I’m a final-year CSE undergraduate focused on building intelligent systems by combining research thinking with practical implementation.
I enjoy working at the intersection of:
- AI/ML Engineering
- Research & experimentation
- Real-world system design
My core interests:
Computer Vision • NLP • HCI • Vision-Language Models
I’m especially curious about how models understand human language and visual data, and how those ideas can be transformed into usable systems.
- Exploring Hugging Face ecosystem
- Learning ML system deployment (Docker, FastAPIs)
- Improving research implementation skills
- Building user-facing AI applications
- Built a bilingual legal AI assistant using Hybrid RAG with ChromaDB embeddings, BM25 retrieval, and Reciprocal Rank Fusion
- Developed a production-ready FastAPI + Modal backend powered by Groq-hosted LLaMA-3-70B with structured citations and confidence scoring
- Designed a React frontend with Bengali/English support achieving low-latency serverless inference (1–2s post-warmup)
Repo: LegalEase-BD
Tech: Python, FastAPI, Modal, Groq, ChromaDB, Sentence-Transformers, BM25, React, Vite, Tailwind CSS
- Built a real-time face recognition attendance system supporting 50+ individuals
- Improved recognition robustness through data augmentation and threshold tuning
- Automated preprocessing pipeline with duplicate-safe attendance logging
Repo: DeepAttend
Tech: Python, TensorFlow, OpenCV
- Developed a marketplace platform connecting regional buyers and sellers across Bangladesh
- Implemented product management, authentication, ordering workflow, and role-based interaction system
- Designed SQL Server-backed backend architecture with Windows Forms frontend integration
Repo: Regional Product Trade Management System
Tech: C#, .NET Framework, SQL Server
- Rapidly turn ideas into working prototypes
- Bridge research & real-world systems
- Read papers and actually implement them
- Focus on usability, not just models
I’m interested in building AI systems that don’t just work in theory but solve real problems in practice.