Aws lambda python examplepekerjaan
...exporting datasets • Role-based access controls and encryption to keep everything compliant and secure • Clear documentation so future contributors can step in without guesswork You’re welcome to lean on the tools you know best—whether that’s Python with Pandas and FastAPI, Node.js with Express, or a modern low-code alternative—so long as the result is stable, scalable, and easy to maintain. Whatever stack you propose, outline why it fits our data volume and performance targets, and specify any open-source frameworks or cloud services you plan to use (AWS, Azure, GCP, Supabase, etc.). Acceptance criteria 1. I can ingest a sample CSV file and see it land in the database, transformed to the agreed schema, within one click or command....
I am in need of a highly-skilled Python coder with experience in creating and integrating APIs. Specifically, an API for a fingerprint biometric system on the web platform. The ideal candidate should: - Have a solid background in Python programming - Possess expertise in the development and integration of APIs - Have a deep understanding of fingerprint biometric systems and their respective data - Have experience coding on a web platform The end goal is to have a fingerprint recognition system on my web platform that is reliable, secure, and highly efficient. The selected API should be integrated into my platform seamlessly. Looking forward to seeing your bids.
Salam..saya Ashikin drp Melaka. Saya guna Python (fmin algorithm) untuk mencari parameter estimation..harap sudi membantu..saya dh buat separuh jalan tetapi macam tak jadi..
Mencari programmer untuk membuat scraper sosial media (facebook + linkedin) menggunakan python + selenium
Data processing dan visualization using python and matlab
project singkat untuk setup apache web server sesuai dengan keterangan PDF yang diberikan. Termasuk performance testing dan juga mengimplementasikan load balancer
Windows Python Berusaha dan bejerja keras
CA memo menggunakan penerbit aset liferay 6.2. Untuk memudahkan webmaster mengemaskini CA memo ke aset publisher fungsi-fungsi dan kemaskini ckeditor diperlukan
...YOLO / SSD (object detection) * OCR models (CRNN, LPRNet, Tesseract improvements) * Experience with: * OpenCV * PyTorch / TensorFlow * RTSP stream handling (FFmpeg / GStreamer preferred) * Experience deploying models on: * Linux systems * Edge devices (Jetson preferred) --- **SDK Requirements:** * Deliverable must be a reusable SDK (not just an application) * Provide APIs in: * Python and/or C++ * Documentation for integration * Sample application for testing --- **Performance Expectations:** * Recognition latency: < 500 ms per frame * Accuracy target: * ≥ 95% (day conditions) * ≥ 90% (night conditions) --- **Deliverables:** 1. Working ANPR SDK (Linux-based) 2. API documentation 3. Demo application 4. Test results (accuracy benchmarks) 5. Dep...
I'm looking for an experienced sales freelancer to find and close clients for Machine Learning and Python development projects. Your job is to prospect potential clients, pitch our services, and bring in signed projects. You will handle the initial communication until the client is handed off to our technical team. We work on ML models, data analysis, Python automation, AI solutions, and chatbot development. This is a commission-based role. You earn a percentage of every project you close. The more you bring in, the more you earn. Remote and flexible work arrangement. Ideal candidate has experience selling tech or software services, knows how to use platforms like LinkedIn or Upwork for outreach, and has strong English communication skills. Please include examples of pas...
I need a python code to run everyday that scrapes a website.
I have an upcoming online computer-science test that concentrates on programming. The platform will present timed questions, mostly in Python with a few that may require work in R Studio. I need a reliable, fast thinker who can stay online with me throughout the session, supply accurate code or concise explanations on demand, and keep the entire process strictly confidential. Deliverables • Be signed in and ready at least 10 minutes before the test window opens (exact date and time will be confirmed once we start). • Provide correct, runnable solutions in Python and R Studio as each question appears. • Remain available until the timer ends so I can clarify anything instantly. Acceptance criteria • Every answer you send must execute without er...
...be visually appealing, fast-loading, and optimized for both desktop and mobile devices. Scope of Work: Design and develop a fully functional website from scratch Create a clean, modern, and attractive UI/UX Ensure responsive design for mobile, tablet, and desktop Develop frontend using HTML, CSS, JavaScript (or frameworks like React) Backend development using technologies like Node.js / PHP / Python (as required) Database integration (MySQL / MongoDB) Implement user authentication (login/signup) if needed Add required features such as forms, dashboards, APIs, etc. SEO-friendly structure and fast performance optimization Fix bugs and ensure smooth functionality Deploy the website on a hosting server Required Skills: Strong knowledge of HTML, CSS, JavaScript Experience with fro...
I need an experienced developer to integrate the Sharekhan Trade Tiger API. The primary function is accessing 20 years of historical data. Additionally, I need real-time market data for the equity market. Key requirements: - Access to 20 years of historical data - Real-time market data for equities - Proficiency in working with fina...integrate the Sharekhan Trade Tiger API. The primary function is accessing 20 years of historical data. Additionally, I need real-time market data for the equity market. Key requirements: - Access to 20 years of historical data - Real-time market data for equities - Proficiency in working with financial APIs - Experience in data handling and integration - Strong programming skills, preferably in Python or Java Please provide examples of previous sim...
Project Title: Python Backend Developer Needed for Precise Astronomical Calculation Engine (pyswisseph) Project Description: I am seeking a highly proficient Python developer to complete the backend calculation engine for a proprietary data project. The core logic architecture and Python skeleton have already been written. Your job will be to integrate the exact astronomical data feeds into the existing logic loops. Core Technical Requirements: ● Mandatory Library Experience: You must have experience working with the pyswisseph (Swiss Ephemeris) Python library. Do not bid if you are not familiar with fetching exact planetary degrees, retrograde velocities, and house cusps using this specific NASA-grade library. ● Timezone Mastery: All backend math and ephemeris ...
...tren sosial dan ekonomi dengan skenario optimis, moderat, dan konservatif. • Memberikan rekomendasi kebijakan maupun strategi bisnis yang praktis berdasarkan temuan. Output yang saya harapkan: 1. Ringkasan eksekutif maksimal dua halaman. 2. Laporan analisis mendalam (±20 halaman) lengkap dengan grafik, tabel, dan penjelasan metodologi. 3. Dataset terkurasi dan skrip analitik (jika menggunakan R, Python, atau alat statistik lain) agar proses dapat direplikasi. 4. Slide presentasi singkat (10–12 slide) untuk pemangku kepentingan non‐teknis. Saya menghargai pendekatan berbasis data, keterbukaan metode, dan argumentasi yang tajam namun mudah dipahami. Jika Anda memiliki pengalaman di bidang ekonomi, sosiologi, atau kebijakan publik serta terbiasa memadukan big dat...
... 2. Traffic, average SERP position, and conversion data display automatically in the dashboard. 3. New page templates score 90 + on Lighthouse and pass technical-SEO audits. 4. Clear documentation lets a non-technical editor queue topics and approve AI suggestions. If you have already deployed complex automations with Paperclip AI (or a comparable stack using Python, Node, API integrations, etc.), share a concise example in your proposal....
... 2. Traffic, average SERP position, and conversion data display automatically in the dashboard. 3. New page templates score 90 + on Lighthouse and pass technical-SEO audits. 4. Clear documentation lets a non-technical editor queue topics and approve AI suggestions. If you have already deployed complex automations with Paperclip AI (or a comparable stack using Python, Node, API integrations, etc.), share a concise example in your proposal....
... 2. Traffic, average SERP position, and conversion data display automatically in the dashboard. 3. New page templates score 90 + on Lighthouse and pass technical-SEO audits. 4. Clear documentation lets a non-technical editor queue topics and approve AI suggestions. If you have already deployed complex automations with Paperclip AI (or a comparable stack using Python, Node, API integrations, etc.), share a concise example in your proposal....
I’m building a simple, two-phase tool for my nonprofit’s battery-collection events and I need help finishing the first phase. What the first release must do • Let the user on either iOS or Android snap a photo or choose one from the gallery. • Send that image to a lightweight backend (Node.js or Python—your call) which forwards it to Anthropic’s Claude Vision endpoint. • Return a clear “lithium-ion” or “not lithium-ion” answer to the phone and display it cleanly. • Keep everything self-contained; I don’t want to wire into Zapier, , or other external integrations right now. Hosting & tech preferences I can supply Claude API keys and credentials for a free hosting tier on Render ...
...lavoro quando avrò: 1. bot funzionante in produzione su un mio server/VPS, con codice sorgente e istruzioni di deploy; 2. interfaccia di controllo con le metriche sopra descritte; 3. documentazione essenziale per aggiungere nuovi token o modificare le chiavi d’accesso alle chain; 4. test di acquisto, vendita e riacquisto completati con transazioni su entrambe le reti. Se utilizzi Node.js, Python o qualsiasi stack Web3 (, , ) per me va bene, purché il risultato sia stabile e sicuro nella gestione delle chiavi....
...the operational mechanics of complying with the CMS Web Application Firewall (WAF) Policy and Implementation Guidance (v1.0, April 2026). The article should read as practitioner-facing technical content — not a policy summary, not marketing copy. Audience ADO engineers and tech leads responsible for WAF attachment, configuration, tuning, and ongoing operations at CMS. Assume the reader understands AWS WAF concepts (WebACLs, managed rule groups, COUNT vs. BLOCK), CloudFront/ALB/API Gateway ingress patterns, and CloudWatch/Splunk log pipelines. Do not define basic terminology. Scope (narrow — do not expand beyond this) Focus the article on the ADO WAF Lifecycle — Stages 0 through 4 (Discover & Validate → Design → Baseline Configuration → Tune Sa...
...structured curriculum that begins with a quick Python + statistics refresher and moves swiftly into sophisticated modelling, MLOps, and the latest AI techniques. • Practical, code-along labs in Jupyter or VS Code after every concept—no passive slide decks. • One continuous real-time financial-modelling project (e.g., credit-risk scoring, portfolio optimisation, or time-series forecasting) plus smaller mini-assignments. • A capstone that demonstrates the full pipeline: data ingestion, feature engineering, model training, evaluation, deployment, and compelling visual storytelling. • Ongoing doubt-clearing via chat with 24-hour turnaround. What I need from you 1. A week-by-week outline that shows exactly what we’ll cover, which tools you&rs...
...be: • Template-agnostic: Works on any 2D football animation regardless of original style • Scalable: Can process large batches of videos efficiently • Configurable: Easy to adjust output style parameters (colors, player designs, animation styles) • Consistent: Produces uniform results across all videos with the same background Deliverables 1. Working AI Algorithm/System • Documented codebase (Python preferred) • Setup instructions and dependencies • Configuration files for style customization and background integration 2. Processing Pipeline • Batch processing capability for multiple videos • Progress tracking and error handling • Quality assurance checks 3. Sample Outputs • Process 3-5 sample videos demonstrating the ...
...existing Python-based automation script that runs smoothly on my local machine, but I now need a small tweak plus reliable deployment on my AWS account. The tweak: the script requires one additional feature that we’ll clarify together once you’ve reviewed the code. It should remain lightweight, keep the current logic intact, and follow the same coding style. The deployment: after the update, I want the script running on AWS—ideally as an EC2-hosted service or Lambda function, depending on what you find most efficient. The instance should auto-start on reboot and log to CloudWatch (or a similarly straightforward option) so I can monitor it without extra overhead. Deliverables (acceptance criteria) • Updated Python 3.x script ...
...Multisite on AWS is suddenly showing “Error establishing a database connection.” I can log in and supply the database credentials, but beyond that I’m not sure if anything on the EC2 side was recently altered. The site is wired to a GitHub-based pipeline, so once the outage is resolved I need to keep that automated deployment flow intact. Here’s what I need from you: • Diagnose and restore the database connection so the network of sites loads normally. • Verify wp-config, security groups, DNS and any RDS or EC2 parameters tied to the failure. • Confirm the existing GitHub → AWS pipeline still pushes code successfully (or patch it if the fix requires changes). • Document the root cause and the steps you took so I can...
I’m ready to roll out Odoo Enterprise on-prem but I would like an expert beside me for the actual installation step, what I need right now is someone who knows the quirks of the Enterprise build and the usual Python/odoo user setup to make sure the first launch goes smoothly. We’ll work together over a live screen-share (or, if you prefer, a concise step-by-step document followed by a quick Q&A call). By the end of the session Odoo should be running as a service, reachable from a browser, and ready for me to dive into further configuration on my own. Key points you should be comfortable with: • Installing Odoo Enterprise • Docker That’s the scope—straightforward and focused on the installation itself. If you’ve done this a dozen times a...
...better comes along, pushing real-time notifications to me, and doing all of this fast enough to pick the shift up within milliseconds of it becoming available. Everything happens through the public web interface, so the script will have to handle login, schedule navigation, and any captcha or timing hurdles Amazon may insert. I’m happy for you to choose the stack—Playwright, Selenium, Puppeteer, Python, JavaScript, or whatever you believe will achieve sub-second reaction times—so long as the final solution can run headless on my own machine (Mac) or a small VPS and is straightforward to configure with my credentials. Acceptance criteria: • Captures an open shift within <1 second of its appearance during a live test • Allows a one-click command...
...system in Python that can execute both day-trading and swing-trading strategies on live equity and forex markets. The core objectives are: • Real-time data ingestion from a broker/API, with latency low enough for intraday decision making • Strategy engine that supports separate rule sets for day trades and multi-day swing positions • Robust risk-management layer (position sizing, stop-loss, take-profit, max draw-down guardrails) • Integrated backtesting module so I can validate ideas on historical data before going live • Clean, well-commented codebase that I can extend, plus simple configuration files for tweaking parameters without rewriting code I’m comfortable providing API keys and sample datasets; you just need to wire them into the ...
We are looking for a highly skilled React Developer with 5+ years of experience in building modern, scalable, and high-performing web applications. The ideal candidate should have strong expertise in React, front-end UI development, and integration with RESTful services. Experience with React Native is a strong advantage. ⸻ Key Responsibilities • Develop and mai...with UI libraries like Material-UI, Ant Design, or Bootstrap • Strong debugging and performance optimization skills • Experience with Git and CI/CD workflows • Good understanding of server environments and deployment of UI modules ⸻ Good to Have (Optional) • Experience with React Native (strong advantage) • Knowledge of TypeScript • Exposure to full stack concept • Understanding of cloud pl...
We are looking for a highly skilled Java Full Stack Developer with 5+ years of hands-on experience in designing, developing, and deploying scalable applications. The ideal candidate should have strong expertise in Core Java, Spring/Spring Boot, RESTful web services, MySQL, and REACT. Experience with Liferay is add...procedures, optimization) • Front-end experience with HTML5, CSS3, JavaScript, jQuery, and modern frameworks like React • Good understanding of Git, CI/CD pipelines, and build tools (Maven/Gradle) • Strong analytical and problem-solving skills ⸻ Good to Have (Optional) • Experience working with Liferay DXP / Liferay 7+ • Knowledge of microservices architecture • Familiarity with cloud platforms (AWS / Azure / GCP) Note: Candidate have to wo...
...(e.g. Python, JavaScript, SQL, C#) • Knowledge or experience in agile project management is ideal. • Professional certification(s) in a related field of web development and/or front-end/back-end disciplines • Experience with UI/UX design is desired. • Knowledge of multiple front-end languages and libraries (e.g. HTML/ CSS, JavaScript, Typescript, jQuery) • Knowledge of front-end frameworks (e.g. Angular, React, Node.js) • Knowledge of multiple back-end languages (e.g. Python/C#) and backend frameworks (e.g. Flask, Django) • Familiarity with databases (e.g. MySQL, Teradata), web servers (e.g. Apache) and UI/UX design • Experience in designing and integrating different API architectures (e.g. REST, gRPC) • Server management and de...
...is clean, stable, and easy to run. What Is Already Completed - Fully working Python recon engine - Modules for subdomains, URLs, parameters, Wayback data, alive hosts - JSON output generation - Termux workflow tested - GitLab CI/CD structure partially prepared - Basic folder structure and scripts What I Need From You - Clean and optimize the project structure - Improve error handling and logging - Create a plug‑and‑play deployment workflow - Ensure compatibility with Termux + Linux - Review and refine Python modules (light refactoring) - Add missing documentation sections - Prepare the toolkit for client delivery Required Deliverables - Final cleaned project folder - Updated Python scripts (optimized + stable) - A Setup Guide (install...
...per account - Cross-engagement: accounts interact with each other's content (likes, comments) - Realistic profiles: unique usernames, profile pictures, bios per niche What we already have (so you don't suggest these): - GoLogin antidetect browser (Business plan, 300 profiles) - SpyderProxy mobile proxies - SMSPool for phone verification - TikAPIs for TikTok mobile API signing - Python/Playwright automation code - The main blocker has been reliable proxy infrastructure — accounts get created but sessions drop or proxies fail during warmup What we're looking for: - Someone who is currently running 20+ TikTok or Instagram accounts successfully with real reach (not zero-view shadowbanned accounts) - Your proven stack: what tools, proxies...
...a single codebase approach (React Native, Flutter, etc.) or separate native builds in Swift and Kotlin—what matters is reliability, speed and a modern UX. Core functions I have in mind include user sign-up/login, editable profiles, a swipeable feed for posts, image / video uploads, push notifications, direct and group messaging, and basic admin tools on the back end. I’m open to using Firebase, AWS Amplify, or a Node.js-based API if that speeds up real-time features and hosting. Design wise, I want a clean, social-first interface that feels instantly familiar yet fresh—nothing too cluttered, but definitely polished enough for App Store and Google Play review. Concrete deliverables: • Complete source code and project files • Testflight / APK buil...
...stacks, pot size) from a 1080p poker client video feed. Current setup: Video input: 1080p, 30fps Platform: Windows, Python What I need: High accuracy recognition of card ranks (A K Q J T 9–2) and suits on fixed screen regions Robust numeric OCR for stack/pot amounts (variable text) Must handle compression artifacts typical of video feeds. must handle normalization for more than 1 table analisis. In your proposal, please include: Final price for the complete module Which methods/approaches you would use to achieve the required precision Whether you have prior experience with OCR on live or recorded video, and briefly describe relevant projects Deliverable is a clean Python module integrating into the existing pipeline....
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...MVP Scope (Phase 1): 1. Web-Based User Portal * Secure login/authentication * Clean, modern dashboard ( branded) * Ability to upload or select a building dataset * View results in a simple, investor-friendly interface ⸻ 2. Demo Data + Data Pipeline * Use preloaded sample building data * Backend structured for future real-world drone data integration * Cloud storage (AWS S3 or similar) ⸻ 3. AI / Analysis Layer (Simplified) We are not expecting fully custom AI models at this stage. Use: * Pre-trained computer vision models * APIs or lightweight detection logic System should: * Identify visible issues (cracks, wear, anomalies) * Tag or highlight areas on images ⸻ 4. Building Score Engine (Core Feature) This is the most important pa...
...legal procedures by breaking down legal terms through in-depth analysis. The goal is for someone reading a charge sheet, a court notice, or a statute citation to ask, “What does this phrase actually mean?” and instantly receive a clear, context-rich explanation that covers statutory background, precedent, and practical implications. Here’s what I need: • A natural-language processing pipeline (Python preferred) that recognises legal jargon in user queries, even when phrased informally, and maps each term to an authoritative definition. • Generation logic that delivers not just a basic definition but a layered explanation: statutory source, relevant case law, typical procedural use, and real-world examples of how the term affects outcomes. • ...
...all schools automatically - Save images locally or cloud storage Folder structure: /posters/{date}/ File naming format: {school_name}{dd}{mmm}_{yyyy}.png Example: --- 5. USER INTERFACE (SIMPLE DASHBOARD) - Option to: - Enter prompt for a day - Upload monthly prompts - Start generation process - Show: - Progress (e.g., 20/56 completed) - Logs/errors if any --- 6. AUTOMATION FLOW Preferred flow: Input → Prompt generation → AI image generation → Auto save → Done Should support: - One-click run for all schools - Batch processing --- 7. TECH STACK (OPEN TO SUGGESTIONS) Preferred: - Python (backend automation) - Simple web UI (optional) - API-based system But open to: - Node.js - No-code/low-code solutions (if reliable) --...
...cao đế giày. Công việc cụ thể: Tích hợp code với Camera AI / Camera thông minh để quét hình ảnh realtime Xử lý hình ảnh đầu vào từ camera Detect viền đế giày, bề mặt tiếp xúc, độ nghiêng Kẻ line trực quan thể hiện phần cao thấp lệch nhau Tính toán sai số / độ chênh lệch theo pixel hoặc mm Tối ưu tốc độ xử lý để chạy ổn định realtime Bàn giao source code hoàn chỉnh Yêu cầu ứng viên: Thành thạo Python / C++ Có kinh nghiệm OpenCV, YOLO, TensorFlow, PyTorch hoặc thư viện AI tương đương Đã từng làm dự án camera công nghiệp / camera AI / vision inspection là lợi thế lớn Biết xử lý realtime stream R...
Build Python System to Combine Multiple Datasets, Calculate Distance & Manage Outreach Database (Simple One-Click Use) --- ### Description I am looking for a developer to build a **reusable data pipeline (Python preferred)** that combines multiple spreadsheets of UK businesses, calculates distance from my location, and outputs a clean master database for outreach. This will be used for **email marketing and in-person visits**, so distance and data quality are critical. **Important:** I am not technical and do NOT want to learn Python. The final system must be extremely simple to run (see “Ease of Use” section below). --- ### Core Requirements #### 1. Data Integration * Import multiple Excel/CSV files * Initial datasets include: * Rightmove ...
VICIdial Cloud Installation & 32-SIM Gateway Integration Expert Needed Job Description: We are currently using a 32-SIM GSM Gateway setup with VICIdial for inbound and outbound calling campaigns. We are looking for an experienced expert to migrate, configure, and optimize our system on a cloud-based environment. Scope of Work: Install and configure VICIdial on a cloud server (AWS / DigitalOcean / GCP) Integrate existing 32-SIM GSM Gateway with the cloud setup Configure SIP / VoIP connectivity Set up and optimize: Outbound campaigns Inbound call handling Ensure: Call quality Call routing System stability Enable: Call recording Reporting & analytics Fix data posting / call log sync issues (if any) Provide basic training and post-setup support Key Challenges to Address: Clo...
...and individual chats, and saves every message (plus date, time, sender, and chat ID) into a clean CSV file. Key points • Scope is message extraction only—no sending, no marketing logic. • Both group and one-to-one threads must be handled in the same run. • Output must be a single CSV per execution, ready for import to spreadsheets or a data warehouse. The solution can be written in Python, Node.js, or any language you are confident will compile on a standard Linux server. Please include clear setup instructions and a brief README so I can change credentials and select date ranges myself. Acceptance criteria – Connects via WhatsApp Business API credentials I provide. – Exports every message field (text, timestamp, sender, chat ty...
Build & deploy configurable stock scanner on client VPS: reads up to 10 Unicode symbol files, Alpaca real-time IEX data feed, configurable timeframe (H1/H4/D1/W1), X% price increase + N-candle volume filters (all inputs runtime-configurable, nothing hard-coded), 4 separate timeframe output files, 8 hourly automated runs, GUI for on-demand scans, full VPS environment setup (Python, libs, Alpaca SDK, scheduler, logging). Includes source code and documentation.
I am setting up a steady pipeline of hiring rounds and need a seasoned backend specialist to act as my external interviewer. The role is purely technical-assessment focused and covers both Node.js and Python since our stack toggles between the two. Here’s the flow I have in mind: • Before each session you craft or select a concise, real-world coding exercise that touches on algorithms, data processing logic or lightweight API work—nothing contrived, just the kind of task an engineering hire would tackle on day one. • You run a live 45- to 60-minute remote interview with the candidate, giving them the prompt, watching their screen, asking clarifying questions and probing for edge-case thinking. • Immediately afterward you deliver a written scorecard: c...
...map with smooth marker animation. 2. Accurate estimated-time-of-arrival alerts based on real-time traffic and current speed. 3. Route planning and stop-by-stop information for every line. 4. Push notifications for all user roles covering delays, schedule changes, and service announcements. 5. Secure sign-in with role-based views (Passenger, Driver, Admin). 6. A simple backend (Firebase, AWS, or your suggested stack) that stores routes, schedules, and location streams efficiently. Deliverables • Full Android Studio project with clean, well-commented Java code. • Backend source, database schema, and deployment instructions. • API documentation and a short user guide so I can onboard new drivers and admins myself. • One-week post-handover support...
...remove products, set prices, and view orders. • Real-time status updates: pending, paid, fulfilled. • Option to broadcast new-product announcements to all past buyers. Tech requirements • Telegram Bot API • Crypto payment API or on-chain listener (BTC, ETH, or USDT on ERC-20—open to your suggestion). • Secure storage of product files / license keys. • Clean, well-commented source code—Python, Node, or another widely supported language is fine as long as hosting is straightforward. Deliverables 1. Complete, production-ready bot deployed to my server or preferred hosting. 2. Source code in a private repo. 3. Step-by-step setup and usage guide. 4. One week of post-delivery support for bug fixes or minor tweaks. When yo...