Siddharth Pathak

Data Scientist

https://talent.gravityer.com/siddharth-pathak

Mathematics, Statistics, Programming & Algorithms.

Indian Institute of Technology Kanpur

Key Strengths

Demonstrated interest in data science and statistical modeling through numerous personal projects.
Experience with Python and R, key languages for data science.
Exposure to advanced topics like Markov Chain Monte Carlo, non-parametric inference, and stochastic modeling.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects are primarily academic or personal, indicating a strong interest in theoretical and research-oriented data science. The single listed work experience is current and also academic. This profile suggests a fit for roles that value deep analytical work and research, but less so for fast-paced, product-driven industry roles without further evidence. The experience level is listed as 0, which contradicts the current 'Data Scientist' role at IIT Kanpur, suggesting a potential mismatch in self-assessment or a very early career stage.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. The psychometric test score is 0, providing no insights.

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Projects

CS253-Course-Project

January 15, 2025 – September 2, 2025

CS253-Course-Project — GitHub repository

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In-Depth-Analysis-of-Car-Auctions-in-USA

December 9, 2024 – December 9, 2024

This is our course project for MTH443 (Data Mining and AI Techniques), conducted during the Fall semester of 2024.

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Non-Parametric-Inference-on-World-Bank-Data

November 10, 2024 – November 10, 2024

Non-Parametric-Inference-on-World-Bank-Data — GitHub repository

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Stochastic-Modeling-for-Option-Pricing

August 21, 2024 – August 24, 2024

Stochastic-Modeling-for-Option-Pricing — GitHub repository

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Randomized-Algorithm-to-Efficiently-Find-Exact-Median-

May 7, 2024 – May 7, 2024

Randomized-Algorithm-to-Efficiently-Find-Exact-Median- — GitHub repository

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Efficient-Estimators-via-Markov-Chain-Monte-Carlo

April 16, 2024 – May 1, 2024

Efficient-Estimators-via-Markov-Chain-Monte-Carlo — GitHub repository

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Probabilistic-Data-Driven-Sampling-via-Multi-Criteria-Importance-Analysis

October 10, 2023 – May 1, 2024

Probabilistic-Data-Driven-Sampling-via-Multi-Criteria-Importance-Analysis — GitHub repository

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Parallel-Probabilistic-Data-Sampling

September 26, 2023 – December 7, 2023

Implementing MPI-based parallel data sampling method based on the following paper:

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EE798_Course_Project

July 11, 2023 – July 11, 2023

EE798_Course_Project — GitHub repository

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SimTools

March 11, 2020 – August 25, 2023

Variability assessment for simulation methods in R

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Key Strengths

Demonstrated interest in data science and statistical modeling through numerous personal projects.
Experience with Python and R, key languages for data science.
Exposure to advanced topics like Markov Chain Monte Carlo, non-parametric inference, and stochastic modeling.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. The psychometric test score is 0, providing no insights.

Siddharth Pathak

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit