Projects
প্রকল্পসমূহ
A selection of machine learning, analytics, and AI projects built through research, experimentation, competition work, and practical implementation.
Selected work
Each project keeps its original content and links, but the presentation is now calmer, lighter, and more consistent with the homepage typography, spacing, and material palette.
These projects balance curiosity with implementation discipline. The motion here stays understated, giving the archive a clearer editorial pause before the work grid begins.
A personal data analysis project exploring self-discovery through quantitative analysis of daily life patterns, habits, routines, and emotions. Using statistical analysis and data science techniques to uncover meaningful trends and correlations in personal behavioral data.
A machine learning project developed for Trilytics '23 Analytics Case Study Competition by PGDBA, IIM Calcutta. Achieved 95% accuracy using Random Forest for mining incident classification. Our team advanced to the second round of the competition.
Implementation of Markov Decision Process (MDP) algorithms to solve grid world navigation problems. This project explores fundamental concepts of reinforcement learning through practical application.