, and personalization systems—so experience wiring together multiple systems is important. You’ll also spend time optimizing performance across the stack (client, server, and edge), improving Core Web Vitals, and making sure everything is accessible, SEO-friendly, and stable across browsers. What you’re expected to bring You should have strong full stack experience, especially with React and server-side JavaScript or TypeScript. Prior work with headless Shopify setups is important, particularly using Hydrogen and t...
...inside the deck). • For every tutorial, record a screen-capture video of the Excite workflow. The video must feature on-screen text annotations that explain each step clearly; no spoken audio is required. • Deliver the Excite model files and any supporting data. Milestones & timing • Two-week total timeline. • As soon as you finish a tutorial, share it so I can review while you proceed with the rest. • Mid-project check-in: a brief WhatsApp or Microsoft Teams video call to show preliminary results and align on any corrections. Acceptance criteria • Numerical and visual outputs from AVL Excite closely mirror those in MSC Adams for every tutorial. • PowerPoint decks are clean, logically ordered, and cover each simulation step. • V...
...Progress graph Daily check-in button Motivation message Similar to Quittr dashboard where users track streaks and progress visually 3. Habit / Streak Tracking System Daily check-in (Yes / No) Streak counter (auto reset if failed) History tracking Analytics (weekly / monthly) 4. AI Chat / Support System Simple AI chatbot (like therapist / coach) User can chat anytime Pre-trained responses OR API integration (OpenAI etc.) Quittr also uses AI support for guidance 5. Content Blocking Feature Block specific websites/apps (optional advanced feature) Basic version: allow user to list “triggers” Advanced version: system-level blocking (if possible) Quittr uses blocker to avoid triggers 6. Learning / Content Section Articles / lessons (admin controlled) Categories ...
I want to use WhatsApp Business purely for marketing campaigns that deliver personalised product recommendati... and schedule broadcasts without violating daily limits. I also want basic tracking in place—open rate, click-through to product pages, and resulting purchases—so that performance can be measured and iterated. Deliverables: • Campaign strategy and segmentation plan • Approved message templates for product recommendations • Automation workflow configured inside WhatsApp Business (or via the API) • Step-by-step launch checklist and test run report • Simple performance dashboard or exportable report template The work is complete when a live test shows messages reaching the correct audience segment with the correct products, and m...
...front end, so you’ll need to be comfortable diving straight into that codebase. What I need next: • Crypto payment processing that works seamlessly with Bitcoin and Ethereum from day one, and is architected so we can plug in additional coins without a full rewrite. • A secure user-authentication flow using standard email-and-password login backed by robust Two-Factor Authentication. • Solid API integration work—some endpoints are already documented, others will need to be explored together—so the site can talk to external services in real time. Key expectations • Clean, well-documented PHP (Laravel experience is a plus but not mandatory). • Modern JavaScript practices for any front-facing logic you touch. • Security-fi...
I need my existing chat application’s REST API connected to Zapier so every new conversation, message, and customer detail can flow straight into Salesforce in real time. The chat platform already exposes webhooks for events such as “conversation started”, “message sent”, and “conversation closed”. Your job is to build a Zapier app or a series of Zaps that: • Receive those webhook payloads • Map the data to the correct Salesforce objects (lead, contact, case, or custom objects we agree on) • Push updates back to the chat API when status changes in Salesforce (e.g., case closed) The chat API is fully documented and uses standard JSON over HTTPS with token-based authentication. I have Zapier and Sale...
I have a collection of technical documents—product specs, user manuals, and engineering notes—currently in English that must be rendered with absolute accuracy into both Amharic and Afaan Oromoo. These files will be circulated among Ethiopian field teams and included in regulatory submissions, so every uni...Engineering or ICT subject-matter familiarity is a plus because precise jargon matters more than literal word-for-word rendering. If you work in SDL Trados, MemoQ, or another CAT tool, that’s great for maintaining term consistency, but it isn’t mandatory. The first batch totals roughly 10 000 words. I’d like a midway drop at around 5 000 words so we can confirm terminology before you proceed with the rest. All translations must withstand an interna...
HIRING: WhatsApp Template Compliance & Unblocking Specialist RESPONSIBILITIES Phase 1: Diagnosis & Audit - Analyze flagged templates and identify specific policy violations - Review WhatsApp Business API policies and restrictions - Audit account status and suspension history - Document findings with violation categories and root causes Phase 2: Template Redesign - Rewrite legal notice templates to meet WhatsApp standards while maintaining legal compliance - Develop multi-message sequences instead of bulk templates - Create template versioning document - Build messaging strategy Phase 3: Submission & Recovery - Resubmit templates via WhatsApp Business Manager - File appeals for rejected templates - Monitor approval timelines - Establish fallback templates Phase 4: ...
I am looking for a full time AI engineer we are focused on streamlining government services through automation. We work with various government portals and o...platform, and we’re integrating it with our CRM so we can manage citizen interactions and government workflows in one place. We’re looking for a full-time Automation Engineer to join us and own this integration. You’ll be responsible for automating our government portal processes end-to-end, building APIs to connect SkyVerm with our CRM, and handling all the automation workflows we need. You need solid API integration experience, familiarity with automation platforms, understanding of government systems, and ideally CRM background. You’ll be detail-oriented, work independently, and communicate clearly ...
Please send a proposal only if you actually know what an SMM Panel is, otherwise, don't sned. I want to launch a fully-featured social media marketing pane...flexible access-control system where I can define custom roles beyond the standard Admin / Manager / User tiers. • Integrated payments (credit card and PayPal at minimum) with secure handling of transactions, balance updates, and automatic order crediting. • Real-time order tracking that pulls status updates from supplier APIs and shows clear progress indicators on the dashboard. Clean code, API-ready architecture, and a concise setup guide are essential acceptance criteria. If you have prior SMM panel or SaaS experience and can suggest a modern tech stack that scales smoothly, I’m ready to review yo...
...instantly checks—through an external flight-status API—whether the flight was delayed or cancelled. If the API response confirms a disruption, the user is guided to a short claim form; if the flight landed on time, the app simply returns a polite apology screen and ends the journey. Because I want the experience to feel friction-free, there is no sign-up or login of any kind in this time (maybe later) Scope of work • Build a single code-base targeting both iOS and Android. • Implement right-to-left layout and full Arabic localisation. • Integrate the flight-status REST API (I will supply keys and docs). • Design a modern, sleek interface: clean typography, minimalist colour palette, smooth transitions. • Handl...
...OUTPUT: Excel spreadsheet — best publicly available price per item, source, savings per unit, total savings. Sorted by savings descending. A separate background file captures URLs and quantity-condition detail not included in the primary report. TECH STACK: I’m open to your recommendation. Many supplier sites use JavaScript-rendered pricing, so the solution must handle fully rendered pages. Claude API (Anthropic) is preferred as the AI reasoning engine for product matching and description parsing. Local execution on macOS. IMPORTANT — ARCHITECTURE AND FUTURE STAGES: This is Stage 1 of a deliberately phased 4-stage system. Stage 1 is the only contracted deliverable, but the developer must understand and design for the full roadmap so that foundational decisions m...
I’m ready to bring a reliable, fluent English speaker onto our team who can take full ownership of day-to-day client communication. You will be the friendly, professional voice our international customers hear on phone calls and see in video conferences, ensuring their questions are answered promptly and their concerns are relayed accurately to the rest of the team. This role is strictly communication-focused—there’s no need to draft formal reports or lengthy documentation. Instead, I’m looking for someone who can keep conversations clear, maintain concise notes in our shared workspace, and flag any actionable items so we can move projects forward smoothly. We work across multiple time zones, so comfort with flexible scheduling is essential. If you’re...
...waiting below, and—within a fraction of a second—decides whether it’s safe to drop the parcel. Here’s what the system must do: • Detect and recognise faces in real time from a moving drone, outdoors, in daylight or at night. • Run on a light edge device carried by the drone (Jetson Xavier NX or similar) or stream efficiently to a ground server if you have a smarter approach. • Expose a clean API that returns the recognised ID, confidence score, and a yes/no flag my flight-control software can act on. • Allow me to enrol new authorised faces quickly—either by uploading images or shooting a short video clip. Deliverables 1. Trained model (TensorFlow, PyTorch, or ONNX) with all weights and source code. 2. Companion-computer...
...area: granular reporting on postings, applications, user growth, and revenue; role-based access control; CMS blocks for static pages. Because I plan to release native apps alongside the website, an API layer (REST or GraphQL) that the mobile front ends already consume—or can easily be extended to—will be a deciding factor. If you have ready-made Flutter, React Native, or similar mobile shells that simply plug into the same back-end, highlight that in your bid. Deliverables on hand-off: 1. Full PHP/MySQL source code of the job portal (web). 2. Source of the Android and iOS apps tied to the same API. 3. SQL dump / migration files for quick installation. 4. Setup guide plus brief technical documentation so I can continue customising the platform wit...
...developer who can turn my e-commerce idea into a fully functional Android app. The core features I have in mind include: • Product catalog with search and category filters • Secure user registration, login, and profile management • Shopping cart and checkout flow that supports major payment gateways • Order history and basic push notifications for status updates • Simple admin interface or API hooks so I can add, edit, or remove products without rebuilding the app Clean, maintainable code written in Kotlin or Java is preferred, and the final build must be ready for submission to Google Play. If you have experience integrating payment APIs, optimizing for varied screen sizes, and following Google’s material design guidelines, you’ll b...
Looking for a Python developer to build a script that connects to an external API, fetches data, processes it, and exports clean reports into Excel. The script should handle errors properly (like failed API calls), and the code should be well-structured so it’s easy to update later. Simple logging for tracking runs would be a plus.
...that understands intent, manages context, and replies accurately in real time. You will own the entire NLP pipeline—from preparing the data right through to deploying a trained model that plugs cleanly into my C#/ASP.NET Core back end. I’ll supply domain-specific dialogue examples and hosting. Your job is to choose or fine-tune the appropriate model, train and evaluate it, and expose a lightweight API that my front end can call. , TensorFlow, or Azure Cognitive Services are all acceptable as long as the final solution remains self-contained in the Microsoft stack and is easy for me to maintain. Deliverables • Fully commented .NET source code for the chatbot service • Trained model files and any training scripts • Step-by-step deployment and conf...
... report, activity modules) Advanced Moodle extension using APIs (without core modification) Designing scalable multi-tenant learning systems Building automation tools (CLI scripts, bulk operations, smart enrollment systems) API integrations with ERP, CRM, and HR systems AI integration (e.g., ChatGPT APIs for adaptive learning & content generation) Performance optimization and database tuning Secure upgrade management and DevOps practices (CI/CD, Docker preferred) Required Expertise: Strong PHP (OOP) and modern JavaScript (ES6+) Deep knowledge of Moodle APIs (Form API, DML, Events, External APIs) Experience with MySQL/MariaDB/PostgreSQL optimization Linux server administration (Nginx/Apache, PHP-FPM) Proven experience in building scalable LMS architectures Nice to ...
...returns the current user address. The Report and Formatter agent summarises the information given to it, formats it into an acceptable output and returns that to the users chat session. The underlying host infrastructure is an enterprise level setup and you can consider that general security best practice is surrounding this system. The back-end LLM is a frontier model utilized through a third party API call to the provider. NOTE - i want to create a PPT for this to describe in highly technical use case with showing the best security solution using aws cloud for example..like how you will secure each point .pls see the attached screenshot...
...off, I’m looking for one partner who is equally strong in persuasive sales copy, flow automation, and conversational AI. Here’s the vision: • Copywriting: Every message—from the first “hello” to the final upsell—should read like a seasoned closer wrote it, reflecting brand voice and proven persuasion frameworks. • Automation: Flows have to fire flawlessly through the official WhatsApp Business API (or an equivalent provider such as Twilio) and sync with my CRM and payment gateway. Triggers, tags, segmentation, and fallback paths are essential. • Conversational AI: The bot should understand intent, handle FAQs, route to a human when necessary, and keep learning. Leveraging GPT, Dialogflow, or similar NLP stacks is fine as lo...
... • Functional depth first: 13 individual modules (booking, dispatch, driver tracking, pricing, invoicing, SMS/email marketing, and the rest) must be exercised in real-world workflows for all six user roles. • Security with special focus on tenant-to-tenant isolation. Authentication, authorization, injection vectors, and PCI areas still need attention, but isolation is the non-negotiable baseline. • Load and performance baselines under realistic concurrency. • Usability feedback from the perspective of each role. • Cross-browser verification (latest Chrome, Firefox, Safari, Edge) and true mobile coverage on real devices—not emulators. • RESTful API verification for both happy-path and negative scenarios. • Compliance spot...
I need a fully-automated trading bot that connects to my Zerodha stock-trading account and executes a pure trend-following strategy whenever I launch it. The core functions I am looking for are: • Secure login to the Zerodha Kite API (session handling, token refresh). • Real-time market data pull, signal generation based on moving-average or similar trend filters that we can fine-tune together. • Order management capable of placing, modifying, and exiting positions automatically, with built-in safeguards for slippage and connectivity drops. • Simple start/stop interface—command-line or lightweight GUI is fine—as long as I can toggle the strategy on and off during market hours and see live P&L and position status. • Clean logging and ...
I need a solution that continuously pulls fresh information from two different channels and hands it back to me in a clean, structured way. The text comes from an API I already have access to, while the images should be fetched directly from social-media endpoints. Here is what matters most to me: • Real-time or near real-time collection, so new records appear in the output within minutes of going live. • A single workflow that grabs the text from the API and the images from the social platform, then stores everything together—ideally in JSON or a lightweight database. • Resilient error handling (rate-limits, retries, logging) and clear documentation so I can run or extend the script later. Python is my usual stack, but I’m open to any ...
...Android mobile application for my existing website: https://trustserve.store. The app must NOT be a WebView. I need a proper Flutter-based mobile application that is fully connected to my WordPress backend using REST API, so that all data between the website and the app stays completely synchronized. Project Overview: My website is a real estate and classified listings platform (similar to OLX). The mobile app should act as a frontend and fetch/send all data from/to the website database via API. Core Requirements: - Develop a Flutter-based Android app - Integrate with WordPress REST API - Fetch listings, categories, and user data from website - Allow users to post ads (data must be stored on website) - User authentication system (Google Sign-In + m...
We are looking for an experienced developer/team to build a custom Affiliate Marketing System for our SaaS e-commerce platform. The system should allow affiliates to generate referral links, track their performance, and earn commissions based on successful subscriptions. Key Features: - Affiliate dashboard (signup/login, referral link generation, stats) - Referral tracking integ...Backend: PHP Laravel - Database: MySQL - Authentication: JWT or token-based Requirements: - Clean, scalable code - Simple and effective system - UI matching our platform design Deliverables: - Full system (Frontend + Backend) - Affiliate dashboard - Admin dashboard - Tracking & commission system - Basic documentation Note: No need for separate landing pages. System should be scalable for future API...
...granted) and deliver a written report with recommendations. - GC Flow Robustness — Fix reselection loops, End block placement, timer conflicts (ticket SLA vs GC wait vs user inactivity), and offscript input handling. - CSAT Survey Automation — Bilingual twice-yearly survey, sent only to users who interacted on the target date. - VIP Chatbot Flow — Separate GC flow for repeat customers, including custom API integration (feasibility to be confirmed in M1). Who we're looking for: Demonstrated hands-on experience with Zoho Desk and Guided Conversations. This is not a project to learn Zoho on — bids from freelancers relying on tutorials during paid sessions will be terminated without payment. Before bidding, please review the attached project brief &mdash...
...appointments, book paid or free consultations, and match with freelancers or jobs—all in one place. I’m looking for someone who can take the idea from concept to production, covering both the customer-facing experience and the behind-the-scenes infrastructure. Here’s what the project needs to deliver: • A modern, mobile-first front-end with a clean, intuitive UI/UX • A secure, scalable back-end with REST/GraphQL APIs that power real-time messaging, appointment slots, consultation sessions, and a matching algorithm • Seamless payment-gateway integration (Razorpay, PayU, Stripe, etc.) for subscriptions and pay-per-booking transactions • Firewall configuration, WAF rules, and best-practice hardening baked into the stack • Cloud de...
Project Overview Looking for an experienced SEO developer who works with WordPress to implement a full international SEO strategy and website structure for a pharmaceutical API exporter from India targeting South American markets. Website: WordPress-based (details shared after hiring) Target Countries: Argentina, Bolivia, Brazil, Chile, Colombia, Ecuador, Guyana, Paraguay, Peru, Suriname, Uruguay, Venezuela Languages: English (default), Spanish (South America), Portuguese (Brazil) Scope of Work — 18 Tasks Technical SEO HTTPS on all URLs, , XML sitemap, Search Console submission Page speed under 3 seconds — compress images, enable caching, minify CSS/JS Full mobile responsiveness + Core Web Vitals pass International SEO Create /en/, /es/, /pt/ language folder structur...
Title: Full Stack Developer Needed for Author Website with E-Comme...analytics (sales, users) - Settings Important Requirement: The admin panel must be user-friendly so I can manage everything myself after the project is completed (no technical knowledge required). Technical Requirements: - Must run on my VPS (no Shopify or similar platforms) - Clean and maintainable code - Backend required (Node.js, Django, or similar) - Database setup (MySQL/PostgreSQL/MongoDB) - API-based structure preferred Budget: $1000 – $1300 Timeline: 6–8 weeks To Apply: - Start your proposal with "AUTHOR" - Send links to similar projects - Suggest your preferred tech stack - Give a realistic timeline I am looking for someone who can deliver a complete and well-structured system...
...one-off or recurring transactions, and view real-time confirmations inside the app. You are free to suggest your preferred cross-platform stack—whether it’s React Native, Flutter, or a truly native Swift/Kotlin split—so long as the final builds meet Apple App Store and Google Play submission requirements and keep performance tight. I will provide UI wireframes, brand assets, and the payment-gateway API keys; you will wire everything together, handle secure token storage, and return clean, well-documented code plus test suites. Acceptance criteria • Testflight and internal Android builds demonstrating successful card tokenisation and charge flow • 100 % passing unit & integration tests for the payment module • Clear setup instructions...
...so I can allocate engineering, design, and go-to-market resources intelligently. • A dependency map that shows how marketplace modules (listing engine, supplier verification, order fulfilment, payments, analytics, etc.) interlock across domains. • A written rationale explaining the sequencing logic—why we begin with finished products, how and when we fold in raw materials, services, and the rest, and what success metrics unlock the next phase. I manage executive stakeholders who expect artefacts that plug straight into Jira, Aha! or ProductPlan, so please structure outputs in industry-standard formats (Gantt view plus high-level swim-lane visualization). When you reach out, include a quick note on similar marketplace roadmaps you’ve delivered, your pr...
...(login/register) 8. UI/UX Requirements Fully responsive design across devices Clean, modern interface using Tailwind CSS Complete Arabic language support with RTL layout Consistent user experience and intuitive navigation Custom-designed UI components (no pre-made templates) 9. Technical Requirements Clean, modular, and maintainable code structure Proper state management (Context API or equivalent) Best practices for Supabase integration API abstraction and separation of concerns Comprehensive error handling Loading and fallback states across the application 10. Performance and Quality Optimized performance for frontend and backend interactions Scalable architecture for future expansion Basic testing (unit and/or functional where applicable) Minimization of bugs and logica...
I run several sites and usually have a primary developer on them, but I’m looking for an extra set of expert hands I can lean on every month. Most weeks you’ll be on standby for small-to-medium tweaks—jumping in whenever something needs to be polished before launch or when my main developer is unav...monthly work will still revolve around those three core areas—design adjustments, functionality fixes and content updates—across all my web properties. I value clean, well-documented code and quick turnaround times; you’ll be working directly with me, so communication has to be prompt and clear. If you’re comfortable parachuting into existing codebases, tightening UI/UX details, and handling API integrations on short notice, let’s talk ...
...assets into an elegant, scroll-driven narrative that feels completely at home with my existing colours, fonts and visual tone. The page must: • flow seamlessly from top to bottom, using soft transitions and a fixed progress marker so visitors always know where they are and can jump to any section with one click, • look flawless on desktop, tablet and mobile, • stay perfectly aligned with the rest of the site in terms of typography, palette and spacing, • be built natively in Wix (no outside embeds or hacks) so I can edit copy later. I’ll add you to my Wix account; after that, run with the brief independently. Please self-test every breakpoint and interaction before sharing a staging link—my role is final sign-off, not QA. Once approved, pub...
...wire it into a few external apps so that real-time alerts and notifications fire exactly when they should. The core objective is simple: whenever defined events occur in the source app, I want teammates (and sometimes customers) to get instant updates in the destination channel—be that Slack, email, or another tool you recommend. Here’s where you come in: map out the best-fit triggers, handle any API keys or webhooks needed for the connection, and set up filters or paths so only the right data travels through. I need this running smoothly right away, so efficiency and clear communication are vital. Deliverables • Fully functioning Zaps that integrate the chosen apps and reliably push notifications • A quick Loom or short document showing the workflow b...
...connect our existing company cellphone number to the official WhatsApp Business API through the Meta for Developers platform. The goal is to run everything from a single, verified number so that customers experience one seamless channel. Scope of use The API will cover customer support, marketing promotions, and order / delivery updates. On the marketing side I will send promotional offers and product updates, while support needs include auto-replies for common questions, smooth escalation to a live agent, and automatic ticket generation inside our help-desk. What I need from you • Get the number approved and live inside Meta Business Manager, including any Facebook Business verification steps. • Set up the Cloud API (or on-premise if you prefer an...
I need a fully-automated trading bot that connects to my Zerodha stock-trading account and executes a pure trend-following strategy whenever I launch it. The core functions I am looking for are: • Secure login to the Zerodha Kite API (session handling, token refresh). • Real-time market data pull, signal generation based on moving-average or similar trend filters that we can fine-tune together. • Order management capable of placing, modifying, and exiting positions automatically, with built-in safeguards for slippage and connectivity drops. • Simple start/stop interface—command-line or lightweight GUI is fine—as long as I can toggle the strategy on and off during market hours and see live P&L and position status. • Clean logging and ...
...however, want the codebase structured so that additional features such as automated deposit scheduling or monthly statements can slot in later without major refactoring. Scope of this engagement • Design a clean, responsive UI (React, Vue, or similar) for the calculator screen and basic account dashboard. • Build a secure backend (Node/Express, Django, Laravel—your choice, just outline why) with REST or GraphQL endpoints to store plan parameters and calculation history. • Implement the calculation engine with clear, well-documented formulas matching standard banking practices. • Add basic authentication so each user sees only their own data. • Package everything in a Docker-ready format for straightforward deployment. Acceptance criteria...
...(login/register) 8. UI/UX Requirements Fully responsive design across devices Clean, modern interface using Tailwind CSS Complete Arabic language support with RTL layout Consistent user experience and intuitive navigation Custom-designed UI components (no pre-made templates) 9. Technical Requirements Clean, modular, and maintainable code structure Proper state management (Context API or equivalent) Best practices for Supabase integration API abstraction and separation of concerns Comprehensive error handling Loading and fallback states across the application 10. Performance and Quality Optimized performance for frontend and backend interactions Scalable architecture for future expansion Basic testing (unit and/or functional where applicable) Minimization of bugs and logica...
...account is fully functional for messaging and API access ⸻ 2. Web Interface (Like WhatsApp Web) We need a web-based dashboard where our team can: • Read incoming messages • Reply to customers • Manage conversations Options: • Either configure existing WeChat web tools (if available) • OR build a custom web interface using WeChat API ⸻ 3. Odoo CRM Integration • Connect WeChat messages to Odoo CRM: • Incoming messages → create/update leads/contacts • Chat history linked to customer profile • Ability to reply to users directly from Odoo (if possible) Preferred: • Use official WeChat APIs (not unstable scraping solutions) • Clean and maintainable architecture ⸻ Technical Requirements • Exper...
FinancialControl MVP. A private web app for the Owner to upload bank CSV statements, classify transactions, run 7 rules with monthly aggregat...Entities + Loans ($250) M4 CSV ingestion ($300) M5 Classification ($300) M6 Rules 1-4 + scheduler ($300) M7 Rules 5-7 + alerts ($300) M8 Dashboard ($150) M9 AI Advisor + audit log ($250) M10 Polish + Loom handoff ($250) Each milestone has a concrete pass condition (see shared in chat). Funded one at a time, released as approved. Pre-kickoff inputs: M1 funded ($150), OpenAI API key with monthly usage cap, counterparty list, hosting pick ( / Railway / your own server), sample CSV from your bank. Document upload, charts, multi-user roles, integrations, mobile, SSO, and any rules beyond the 7 are Phase 2 and quoted separately.
...Money MTN Mobile Money Zamtel Kwacha (optional later) Need automatic account unlock after payment. Subscription Logic Required User pays Access activated automatically Expiry countdown Renew reminders Grace offline mode (2–3 days) Server validation when online Security / Protection Need protection against abuse: Account-based access Device linking Premium lock system Secure backend validation API protection Admin Panel (Preferred) Need web dashboard to manage: Users Active subscriptions Payments Notifications Reports Support tickets Analytics UI/UX Requirements App must be: Very simple Fast Clean modern design Easy for non-technical users Suitable for low-end Android phones Minimal typing Preferred Tech Stack Frontend Flutter Backend Firebase or Supabase D...
I need a developer who can cleanly integrate a third-party API into my existing mobile app, which is available on both iOS and Android. The goal is to expose the new data endpoints throughout the app, handle authentication, and make sure every call is efficient and secure. The current code-base is well-structured and under version control; you will receive access to a dedicated branch along with the API documentation and sample keys. Once the endpoints are wired in, I expect you to write or adjust unit tests, verify the integration on real devices for both operating systems, and push a merge request for review. Deliverables • Fully implemented API calls with error handling • Updated UI where new data appears (if needed) • Passing unit tests and a...
This article is a guide for anyone interested in using machine learning frameworks in their organization.
This article enables users to understand some of the most effective Node.js frameworks currently available.
PHP tutorial on creating a Microsoft Login Button