Designing reliable computer vision pipelines, intelligent automation tools, and full-stack software architectures.
- 🔭 Specialization: Real-Time Computer Vision (YOLOv8 / OpenCV), Applied Machine Learning, and Autonomous Sandboxed Systems.
- 🛠️ Engineering Principles: Clean modular architecture, deterministic test coverage, low-latency inference, and human-centric software design.
- 🌱 Learning & Research: Edge AI deployment, high-throughput backend systems, and multimodal vision models.
- 💬 Ask Me About: Python, OpenCV, YOLO, FastAPI, TypeScript/React, Scikit-Learn, and Database Engineering.
Languages : Python, TypeScript, JavaScript, SQL, HTML5, CSS3, Bash/PowerShell
Machine Learning : PyTorch, Scikit-Learn, YOLOv8 (Ultralytics), OpenCV, NumPy, Pandas
Backend & APIs : FastAPI, Uvicorn, RESTful Architectures, WebSockets, SQLite, PostgreSQL
Frontend & UI/UX : React 18, Next.js 14, TypeScript, Tailwind CSS, Vite, Streamlit
DevOps & Tooling : Git, GitHub Actions, Docker, Linux, VS Code, Postman
| Domain | Core Stack & Frameworks |
|---|---|
| Machine Learning & CV | PyTorch, Scikit-Learn, YOLOv8, OpenCV, NumPy, Pandas, Haar Cascades, HOG |
| Backend Engineering | FastAPI, Python 3.12, Async WebSockets, REST APIs, SQLite, Pydantic |
| Frontend Development | React 18, TypeScript, Tailwind CSS, Next.js 14, Vite, Streamlit |
| Tooling & Environments | Git, GitHub Actions CI, Docker, VS Code, Postman, Shell Scripting |
Full-Stack Real-Time Object Detection Suite powered by YOLOv8, FastAPI, and React.
- Sub-50ms inference with multi-model selection (
yolov8n,yolov8s,yolov8m). - Interactive bounding box confidence thresholding, webcam streaming, class filtering, and analytics export.
AI-Powered Security Camera & Real-Time Video Surveillance Platform.
- Live video stream processing, motion trigger analytics, intrusion event logging, and WebSocket telemetry.
📄 DocuFlow
Enterprise Document & Invoice Intelligence Platform.
- Automated invoice data extraction, line-item parsing, visual bounding-box inspector, and spend analytics with FastAPI + React.
Autonomous Sandboxed Code & Task Execution Agent.
- Multi-step ReAct state machine orchestrating Python/PowerShell code synthesis with isolated subprocess execution.
Comprehensive 30-Day Python Mastery Course.
- Industry-aligned 30-day curriculum with daily labs, code implementations, exercises, and an OOP capstone application.
Applied Machine Learning & Python Engineering Laboratory.
- Production-ready implementations of conversational engines, NLP models, and computer vision utilities.
- 📧 Email: shayanshah.edu.pk@gmail.com
- 🐙 GitHub: @Shaayan-shah
Engineered with precision • Open to collaboration on Machine Learning & Computer Vision systems