Researcher | Learner | Speaker

I am a Ph.D. student at the Bellini College of Artificial Intelligence, Cybersecurity, and Computing at the University of South Florida. I work as a Research Assistant under the supervision of Prof. Anshuman Chhabra in the PALM Lab. My research focuses on Generative Models (LLMs, VLMs), Agentic AI, Data-Centric AI, and Optimization. Previously, I have worked in the domains of Computer Vision and Automatic Speech Recognition.

Prior to starting my Ph.D., I worked as an NLP Engineer at Verbex AI, where I contributed to the development of Bengali Large Language Models and a multi-agent platform. I also served as a Machine Learning Engineer at ACI Limited, one of the largest conglomerates in Bangladesh, where I developed the ACI ChatBot and a Transformer-based Recommender System.

I believe that perseverance is essential to accomplishing any task. I strive to maintain this quality while being mindful of limitations. I organize my time efficiently to perform my responsibilities with focus and enthusiasm. I consider these qualities fundamental to skill development and achieving meaningful outcomes.

Outside of academics, I enjoy listening to music and aspire to travel the world to experience its natural beauty. In my leisure time, I also like to draw landscapes and natural scenery.

Higher Secondary Certificate (HSC)

• July 2015 - June 2017

• Science Group

• Govt. Azizul Haque College, Bogura, Bangladesh

Senior NLP Engineer, Hishab Limited, Bangladesh

• September 2023 - July 2025

• I worked on bilingual LLM projects involving data collection, translation, and model fine-tuning. Contributed to GPT-based emergency helpline and developed a multi-agent system for call centers. I have modified the titoken codebase to train tiktoken faster.

Machine Learning Engineer, ACI Limited, Bangladesh

• June 2023 - September 2023

• Developed a transformer-based recommender system for Shwapno and a sentiment classification model (BERT) for multilingual comments. I also created a RAG-based chatbot for ACI Limited's customer queries.