AI / Computer Vision Engineer · Tashkent, Uzbekistan
Building real-time industrial safety monitoring with YOLO, PyTorch and FastAPI.
I'm a final-year Artificial Intelligence student at Andijan State Technical Institute, and the founder and technical lead of Sergak AI — a computer-vision system that turns a factory's existing CCTV into a real-time workplace safety monitor.
Most of my work sits where deep learning meets things that have to run 24/7 on real hardware: training YOLO detectors on custom datasets, wiring them to live RTSP streams that drop and reconnect, and wrapping the whole thing in a backend and dashboard a plant safety officer will actually use.
- 🔭 Currently building Sergak AI — PPE, fall, fire and phone-usage detection on live CCTV
- 🧠 Focus areas: Computer Vision, dataset engineering, on-premise / edge deployment
- 🌱 Currently learning: network administration (CCNA) and cybersecurity fundamentals
- 💬 Ask me about: YOLO training pipelines, RTSP/NVR integration, FastAPI backends, Telegram bots
- 📫 Reach me: mardonbeksulaymonqulov156@gmail.com
- 🇺🇿 O'zbekcha versiya
Languages
ML / Computer Vision
Backend & Infra
| Project | What it does | Stack |
|---|---|---|
| sergak-ai | Real-time workplace safety monitoring on existing CCTV — five YOLO detectors, NVR discovery, operator dashboard, Telegram alerting | YOLOv8, PyTorch, FastAPI, Docker, aiogram |
| vivamed-qr-verification | Tamper-evident QR verification for clinical PDF documents — 13-layer security model, HMAC-signed 5-minute private file gateway, revocable documents | Cloudflare Workers, Apps Script, HMAC-SHA256 |
| helmet-detection-yolo | Hard-hat detection trained on real factory footage — 97.5% mAP@50, 82.2% mAP@50-95 | Ultralytics, OpenCV, CVAT |
| clinic-ai-assistant | 24/7 bilingual clinic assistant on Cloudflare Workers — knowledge-base grounded, lead capture, human handover | Cloudflare Workers, Gemini, Telegram, Instagram |
| imaan-water-bot | Bilingual UZ/RU Telegram ordering bot — cart, map-pin address, operator routing, session state in Workers KV | Cloudflare Workers, Workers KV |
| livesill-landing | Product landing page taking paid-ad traffic — order pipeline with honeypot, per-phone dedupe, retry and Telegram fan-out | Vanilla JS, Netlify Functions |
| universal_downloader_bot | Telegram bot that downloads video from Instagram and YouTube | Python, aiogram, yt-dlp |
- 🥇 1st place — AI Skills Challenge 2026 (3rd-degree diploma)
- 🥇 1st-degree diploma — "Oliygoh kubogi", Artificial Intelligence track, ADTI 2026
- 🎓 Zimniy Universitet (SPbPU, Saint Petersburg) — "Technolog" track certificate, 2025
- 📜 GeekBrains — SQL query optimization, 2025
- ♟️ 1st place — institute chess championship, 2023
Open to AI / Computer Vision engineering roles and freelance projects.