Py'otr M.

Python Automation Engineer | AI Agents, Video Pipelines, Scraping

I turn work that eats your team's day into something that runs by itself — and keeps running after I hand it over. THE PROBLEM I SOLVE : ➤ Your scraper worked for a week, then the site started blocking it ➤ Video or audio editing quietly eats one person's entire day ➤ An AI feature demos beautifully and falls apart on real traffic ➤ A tool someone built for you that nobody left on the team can run ➤ A manual routine too small to hire for, too slow to keep doing by hand ➤ Data you need is locked behind a login, a captcha, or an undocumented app WHAT I ACTUALLY BUILD : 1 ▪ Web Scraping & Anti-Bot Data Extraction Playwright and SeleniumBase with stealth, proxy rotation, session handling and TLS fingerprint control. Built a multi-board job scraper that re-checks every URL before writing the row, so you never open a sheet full of dead links. 2 ▪ Python Automation & Workflow Pipelines Pull data, clean it, classify it with an LLM, store it, act on it. Scheduled, logged and restartable — not a script someone has to babysit. 3 ▪ AI Agents, RAG & LLM Integration RAG over your own documents, multi-step GPT-4o pipelines with validation at each stage, agents with real tool use. Built local-first semantic search across every file type where nothing leaves the machine. 4 ▪ Video Automation Pipelines Drop in a two-hour podcast, get ten ranked vertical clips back — face-tracked, subtitled, rendered, no editor involved. Also batch rendering from a spreadsheet and bulk multi-account upload. 5 ▪ Subtitle & Transcription Systems Word-level karaoke subtitles burned in from a single command, millisecond-aligned, any aspect ratio, right-to-left languages included. Open source. 6 ▪ AI Image Generation Pipelines Hundreds of images from a spreadsheet, run through two model families side by side so you can compare fidelity before committing a whole batch. 7 ▪ FastAPI Backends & REST Microservices Built a service that ingests game footage from five different sports platforms into S3 behind one endpoint. Ships as docker-compose with Swagger docs so your team runs it without me. 8 ▪ Desktop Tools Delivered as a .exe Your non-technical staff double-click it. No Python install, no API console, no setup call. 9 ▪ Android APK Analysis & Private API Recovery Working out how an app talks to its backend when the documentation is gone. Say so early if this is your project — the authorisation side matters as much as the technical side. 10 ▪ Scheduled Bots, Monitoring & Alerting Telegram and Discord bots, watchdog-supervised jobs, email pipelines. One of my own monitoring tools has processed 8,000+ alerts in production without anyone watching it. TOOLS & TECHNOLOGIES : ➤ Languages: Python ➤ TypeScript ➤ JavaScript ➤ C# ➤ SQL ➤ Bash ➤ AI/LLM: GPT-4o ➤ Claude ➤ Gemini ➤ DeepSeek ➤ LangChain ➤ RAG ➤ MCP servers ➤ ONNX ➤ Scraping: Playwright ➤ SeleniumBase UC ➤ curl_cffi ➤ BeautifulSoup ➤ Scrapy ➤ CapSolver ➤ Video/Audio: FFmpeg ➤ Whisper ➤ WhisperX ➤ Deepgram ➤ MediaPipe ➤ OpenCV ➤ Remotion ➤ Backend: FastAPI ➤ Node.js ➤ Express ➤ Django ➤ REST ➤ WebSockets ➤ Data: PostgreSQL ➤ Supabase ➤ MongoDB ➤ SQLite ➤ Redis ➤ Frontend: React ➤ Next.js ➤ TypeScript ➤ Three.js ➤ Tailwind ➤ Deploy: Docker ➤ AWS S3 ➤ Railway ➤ Vercel ➤ GitHub Actions ➤ Mobile: Frida ➤ APKtool ➤ JADX ➤ mitmproxy HOW I WORK : ➤ You send the problem. I tell you the smallest scope that solves it — before you pay anything ➤ You get a written plan with milestones, a fixed price and the risks I see, up front ➤ Larger builds split into 3-4 milestones, so you only release payment after seeing each piece run ➤ Progress updates as I go — you are never left wondering ➤ Handover includes a README, a runbook and a short walkthrough video ➤ 30 days of support after delivery, included, not billed WHAT MAKES ME DIFFERENT : ➤ I run two live products of my own — I am not only shipping other people's code ➤ I deploy it. You get something running, not a zip of scripts ➤ If your problem is smaller than you think it is, I will tell you and charge you less ➤ I would rather decline a project than miss a date I promised you ➤ UTC+5 — overlaps UK mornings and US East Coast afternoons. Replies in hours, not days WHAT I DO NOT TAKE ON : WordPress, Shopify and Wix work, no-code platforms, pure graphic design, data entry and manual testing. I say no quickly so neither of us wastes a week. HOW TO START : Send the problem in two or three sentences. Rough is fine — you do not need a spec. I come back with what I would build, a fixed price, a timeline I can actually hit, and the risks I would flag before writing a line of code. Tell me what you are stuck on. Python Automation, Web Scraping, Anti-Bot Scraping, Data Extraction, AI Agents, LLM Integration, RAG, OpenAI API, FastAPI, Backend Development, Video Processing, FFmpeg, Whisper Transcription, Subtitle Automation, AI Image Generation, Workflow Automation, API Integration, Reverse Engineering