About
Education, background & research focus
Indian Institute of Technology Madras
I'm a second year M.Tech student in Data Science and AI at IIT Madras, currently working as a Research Assistant under Professor Arun Rajkumar. My interests sit at the intersection of machine learning theory and practice, particularly rank aggregation and statistical learning alongside a strong hands on background in building and deploying full-stack and MLOps systems.
Education
Academic timeline
M.Tech, Data Science and AI
Indian Institute of Technology MadrasSecond year. Working as Research Assistant under Prof. Arun Rajkumar on machine learning, rank aggregation and statistical learning.
M.Tech, Computer Science & Engineering
Indian Institute of Technology (ISM) DhanbadCompleted one year before moving to pursue Data Science & AI specialization at IIT Madras.
B.Tech, Computer Science & Engineering
Kalinga Institute of Industrial Technology (KIIT)Awarded the Study in India (SII) scholarship by the Ministry of Education, Government of India. Built the KIIT International Student Portal (MERN stack) as a major project.
Higher Secondary (XII)
Govt. Ashek Mahmud College, JamalpurSecondary (X)
Jamalpur Zilla School, JamalpurCoursework & Achievements
Relevant coursework
Secured an 'S' (10 out of 10) grade in Machine Learning Operations Lab.
Participated in Agglomeration 1.0, organized by the CSE Society, IIT (ISM) Dhanbad — 18–19 Jan 2025.
Research Interests
What I work on
Designing and evaluating learning systems that hold up on noisy, real-world data from classical models to modern pipelines.
Combining preference and ranking signals from multiple sources into consistent, reliable orderings.
Grounding model choices in statistical theory, understanding guarantees, trade-offs and failure modes.
Shipping ML responsibly: versioned data, tracked experiments, orchestrated pipelines and live monitoring.
Technology
Tools & stack
Languages, ML tooling, MLOps infrastructure and full-stack web technologies I work with regularly.