Professional Summary
Results-driven Machine Learning Engineer with a strong foundation in computer science, evidenced by honors in competitive programming. Specializing in Natural Language Processing and Generative AI, with hands-on experience in developing and fine-tuning models using PyTorch, TensorFlow, and the Hugging Face ecosystem. Proven ability to architect and implement complex systems, from low-level compilers to full-stack web applications and advanced RAG pipelines.
Research & Key Projects
Plurality Evaluation of LLMs: A South Asian Perspective
Developed a novel metric to assess LLMs with a South Asian focus. Evaluated models like Llama 3, Gemma, and GPT-3.5 to benchmark their cultural and linguistic nuances.
UAV Localization via Reinforcement Learning from Human Feedback
Conducted research in computer vision for precise object detection and localization of UAVs. Implemented and fine-tuned a SLAM system using Reinforcement Learning.
Compiler for ARM-M Architecture
Built a functional compiler that translates high-level assembly code into ARM-M machine code, demonstrating a deep understanding of computer architecture and low-level systems.
Professional Experience
Web Developer (Remote)
Jan 2022 - Present
Progress Magazine, Dhaka
- Developed and maintained the dynamic website for a civil society magazine using WordPress.
- Managed web content, implemented regular updates, and ensured optimal site functionality and security.
Co-curricular & Leadership
President
Dec 2022 - Jan 2024
ICMA NSU Student Chapter
- Led the student chapter of a US-based local government organization, coordinating events and workshops.
- Collaborated with the South Asian Institute for Policy and Governance (SIPG) on various initiatives.
- Previously served as Director of Publications and Research for two terms.