Curriculum Vitae
Education
- Ph.D. in Computer Science, University of Vermont, Burlington, VT (In Progress)
- M.Sc. in Computer Science, University of Maine, Orono, ME, 2023
- B.Sc. in Computer Science and Engineering, BRAC University, Dhaka, Bangladesh, 2020
Work Experience
- Machine Learning Engineer, Bista Solutions Inc., Plano, TX
- Researcher, BRAC University, Dhaka, Bangladesh
- Machine Learning Engineer, Polyfins Technology Ltd, Fremont, CA
- Software Engineer (AI), Hawar IT, Sneek, Netherlands
- Computer Vision Researcher, Animo AI, Dhaka, Bangladesh
- ML Engineer, Omdena (EmpowerYu Project)
- AI Engineer, Opus Technology Limited, Dhaka, Bangladesh
- Frontend Developer, ISSM, Dhaka, Bangladesh
- Mentor, BRAC University, Dhaka, Bangladesh
Skills
- Python, PyTorch, TensorFlow, Keras, Scikit-learn, NumPy, Pandas, Matplotlib, OpenCV
- LLM Fine-tuning (LoRA, QLoRA, PEFT), RAG, RLHF, vLLM, FAISS, LangChain, HuggingFace, CUDA
- Distributed Training, Weights & Biases (WandB), Docker, Git, Linux, Bash
- LaTeX, HTML, CSS, JavaScript
Certificates
-
IBM Data Science Specialization
Fundamentals of Scalable Data Science, Advanced Machine Learning and Signal Processing, Applied AI with DeepLearning -
Alberta Machine Intelligence Institute Specialization
Introduction to Applied Machine Learning, Machine Learning Algorithms: Supervised Learning Tip to Tail -
University of Washington Machine Learning Specialization
ML Foundations, Classification, Regression, Clustering & Retrieval -
DeepLearning.AI
Neural Networks and Deep Learning, NLP with Classification and Vector Spaces, NLP with Probabilistic Models -
University of Michigan Python Specialization
Programming for Everybody, Python Data Structures, Using Python to Access Web Data, Retrieving and Visualizing Data, Intro to Data Science
Publications
- Explainable Indoor Localization of BLE Devices..., Future Generation Computer Systems, 2022
- Interpretable Differential Diagnosis..., Healthcare, 2023
- CS: GO Action Recognition..., 13th ICTS, 2021
Projects
- Agentic AI for Home Hemodialysis Monitoring
- Multi-Agent LLM Clinical Decision Support System
- Interpretable Regression for Medical Time Series