Kanchan User
@kanchanuser4
I'm a Mathematics and Computing student evaluating AI systems and fintech models through rigorous experimentation.
IndiaWhat I'm looking for
I've built and documented an 11-step minute-level equity prediction research pipeline as a Fintech Research Intern for the Dr. T.M.A. Pai Endowment Chair, combining technical indicators and FII flow data with quality checks, walk-forward backtesting, and SHAP analysis.
I also build and evaluate AI systems, including a corrective RAG support agent with automated evaluation checks and a multi-agent financial platform with responsible AI moderation. I approach results skeptically: I flagged an underpowered search-ranking experiment and diagnosed a scoring bug that had inflated model outputs by 2x.
Experience
Work history, roles, and key accomplishments
Fintech Research Intern
Dr. T.M.A. Pai Endowment Chair
May 2026 - Jun 2026 (1 month)
Built and documented an 11-step research pipeline for minute-level equity prediction, integrating multiple independent data sources with data-quality checks. Validated findings using walk-forward backtesting and SHAP-based interpretability analysis, systematically diagnosing model failure patterns.
Education
Degrees, certifications, and relevant coursework
Manipal Institute of Technology
Bachelor of Technology, Mathematics & Computing
Grade: CGPA: 7.6
Pursuing a B.Tech in Mathematics & Computing with a minor in Applied Mathematics, maintaining a CGPA of 7.6 and a last semester CGPA of 9.3.
Availability
Location
IndiaAuthorized to work in
Portfolio
github.com/DiyaMittal05Job categories
Skills
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