Building practical AI systems across Machine Learning, Generative AI, RAG,
agentic systems, developer tooling, and AI infrastructure.
I'm Muhammed Hammad S (
@hammad986) — a B.Tech student in Computer Science and Business Systems at Kingston Engineering College, focused on Artificial Intelligence and Machine Learning.My interests span Generative AI, Retrieval-Augmented Generation (RAG), agentic and autonomous AI systems, AI engineering, and AI infrastructure. I learn by building — shipping real-world tools like video intelligence systems, RAG pipelines, LLM-powered CLIs, and multi-agent automation platforms rather than stopping at theory.
Currently moving deeper into advanced AI / Generative AI engineering.
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Currently working on: AI/ML · Generative AI · RAG · Agentic AI · Autonomous AI Systems · AI Engineering · AI Infrastructure
Open to: AI/ML internships · Generative AI opportunities · AI Engineering opportunities
📧 Reach me: [email protected]
Ollama · OpenRouter · LM Studio · Faster-Whisper · Gemini · Claude · DeepSeek · Qwen
| Project | Description | Stack |
|---|---|---|
| 🎬 Advanced Video QA System | Local-first AI Video Intelligence Workbench — transcript generation, semantic search, evidence-grounded Q&A, multi-video comparison, and FAISS retrieval for research workflows. | Python · Whisper · FAISS |
| 🎙️ Video Transcriber | Converts video / YouTube audio into exact text using Faster-Whisper — accurate speech-to-text extraction without AI modifications. | Python · Faster-Whisper · Streamlit |
| 📈 Binance Futures Testnet Trading Bot | Modular Python CLI for placing MARKET and LIMIT orders on Binance USDT-M Futures Testnet — clean architecture, robust validation, structured logging. | Python · REST API · CLI |
| 🗂️ Dcobot-CLI | RAG-driven CLI automating document ingestion and indexing — semantic chunking, vector embeddings, and ultra-fast similarity search on a FAISS database. | Python · RAG · Embeddings · FAISS |
| 🤖 Terminal AI Assistant | Production-ready AI terminal assistant with JWT authentication, crisis detection, SQLite conversation storage, JSON incident mirroring, exports, and backups. | Python · JWT · SQLite |
| 🖼️ Image Toolkit Pro | Desktop image processing and computer vision toolkit — editing, detection, webcam analytics, batch processing, and reporting. | Python · OpenCV · Tkinter |
All public repositories of @hammad986, grouped by domain.
✨ Generative AI / RAG / Agentic Systems
- video-qa-RAG — Evidence-based video question answering using RAG.
- Kingston_Engineering_college — End-to-end college website with an advanced RAG chatbot.
- Sentinel-AI (template) — FastAPI + SQLModel + OpenRouter AI assistant with JWT auth, conversational UI, and parallel crisis detection.
- Smart-AI-Docs — Document intelligence platform extracting structured data from PDFs/images with multi-provider fallback.
- AI-Proposal-Writer — Next.js proposal generator with Gemini-powered content generation (live demo).
- Autonomous-Marketing-Agent — Modular multi-agent marketing automation powered by LLMs, Apify, and Python.
- openhand_ai — Automation agentic AI that turns user input into the desired output.
- Aetherion-AI — Advanced autonomous AI system concept/build.
🧬 AI / Machine Learning
- AI-Based-Brain-Tumor-Detection-System-Using-MRI-Image-Classification — MRI image classification for brain tumor detection.
- Guarding-transactions-with-AI-powered-credit-card-fraud-detection-and-prevention — AI-powered credit card fraud detection and prevention.
- OpenCV-MiniLab — Python/OpenCV toolkit for basic image processing, drawing, face detection, and video capture.
📊 Data Science / Analytics
- DeepCSAT-E-commerce-Customer-Satisfaction-Score-Prediction — Predicts CSAT scores from e-commerce support data as an early-warning churn system.
- Customer-Segmentation-and-Product-Recommendations-in-E-Commerce — Segmentation and recommendations from online retail transactions.
- Flipkart-Customer-Support-Analysis — Customer support data analysis.
🌐 Web Development & Applications
- aetherion-labs — Aetherion Labs site: custom AI software, intelligent systems, automation tools, and modern web apps.
- Hammad-Portfolio — Personal portfolio site.
- dealflow-crm — Client/deal pipeline CRM with kanban, activity timeline, follow-ups, and revenue analytics — 100% client-side.
- invoice-generator-pro — Smart invoice/quotation generator with live preview and PDF export.
- Nexus-AI-Dashboard — AI-native operational intelligence platform with real-time analytics and AI copilots.
- simple_foundation_website — Foundation website built in TypeScript.
- resume-template — Resume template for reference.
- College website iterations: Kingston-Engineering-College · KINGSTON-ENG-COLLEGE · KEC_by_Hammad_2
- Front-End-Website-Development — Front-end developed website (PHP).
🎓 Academic / Experimental
- Data-Science-Intern-Assignment-Primetrade.ai- — Data science internship assignment.
- skills-introduction-to-github — GitHub Skills course exercise repo.
| Role | Organization |
|---|---|
| Machine Learning Intern | Saiket Systems |
| AI / Data Science Intern | Labmentix |
| Full Stack Web Developer Intern | CodeBind |
B.Tech — Computer Science and Business Systems · Kingston Engineering College
- AWS × Deloitte — Forage job simulation
- Oracle Cloud certifications
- NISM certification
- Member — Institution of Engineers
🎮 Gaming — Call of Duty Mobile |
Generated automatically via GitHub Actions (lowlighter/metrics) — no runtime third-party endpoints.
Regenerated daily via GitHub Actions.
Muhammed Hammad S (hammad986) — AI/ML Engineer building GenAI, RAG, and autonomous AI systems.