MS + PhD (PMRF) @ IIT Madras; Visiting PhD @ Hokkaido University, Japan; Aff.M.ASCE
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Assessing your cultural and operational fit
IIT Madras
Data Scientist
June 19, 2026 – Present
Liquefaction-gravel-eml-2023
February 5, 2023 – July 6, 2025
This repository is associated with interpretable/explainable ML model for liquefaction potential assessment of gravelly soils. This model is developed using LightGBM and SHAP.
View ProjectLiquefaction-XGBoost-SHAP-Jas-Dodagoudar
July 6, 2022 – July 6, 2025
This repository is associated with interpretable/explainable ML model for liquefaction potential assessment of soils. This model is developed using XGBoost and SHAP.
View ProjectPullout-coefficient_XGBoost
January 17, 2022 – July 8, 2021
User interface to predict pullout interaction coefficients of geogrid through XGBoost model
View ProjectCultural Fit Analysis
The candidate's projects are primarily academic/research-focused, which aligns with a data scientist role requiring strong analytical and problem-solving skills. However, the lack of diverse project types or team-based work makes it difficult to fully assess cultural fit beyond technical alignment. The current role at IIT Madras as a Data Scientist suggests a research-oriented environment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.