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MS (Research) student of Applied Mechanics at Indian Institute of Technology, Delhi. Currently working on Constitutive law discovery using probabilistic ML.
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Indian Institute of Technology
Data Scientist
June 19, 2026 – Present
debrup-sarkar.github.io
March 21, 2026 – Present
debrup-sarkar.github.io — GitHub repository
View ProjectParallel_MCMC_Euclid_trials
March 6, 2024 – March 7, 2024
Parallel_MCMC_Euclid_trials — GitHub repository
View ProjectGibbs-Sampling-for-Parameter-Estimation-in-Linear-Models
February 22, 2024 – February 22, 2024
Gibbs-Sampling-for-Parameter-Estimation-in-Linear-Models — GitHub repository
View ProjectNumerical-Methods-in-MATLAB
February 18, 2024 – February 21, 2024
Numerical-Methods-in-MATLAB — GitHub repository
View ProjectRobust-Adaptive-Metropolis-algorithm-for-parameter-estimation-in-linear-models
November 2, 2023 – February 21, 2024
Robust-Adaptive-Metropolis-algorithm-for-parameter-estimation-in-linear-models — GitHub repository
View ProjectMetropolis-Hastings-algorithm-for-parameter-estimation-in-linear-models
October 5, 2023 – February 27, 2024
Metropolis-Hastings-algorithm-for-parameter-estimation-in-linear-models — GitHub repository
View ProjectCultural Fit Analysis
The candidate's projects are heavily focused on academic/research-oriented statistical modeling (MCMC, linear models) primarily using Matlab, with one Python project. This indicates a strong interest in quantitative analysis. However, the lack of diverse project types, team-based projects, or broader data science tools (e.g., SQL, cloud platforms, big data technologies) suggests a potentially narrow scope of experience for a typical industry Data Scientist role. The current role at 'Indian Institute of Technology' as 'Data Scientist' is listed with a future start date (2026-06-19), which makes it difficult to assess current practical experience or cultural alignment with an immediate industry role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or detailed experience descriptions are available.