I am a 2nd-year CSE student at Premier University, Chittagong (graduating 2028). My goal is to become a Software Engineer with a strong specialization in AI, so I am building my foundation in two directions at once:
- Software engineering core: Data Structures & Algorithms, System Design, Computer Networking, web development
- AI engineering path: Machine Learning → LLMs → RAG → AI Agents → Agentic AI systems
I learn by building. Every topic below is something I am studying and turning into working projects.
| Focus | What I am exploring |
|---|---|
| 🤖 AI Agents | Tool use, planning, memory, multi-step reasoning loops |
| 🧬 Agentic AI | Autonomous workflows, multi-agent coordination, orchestration |
| 💬 LLMs | Prompting, fine-tuning concepts, embeddings, evaluation |
| 📚 RAG | Chunking, vector databases, retrieval, grounded generation |
| 📈 Machine Learning | Supervised learning, ensembles, feature engineering, validation |
| 🏗️ System Design | Scalability, distributed systems, networking fundamentals |
Languages
AI / Machine Learning
Web & Backend
Tools
| Project | Description | Stack |
|---|---|---|
| Air Canvas | Real-time hand-tracked drawing app. Draw in the air using hand landmarks from a webcam feed. | Python, OpenCV, MediaPipe |
| Storefront Flow | People in/out counter for shop doorways with YOLOv8 person tracking and a live dashboard. | Python, YOLOv8, OpenCV, React |
| Hospital Triage & ICU Dispatch Simulator | Prioritizes patients by severity with a min-heap PriorityQueue, dispatches a 24-bed fleet, runs a background vitals monitor thread and a Mass Casualty mode. |
Java, Swing, Multithreading |
| Cyber Runner: Grid Protocol | Retro-cyberpunk 2D platformer with an in-game terminal. | C++, Java, Python |
🧪 Next up: RAG chatbot and a tool-using AI agent project. Repositories will be added here as they ship.
Completed: Titanic, House Prices, Stellar Classification, Spaceship Titanic, F1 Pit Stops (Playground S6E5)
Approach: strong validation, feature engineering, then LightGBM / XGBoost ensembles.
Regular practice on LeetCode, Codeforces, and CodeChef, including Hard-level problems, using the structured UMPIRE method.
I am open to internships, collaboration, and conversations with engineers and mentors.
