I'm a CS candidate at IUBAT (Dhaka) with a dual focus — ML research and production full-stack engineering. I build end-to-end deep learning pipelines, edge-optimized AI systems, and MERN-stack applications that actually ship. Currently available for ML Engineering, MLOps, or Full-Stack internship roles.
- 2× paper accepted at ICCIT (biomedical ML benchmarks)
- Co-Founder at CollabCircle — collaborative ML/DL research group
- Projects span: UAV tracking, few-shot plant disease diagnosis, RAG pipelines, real-time debate platforms
ML / AI
Full-Stack
DevOps & Tools
| Project | Description | Stack | Links |
|---|---|---|---|
| BAT-Track | Energy-efficient visual tracker for UAVs — 39.3 FPS, 60.5% power reduction, 64.2% IoU | PyTorch · OSTrack · SiamAPN++ | GitHub · Demo |
| Edge-ViT-FSL | Cross-domain plant disease diagnosis under 10 MB, 73.93% accuracy with only 5-shot training | MobileViT-XS · SGAM · PyTorch | GitHub · App |
| Financial RAG Analyst | Production RAG pipeline over SEC 10-K filings (Apple, MSFT, Google) with hallucination monitoring | LlamaIndex · Qdrant · Llama 3 · Docker | GitHub · App |
| PCOS Benchmark | Leakage-safe clinical vs. ultrasound benchmark — calibrated ensemble hits AUROC 0.976 | XGBoost · LightGBM · CatBoost · ConvNeXt | GitHub |
| Project | Description | Stack | Links |
|---|---|---|---|
| DebateArena | Real-time AI-judged debate platform with matchmaking, solo-AI mode, and argument scoring 1–100 | Next.js 14 · Express · Socket.IO · Gemini | GitHub · Live |
| Pet Shop System | Role-based ops platform (Admin/Staff), analytics dashboard, multi-stage CI/CD pipeline | React · Express · MongoDB · Docker · GH Actions | GitHub · Live |
| Real Estate Platform | Multi-role MERN marketplace with content moderation pipeline, security audit log, and map integration | React · Node.js · Stripe · Cloudinary · Redux | GitHub · Live |
Research published and accepted at peer-reviewed venues.
- Voice-Based Parkinson's Disease Detection using SVM & XGBoost--(QPAIN) — Read Paper
- LENS-Guard: A Lightweight, Hybrid VAE-CNN for High-Recall Detection of Known and Unseen Threats--(ICECTE) — Read Paper
- Clinical vs. Ultrasound for PCOS Detection: A Calibrated, Leakage-Safe, Real-Time Benchmark — Accepted, ICCIT
- Reproducible ML Pipeline for Predicting Cosmetic Chemical Carcinogenicity and Reproductive Toxicity — Accepted, ICCIT
Dhaka, Bangladesh · Open to full time or remote internship,job & research collaboration