Tensorflow githubmunkák

Solana blockchain smart contract fejlesztőt keresek a Soltactoe projekthez – ez egy on-chain tic-tac-toe játék Solanán. FELADATOK: - Anchor framework alapú smart contract írása Rust nyelven - Játéklogika implementálása (tic-tac-toe szabályok, győzelem detektálás) - 1v1 játékos meccs kezelés on-chain - Tét/fogadás mecha...fix összegű SOL tét, nyeremény automatikus kifizetése - Program Account struktúrák tervezése (GameState, Player accounts) - Unit és integration tesztek írása ELVÁRÁSOK: - Tapasztalat Anchor framework-kel (legalább 1 éves) - Rust programozás...

...együtt dolgozunk párprogramozás-/mentorálás-jelleggel, hogy a folyamatból tanulhassak. Főbb feladatok • A régi oldal teljes tartalmának biztonságos kimentése, hibák feltárása. • Új, mobilbarát felület és gyorsabb betöltés React, vagy WordPress alapon – technológiában rugalmas vagyok, a te erősségeidhez igazítjuk. • AI-eszközök bevonása „Webfejlesztés” fókuszú megoldásokkal (pl. ChatGPT, GitHub Copilot) a hatékonyság növelésére. • Verziókezelés Git-tel, jól dokumentált commit-log...

Egy korábban Typescript-ben, React nyelven megírt kódomban szükségem lenne ( külső domain-változás miatt ) egy frissítés. Az oszályokkal olvasható forráskóddal Github-on, esetleg drive-on is rendelkezem.

K.b. 20-30 érzékelőből származó, egyenként néhány Byte adatot tartalmazó csomagok feldolgozása lenne a feladat. Pl. Egy 1 négyzetméteres felületre torziós szenzorokat szerelek, és meghatározott helyeken meghatározott erővel megnyomom. Ezeket az adatokat kielemezve meg kellene hogy " tanulja" a szoftver a mechanikai konstrukció működését. És ennek eredménye ként a kész szoftver meg tudja határozni hogy a felület melyik részét mekkora erő hatás éri pillanatnyilag. The task would be to process packets from 20-30 sensors, each containing a few bytes of data. E.g. I mount torsio...

Egy startup vagyunk, gyerekeknek készítünk olyan hyper casual játékokat, amiket a mozgásukkal tudnak irányítani. Itt látsz erről egy videót: , ez pedig a weboldal: . A cél az, hogy gyerekeknek egy olyan digitális eszközt kínáljunk, ami játék közben mozgatja és oktatja is őket. A mozgásfelismerést Tensorflow-val oldjuk meg, aminek van libraryje Unityhez. A cél az lenne, hogy építsünk egy libraryt többnyelvű oktató motionös minijátékokból gyerekeknek. Ha érdekel ez a dolog jelentkezz, és küldök további részleteket.

A játék HTML5 alapú, Phaser CE keretrendszer használatával készült, melyből NWJS segítségével fordítunk natív alkalmazás...com/app/1565670/Five_Nations/ Feladatok: -Kiadott videojáték teljesítményének növelése -Új funkciók és szolgáltatási folyamatok megvalósításában való részvétel -Működő játék támogatása, továbbfejlesztése -Hibakezelésben való aktív részvétel Elvárások: -Javascript nyelv alapos ismerete -Legalább 2 éves webes frontend vagy játékfej...

...NodeJS, Javascipt ismerete - agilis fejlesztési módszertanok, CI/CD gyakorlati szintű ismerete - teszt automatizálási módszerek/eszközök ismerete (pl. Travis CI) - min. 2-3 év web fejlesztési tapasztalat - általános előnyök: ha részt vettél bármilyen szociális hálózattal kapcsolatos alkalmazás fejlesztésében / értesz a video streaming technológiákhoz (pl. webrtc) - szintén előny, ha tudsz Github-on kód részletet mutatni az eddigi munkáidból A frontend fejlesztő irányában a speciális elvárások: - AngularJS haladó szintű, gyakorlati i...

...often. Day-to-day you’ll be: • Exploring raw data, cleaning it, and shaping robust feature sets • Designing and training predictive models and optimisation algorithms • Deploying, monitoring, and continually improving those models in production • Owning the backend APIs, batch pipelines, and any lightweight front-end hooks needed to surface the insights We work primarily in Python with TensorFlow/PyTorch, SQL, and a cloud stack (AWS + Docker/Kubernetes), though I’m open to comparable tools if you can justify the choice. Deliverables I expect: • Production-ready models that hit agreed accuracy / latency targets • Reusable, well-documented code and CI/CD pipelines • Clear weekly progress updates and a hand-off package that...

...recurring billing, webhooks, and secure token storage is a must. Tech stack & approach • Back end: ASP.NET Core (latest LTS preferred), Entity Framework Core, SQL Server • Front end: React with functional components, TypeScript, and modern state management (Redux Toolkit or React Query) • Deployment: Container-friendly code that can be pushed to Azure or AWS; CI/CD pipelines set up in GitHub Actions are a plus. Key deliverables 1. High-performance RESTful API that manages products, plans, customers, and Stripe subscriptions. 2. Responsive React storefront with a clean product browsing flow and a checkout that hands off to Stripe’s hosted or in-session experience. 3. Admin dashboard for plan creation, customer management, and basic analyt...

...other CNCF tooling together, and the next milestone zeroes in on container orchestration. The goal is to improve and extend the provisioning layer so that spinning up, scaling and updating clusters becomes painless across clouds. Here’s what you’ll actually do once you jump in: write or refine Terraform modules, craft accompanying Python glue code, and open clean, well-documented pull requests on GitHub. Every PR needs passing tests, clear README updates and adherence to the repo’s CONTRIBUTING guidelines—our CI pipeline will check all of that automatically. Expect to collaborate asynchronously via issues and reviews. I’m primarily targeting Kubernetes right now, but if you have strong ideas around Docker Swarm or Mesos, I’m happy to explore ...

...Maps SDK (yandex_maps_mapkit). State Management: No strict pattern yet (currently uses setState). Recommendation: Provider, Riverpod, or BLoC for production. Local storage: SharedPreferences (for onboarding), SQLite (Hive) for offline cache. Expected Deliverables Fully functional mobile app (iOS/Android) meeting the above requirements. Backend API documentation (Swagger/OpenAPI). Source code on GitHub (private). One-time deployment assistance (or at least instructions). Budget & Timeline Backend + API development (Node.js preferred). Flutter app completion (including order form, tracking, auth). Optional driver app and admin panel. Ideal freelancer should have experience with Yandex Maps, real-time tracking, and Flutter navigation flows. References to similar past projec...

We are seeking a professional development team to build a cross-platform personal finance app using Flutter/Dart. The ...workshop, enabling users to implement good financial habits through features like budgeting, expense tracking, savings plans, banking plans, and financial statements. Key Deliverables: a) Review and accommodate minor changes to existing Figma designs. b) Full cross-platform development for Android and iOS. c) Support with app store submissions, approvals, UAT, and testing. d) Regular commits to a GitHub repository for tracking and QA purposes. e) Handover of full source code from the start of development (ownership remains with us). f) Bi-weekly status updates to track progress and resolve issues. g) Support documentation covering relevant technical aspects of th...

...without noticeable lag on a mid-range computer. 2. One-click export that meets YouTube & Meta ad specs (H.264, max 30 fps, 8 Mbps). 3. GenAI assistance demonstrably improves cut selection or effect placement (side-by-side test). 4. Final build passes a quick security audit—no outbound calls beyond the AI model APIs we approve. If you have prior experience blending video pipelines with TensorFlow, PyTorch, or web-assembly-based FFmpeg, your insight will be invaluable. Let’s talk through your proposed architecture and a realistic timeline for shipping an MVP we can start using in-house....

...analysis, summarization, embeddings, vector search. Generative AI LLM integration, prompt engineering, RAG systems, AI assistants, content generation workflows. Automation & AI Agents Workflow automation, API integration, autonomous agents, task orchestration. Data Engineering Data cleaning, preprocessing, pipelines, ETL, analytics dashboards. Programming & Tools Python, PyTorch, TensorFlow, LangChain, FastAPI, Docker, SQL, REST APIs. What I Can Build for You Custom AI models tailored to your business Chatbots and virtual assistants (customer support, sales, internal tools) AI‑powered automation for repetitive tasks Data analysis and predictive modeling Document processing and intelligent extraction Recommendation systems AI integrations with your exist...

I am developing a financial platform similar to Sensibull. I will provide you with the details, and you will be responsible for the coding. You should have knowledge of React, SQL, MongoDB, CSS, etc. For backend development, you should be familiar with Python, FastAPI, TensorFlow, and PyTorch. I will pay you on a monthly basis.

...and instantly translates the signs on-screen. The goal is to make classroom and self-study environments more inclusive, so accuracy, speed, and an intuitive user experience matter more to me than flashy extras. Here’s what I need from you: • A working real-time detection and translation engine trained specifically on ISL datasets. • Clean, well-commented code (Python + OpenCV / MediaPipe / TensorFlow or comparable libraries are fine) that I can retrain with new samples later. • A lightweight interface—desktop or web—where a learner can see their signing mirrored, along with immediate text output. • A short guide outlining model architecture, dataset sources, and steps to deploy on Windows or Linux. Acceptance will be based on: 1. ...

...structure * Basic animations or transitions --- ## Tech Stack (Must Use): * Frontend: HTML, CSS, JavaScript (or React if better) * Backend: Firebase * Firebase Authentication * Firestore Database --- ## Deliverables: * Complete working project * Organized file structure: * * * * Clear instructions to: * Add Firebase config * Run locally * Deploy on GitHub Pages --- ## Important Notes: * The app must be fully functional (auth + real-time features must work correctly) * Code should be simple, clean, and beginner-friendly * Avoid unnecessary complexity * UI should look professional (not basic or plain) --- ## Optional (Nice to Have): * Toast notifications * Improved UI animations * Better dashboard layout * Small UX enhancements --- ## Budget

...deliver native mobile apps: - iOS (App Store) - Android (Google Play) 7. Assist with publishing using our developer accounts --- Technical Scope: ### 1. Offline Face Detection & Recognition The developer should implement: - On-device face detection (e.g. ML Kit Face Detection or equivalent) - Facial embedding generation using an embedded model: - MobileFaceNet / FaceNet / ArcFace (TensorFlow Lite or equivalent) - Local face matching (cosine similarity or similar method) - Configurable recognition threshold --- ### 2. Kiosk Mode (Critical Requirement) The application will run on a tablet or mobile device fixed on a wall. Expected behavior: - App runs in full-screen kiosk mode (no user navigation outside the app) - Camera is continuously active (or in...

...and stress testing using JMeter, k6, or similar tools. Interpret results and identify system breaking points • CI/CD Integration: Wire tests into GitLab CI or GitHub Actions pipelines • Test Strategy: Design test coverage from requirements, build test management systems from scratch Requirements: • 2+ years test automation experience with Playwright, Pytest, or equivalent • Strong API testing experience (Python, Postman, JMeter, or similar) • Hands-on experience with AI-assisted testing tools (LLM-based test generation, anomaly detection) • Performance testing experience with JMeter, NeoLoad, LoadRunner, or k6 • GitLab CI/CD or GitHub Actions experience • Docker proficiency for containerized test environments • Experience build...

The trading engine is solid, yet the interface still feels like a proof-of-concept. I need an experienced developer who can step in right away, polish the UI/UX, and bolt on a few critical features without distur...Firefox, Safari). • New functionality—customisable dashboards, dark/light themes, quick-filter widgets—implemented behind feature flags. • Clean, well-documented code with unit and integration tests. • Staging deployment on Vercel and a concise hand-over note or screencast. The timeline is ASAP; I want pull requests landing within days, not weeks. Communication will run through Slack and GitHub, with quick feedback loops so you’re never blocked. If you can move fast, write elegant TypeScript, and care as much about UX as performan...

1. AI / ML Engineer (MOST IMPORTANT) Role: Work with LLMs (APIs or open-source) Build your “learning” layer (even if simulated) Handle ranking, embeddings, similarity, etc. Skills: Python PyTorch / TensorFlow NLP basics LLM frameworks (LangChain, etc.) This person turns your idea into “actual intelligence” 2. Backend Developer Role: Build system logic Handle APIs, database, user requests Manage scaling and performance Skills: Node.js / Python (FastAPI, Django) Database (MongoDB / PostgreSQL) REST APIs This is your system backbone 3. Frontend Developer Role: Build user interface for: discussions voting interaction with AI Skills: React / UI/UX basics If UI is bad → users won’t stay → your idea fails 4. Data Engineer (VERY un...

...conducted to understand transaction patterns and feature importance, forming the foundation for model selection and optimisation. A range of machine learning and deep learning models will be implemented and compared, to decide on using the best appropriate model, including Logistic Regression, Random Forest, Gradient Boosting (e.g., XGBoost), and Artificial Neural Networks using frameworks such as TensorFlow or PyTorch. Model performance will be evaluated using appropriate metrics for imbalanced data, including precision, recall, F1-score, ROC-AUC, and confusion matrices. Hyperparameter tuning and cross-validation will be employed to achieve optimal performance, with a strong emphasis on minimising false negatives (missed fraud cases). Beyond predictive performance, the project i...

...property listings. Your core responsibility will be to wire up and maintain those external listing feeds so that new properties flow into our database automatically, stay in sync, and display without delay. The current codebase is a clean setup with a PostgreSQL database and a small Redis cache. I’ll give you access to a private Git repository and staging server; all work is deployed via GitHub Actions to DigitalOcean droplets. I’m looking for: • Hands-on experience building or maintaining REST/GraphQL integrations, preferably with MLS, Zillow, or similar property-data providers. • Solid knowledge of API routes, server-side rendering, and incremental static regeneration so nothing breaks when traffic spikes. • A habit of writing clear, well-com...

...coins No client-side trust for critical data Ads Integration Google AdMob (rewarded ads only) No forced ads Smooth integration without interrupting gameplay TECH REQUIREMENTS Unity (C#) Photon (PUN or Fusion – explain your choice) Firebase or PlayFab GitHub version control IMPORTANT REQUIREMENTS Must have experience in real-time multiplayer games Must understand anti-cheat systems Must build scalable architecture (future features like tournaments, marketplace) Clean, well-structured, and documented code DELIVERABLES Full source code (GitHub – under my ownership) All accounts under my control (Firebase, Photon, Ads) Working APK builds per milestone Documentation + setup guide BUDGET & TIMELINE Budget: $800 – $1000 (Milestone-based) Timeline: 4...

I have an existing web application and I’m ready to automate its end-to-end testing using Playwright. The codebase already lives in GitHub; what’s missing is a robust test suite that can run headlessly inside Docker containers and scale on AWS. Here’s what I need from you: • Build a clean, well-structured Playwright framework (TypeScript preferred) that covers our critical user flows. • Package the suite in a lightweight Docker image, complete with all required dependencies and a simple entry script so it can run with a single command. • Wire the container into our AWS workflow—today we rely on EC2 for runners and S3 for artifacts, but I’m open to your suggestions if Lambda or other services simplify the pipeline. • Add a sma...

...dashboard; alerts go out instantly via Telegram and email. • Provide an admin API for strategy configuration, portfolio caps, and emergency kill-switches. • Support three strategy styles out of the box—day trading, swing trading, and scalping—while leaving hooks for future strategies. Technical stack requirements: Python 3.11+, FastAPI, Claude API for signal enhancement, Docker, PostgreSQL, GitHub Actions for CI/CD, plus standard back-testing libraries (vectorbt / backtrader or similar). Clear docstrings, a concise README, and inline comments are mandatory so another engineer can pick up the repo with minimal ramp-up. Acceptance criteria 1. End-to-end trade flows execute correctly on Alpaca, IBKR/TWS, and TradeZero in both paper and live modes. ...

...they will not reuse, resell, or share any part of this codebase. An NDA can be signed if required. --- To Apply: 1. Share experience with FFmpeg batch video processing 2. Share any WhatsApp API / bulk messaging project built previously 3. Show a screenshot or link to a dashboard or admin panel you have built 4. Give timeline split: scripts vs dashboard 5. Give your fixed price quote 6. Share GitHub or portfolio link Looking for a reliable developer or small agency. Ready to start immediately....

...my existing Leaf Disease Detection FastAPI project. Problem: Project is breaking due to environment/dependency issues: ModuleNotFoundError: TensorFlow fails to load () NumPy 2.x incompatibility with TensorFlow _ARRAY_API not found error Uvicorn crashes while importing Project Details: Backend: FastAPI Model: TensorFlow (Keras) Files: (API) (model loading + prediction) dataset/model/ (, , ) dataset/PlantVillage/ (class folders) Requirements: Create a clean working Python environment Fix all dependency issues: TensorFlow compatibility NumPy version compatibility (<2) Keras / model loading issues Ensure model loads correctly using: Fix API endpoint:

...to ensure every release ships with confidence. Here is what I’m expecting: • Manual coverage first, documenting test cases and edge scenarios that cannot yet be automated. • Automated suites written in Selenium for the web layer, Appium for iOS / Android builds, and JUnit for our Java-based desktop client. • Clear, human-readable reports and logs integrated into our existing CI pipeline (GitHub Actions). • A short hand-off session so my dev team can run and maintain the scripts without you. Acceptance criteria: 1. All critical user flows on every platform are covered by automated checks. 2. Failed test results surface in CI with actionable error messages. 3. Manual test documentation is delivered in a shared repo and linked to the correspond...

...a lightweight web dashboard that visualises key metrics, trend lines, and anomaly alerts in real time—think intuitive charts and configurable notifications. • Guidance & documentation: keep the code clean, comment thoroughly, and produce a presentation-ready write-up that explains architecture, algorithms, and usage so stakeholders can follow along. Preferred stack is flexible; Python with TensorFlow or PyTorch for the core model, plus React or an equivalent JS framework for the front end feels natural, but I’m happy to adapt to what you do best. We’ll agree on milestones, timeline, and specific tool choices together. Final deliverables: 1. Complete, well-structured source code with install/run instructions 2. Deployment scripts or Docker/K8s mani...

...architecture and design choices as we iterate; and a polished, presentation-ready knowledge base that explains every component for future hand-off or scaling. A responsive web dashboard (built, for instance, with React or another modern framework) should graph live metrics, highlight anomalies, and push configurable alerts. On the back end, I expect a robust Python stack—think Pandas, scikit-learn, TensorFlow or PyTorch, plus Flask/FastAPI—to keep models retrainable and the API endpoints fast. Containerisation with Docker and optional orchestration with Kubernetes will help us stay cloud-agnostic and ready for load. Deliverables • Fully functional source code with README and inline documentation • Deployed demo (cloud or local Docker compose) showing rea...

...immediately useful, with crystal-clear visualisations of live results. If you have ideas for adding alerts or richer navigation later, I’m open to hearing them, but the first release should focus on clean, insightful charts that update as the system learns. Here’s how I see the collaboration working: • You handle the coding, architecture choices, and best-practice ML workflow (think Python, TensorFlow/PyTorch, scikit-learn, FastAPI or similar—happy to discuss). • We iterate on design ideas so the front end and dashboards stay user-friendly. • You document everything: well-commented source code, setup instructions, a concise technical explanation, and presentation-ready slides that explain the pipeline and key results. Deliverables at hand-of...

...parts can be scheduled in advance. You will receive a historical data dump (CSV and Parquet) plus a live MQTT feed for validation. After exploring and cleaning the data, build a model—traditional algorithms or deep learning, whichever gives the best performance—that outputs a remaining-useful-life score or binary “service-now” flag for every asset at regular intervals. Python with scikit-learn, TensorFlow or PyTorch is preferred so the final solution stays easy to maintain in our existing stack. Deliverables • Notebook or .py script covering preprocessing, feature engineering and training • Trained model file and clear instructions for re-training with fresh data • Lightweight REST or CLI interface that accepts new sensor readings an...

...administrados por mí como líder del proyecto. * El acceso a Azure, repositorios y servicios externos será limitado según las tareas asignadas. * Se requiere orden, comunicación clara y documentación técnica. Tecnologías deseadas: * Node.js, JavaScript/TypeScript o .NET. * React, Angular o frontend web similar. * APIs REST. * SQL Server, PostgreSQL, MySQL, Cosmos DB o base de datos similar. * Git/GitHub o Azure DevOps. * Microsoft Azure: App Service, Functions, Storage, Application Insights o servicios similares. * Webhooks e integraciones externas. * Deseable experiencia con WhatsApp API, Twilio, CRM, cobranza, banca, cooperativas o soluciones en la nube. Entregables esperados de la primera fase: 1. Demo actual revisado ...

...+ Row Level Security repository, GitHub and Resend knowledge; MVP startup experience (very important); Comfortable working with pre-existing codebase framework; Clear communication (English). Scope of Work Contractor must be able to hit the deck running and work as part of a team to complete Milestone 4 of this project. This is a short term assignment with long term potential for other Milestone requirements. Milestones require a signed independent contractual agreement./ Implement Corrections V6 (PDF File provided) Implement Demo (PDF File provided) Validate App functions correctly end to end, stable and launch ready Technology Stack Lovable - Frontend UI framework (visual editor, JavaScript, CSS) Supabase (Postgres, Auth, Row level Security) GitHub repository Res...

...01-Leaks/. What Makes This Easy vs Hard Easy (~80% of sources): Blog posts on standard sites (Moz, Search Engine Land, Backlinko, Ahrefs) Official Google documentation pages Direct PDF links (ArXiv research papers, Google Patents) Tricky (~15% of sources): Dead URLs needing Wayback Machine (quick process once you know how) Academic papers that might be paywalled (you'll skip these, log as FAILED) GitHub repos (just save the README page, not the whole repo) Skip (~5% of sources): Hard paywalls (Springer, Nature, some ScienceDirect) Completely dead URLs with no archive Content requiring login/subscription Failing 5-10% of sources is expected and fine. What matters is clean logging of failures. Tool Reference Chrome extensions (install before Phase 1): Open Multiple UR...

We are looking for a TECH INTERN with hands-on skills to work on multiple open-source and automation projects for a startup environment. Open Projects: 1. Installation & maintenance of SuiteCRM on Hostinger 2. Installation of open-source ERPNext on laptop from GitHub 3. WhatsApp API automation using Botbee and integration with ERPNext & SuiteCRM 4. n8n open-source installation and development of AI agents for WhatsApp & ERP integration 5. Development of IoT equipment movement dashboard with future AI-based report automation via n8n Engagement & Payment: 1. Payment on no of hours - target task hours 2. Flexible working hours We would prefer that freelancer work on our laptop by taking the remote access This position is for intern who would like to work while learn...

...check-ins and urgent issues. I can commit 20 to 25 hours per week part-time for the long term. Communication style: I prefer written updates. I leave short notes on GitHub PRs, move Trello cards with status, post twice daily on Slack, and end the day with a 3-point summary: what shipped today, what's next, any blockers. Remote example: In my last development project with a US team on React and Node, I pushed code in my evening and attached a short Loom to each PR so the team had context by their morning. Once a client reported a critical bug at 9am EST, I fixed it within that 7:30-11:30 window, added tests, and updated GitHub the same morning. Within two weeks they handed me a full feature module without micromanagement. Happy to start with the small paid trial you...

Please read carefully. I have a application what I made by Lovable, And I exported the all code to GitHub, but I think do you know Lovable don't provide database. So now I need to create my database. Please can you help me to create database if I will provide you everything. Source code, Project overview, Project prompt. Please message me if you can do this and if are familiar with this type of task. Thanks

...check-ins during the week, and transparent progress updates are essential to keeping everything running smoothly. Your background can sit in development, design, project oversight, or a mix—what matters most is consistency, clear communication, and the confidence to manage your own tasks without constant supervision. If you have experience with common remote-collaboration tools like Slack, Trello, GitHub, or Figma, you’ll feel right at home, but I’m prepared to get the right person up to speed. This role is about building mutual trust and a rhythm that benefits us both. If you’re seeking a flexible schedule, enjoy working alongside a remote team, and want a relationship measured in months rather than weeks, let’s talk. Tell me a bit about your EST ...

...Pekanbaru cari kamar + bayar listrik otomatis, sehingga telat bayar turun 70%. Sistem ini akan merevolusi pendidikan dengan teknologi terbaru. RuangGuru Lite kasih video belajar 5 menit + kuis offline untuk siswa 3T, sudah dipakai 2.000 siswa di Riau dengan kenaikan nilai 18%. Kasih tau dong proyek kamu tentang apa. Nanti aku buatin 3 versi deskripsi yang bisa langsung kamu pakai buat proposal, GitHub, atau LinkedIn....

...architectures. My main goal is to move beyond theory and confidently apply these networks to real text problems, from data preparation all the way to evaluation and error analysis. Here is what will make the collaboration valuable to me: • Live, example-driven explanations of how and why to pick an RNN versus a Transformer for a given text task. • Step-by-step coding sessions (Python, PyTorch or TensorFlow—whichever you prefer) that start with a raw dataset and finish with a trained, evaluated model. • Clear guidance on fine-tuning popular checkpoints such as BERT, RoBERTa or GPT-style models, including tips on hyper-parameters, regularisation and efficient training on limited hardware. • Recommendations on best-practice preprocessing (tokenisati...

...I’d like you to handle includes the full pipeline: clean and augment the data, design and train the EfficientNet + ViT architecture, fine-tune it for my three disease classes, then benchmark the results with clear metrics (accuracy, precision, recall, confusion matrix). Deliverables • A fully trained hybrid model (saved weights plus exportable ONNX or TensorFlow format) • A reproducible training notebook or script (Python; TensorFlow/Keras or PyTorch) • An inference script or minimal REST API that takes a new leaf image and returns the predicted class with confidence • Brief documentation so I can retrain or update the model later If you have prior experience blending CNN backbones with transformer heads, particularly on agricultural d...

...the views, with clear import instructions • A brief hand-off note explaining where everything lives in (or UI), so I can extend it later Only bid if you have demonstrable Home Assistant experience. When you submit, list the number of views you will build and highlight the key features each view will include. full video and guided screenshots documentation. need to provide github code. compatable to pull home assistant repo, working full dashboard...

...in your cart. Would you like to complete your purchase?”). Post-Purchase Engagement Sends AI-personalized recommendations based on purchase history. Offers loyalty rewards and VIP discounts. 4. Tech Stack Component Technology AI/NLP OpenAI GPT-4 / Rasa / Dialogflow E-commerce Integration Shopify API, WooCommerce API Database PostgreSQL / Firebase AI Image Recognition (Virtual Try-On) OpenCV, TensorFlow Live Chat & Support Drift, ManyChat, WhatsApp API Authentication Email-based authentication (OTP) Hosting AWS Lambda, Firebase, or a custom server 5. Deployment Strategy Website Integration (via chatbot widget). Social Media & WhatsApp AI Chat (for automated responses on Instagram, Facebook, and WhatsApp). Mobile App Integration (optional for iOS/Android). Email &...

THE EXACT JOB POST TO HIRE THIS FREELANCER Title: Senior Full‑Stack Systems Engineer ( + NestJS + Prisma + PostgreSQL + DevOps) About the Role AGWA OMNIWORLD is building a universal enterprise operating system that spans workforce, identity, commerce, mobility, government, and intellig...Strong DevOps (Docker, CI/CD, AWS/GCP) Experience with multi‑tenant SaaS Experience with enterprise‑grade architecture Ability to work autonomously and deliver end‑to‑end systems Nice to Have Experience with marketplaces, travel systems, logistics, or government platforms Experience with identity, payments, or compliance systems Experience with AI/automation workflows To Apply Send: GitHub Portfolio 2–3 production apps you built end‑to‑end Your availability and hourly rate

...SKILLS REQUIRED BACKEND Node.js, Python (FastAPI/Flask), RESTful APIs, microservices, PostgreSQL, Redis, message queues FRONTEND React, TypeScript, responsive UI, dashboard systems, data visualisation (D3 / Recharts) MACHINE LEARNING ML model deployment, fraud detection pipelines, risk scoring, scikit-learn / PyTorch, MLOps basics CLOUD & DEVOPS AWS (Lambda, RDS, S3, API Gateway), Docker, CI/CD (GitHub Actions), infrastructure as code REGTECH / COMPLIANCE AML, KYC/KYB, PEP/Sanctions, identity document verification, GDPR, FCA regulatory context SECURITY Secure API design, OAuth2/JWT, data encryption, OWASP best practices, role-based access control EXPERIENCE & QUALIFICATIONS 5+ years of professional full-stack engineering experience, with at least 2 years in a senior or le...

...with every pull request and ends with an automatically promoted production deployment, all driven by GitHub Actions. Scope of work • Map out an end-to-end pipeline that covers build, test, security scanning, artifact versioning, staging, and blue/green or canary production rollout. • Express the infrastructure in code (Terraform or AWS CDK are both fine) so environments can be recreated at will. • Keep everything native to AWS where it adds value—e.g., ECR for images, S3 for artifacts, CloudWatch for logs—yet let GitHub Actions remain the single orchestration layer. • Document the workflow clearly so new developers can ship a change without hand-holding. Acceptance criteria • A GitHub repository containing reusable Ac...

I want to build an end-to-end AI pipeline that takes a few reference images and turns them into fresh, production-ready graphic designs. Users will land on a simple web po...controls) • Backend services for image storage, feature extraction, and prompt conditioning • Trained generative model focused on colour palettes, composition, and typography • API or microservice endpoints so the pipeline can be expanded later • Setup scripts and concise documentation covering installation, retraining, and model upgrade steps I’m open to your preferred stack—Python, TensorFlow, PyTorch, FastAPI, or similar—as long as it’s reproducible in a cloud environment. Let me know which tech you’d lean on, any pre-trained models you would start ...

...experience with OpenSearch, Elasticsearch, or Solr (OpenSearch preferred). Strong proficiency in Java (core language, JVM tuning, build tools like Maven/Gradle). Deep expertise in Apache Lucene (indexing, querying, analyzers, postings, segments). Proven track record building plugins/extensions (e.g., custom analyzers, scorers, or transport layers). Experience with OpenSearch contributions (GitHub PRs, release processes) and bug triage/fixes. Familiarity with search engine internals: inverted indexes, query parsing, relevance tuning, distributed search. Nice-to-Haves Experience with OpenSearch Dashboards plugins or security plugins. Knowledge of related tools: Logstash, Beats, or vector search (k-NN). Contributions to open-source search projects (provide links). Delivera...