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Assessing your cultural and operational fit
IIT - Gandhinagar
Data Scientist
June 16, 2026 – Present
scalable-gpr-sketching
March 24, 2026 – Present
Scalable Gaussian Process Regression via ridge leverage score sketching with theoretical guarantees. Provides efficient approximation of predictive mean, variance, and marginal likelihood, with strong empirical performance on large-scale datasets.
View ProjectData-independent-neural-pruning-via-coresets
September 4, 2021 – September 5, 2021
Data-independent-neural-pruning-via-coresets — GitHub repository
View ProjectPaperAcceptancePrediction
February 3, 2020 – July 23, 2020
PaperAcceptancePrediction — GitHub repository
View ProjectCultural Fit Analysis
The candidate's projects show a strong academic and research-oriented focus, which could align well with a culture that values deep technical exploration and problem-solving. However, the lack of diverse project types or team-based work descriptions makes it difficult to fully assess broader cultural fit. The experience level is 0, suggesting this is an entry-level or very early career candidate, which might require more mentorship in a senior role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.