As a Computer Science graduate with hands-on experience in machine learning, natural language processing (NLP), and generative AI, I’m driven to leverage data-driven solutions for real-world impact. My expertise spans sentiment analysis, sarcasm detection, and LLM prompt engineering, with a focus on solving complex problems in low-resource languages like Bangla. During my undergraduate thesis, I achieved 62% accuracy in public sentiment analysis using
BERT, even with limited computational resources. My work in Kaggle competitions (e.g.,
Automatic Essay Scoring and Sales Forecasting, and research in Bangla social media analysis,
demonstrate my ability to innovate in constrained environments.
Outside of technical pursuits, I’m passionate about geopolitics and current affairs, which fuels my curiosity for understanding societal trends. Gaming and writing help me unwind while keeping my problem-solving skills sharp.