Pulkit Mahajan

Data Scientist

https://talent.gravityer.com/pulkit-mahajan

Quantitative Researcher and Developer B.Tech Computer Science Proficient in C/C++, python3, Cython, lil bit of Java too AI/ML/systems

Nomura

Key Strengths

Strong foundational knowledge in Python for data science and machine learning.
Extensive experience with Bayesian methods (RNNs, LSTMs) and MCMC, indicating a deep understanding of advanced statistical modeling.
Demonstrated interest in Natural Language Processing (NLP) through projects like 'NLP-Social-Bias' and 'HMM_pos_tagger'.
Practical application of machine learning in financial contexts ('mean-reversion').
Experience with Jupyter Notebooks for data exploration and model development.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project portfolio shows a strong inclination towards advanced machine learning and data science topics, particularly in Bayesian methods and NLP. This aligns well with a research-oriented or technically deep data scientist role. The diversity of personal projects suggests a self-driven individual with a passion for exploring complex problems. However, the lack of team-based or collaborative project descriptions makes it difficult to assess cultural fit in a team environment. The candidate's current role as a Data Scientist at Nomura suggests industry relevance, but without details on responsibilities, it's hard to fully gauge alignment.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback are available.

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Projects

wazzup

July 3, 2025 – July 4, 2025

a news utility - equipped with an openai wrapper

View Project

keycloak-extentions

April 17, 2024 – April 22, 2024

keycloak-extentions — GitHub repository

View Project

rescue-hangman

March 9, 2024 – March 20, 2024

To build a strategy for Hangman game, to predict the target words with only the length of the target word given as the input information.

View Project

mean-reversion

February 19, 2024 – February 24, 2024

Mean Reversion Strategy

View Project

pulkit-m.github.io

January 22, 2024 – July 8, 2025

Portfolio Website

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NLP-Social-Bias

May 25, 2023 – May 26, 2023

Detecting and Classifying Social Bias in text

View Project

HMM_pos_tagger

April 9, 2023 – April 20, 2023

Comparing HMM-Viterbi-Symbolic and HMM-Viterbi-Vector algorithms

View Project

spcup_2022

March 29, 2022 – March 31, 2022

spcup_2022 — GitHub repository

View Project

Bayesian-LSTM

November 24, 2021 – December 7, 2021

Bayesian LSTM via MCMC

View Project

BayesianRNNs

April 23, 2019 – November 24, 2021

Bayesian NNs (FNN, RNN and more) via parallel tempering & MCMC

View Project

Key Strengths

Strong foundational knowledge in Python for data science and machine learning.
Extensive experience with Bayesian methods (RNNs, LSTMs) and MCMC, indicating a deep understanding of advanced statistical modeling.
Demonstrated interest in Natural Language Processing (NLP) through projects like 'NLP-Social-Bias' and 'HMM_pos_tagger'.
Practical application of machine learning in financial contexts ('mean-reversion').
Experience with Jupyter Notebooks for data exploration and model development.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback are available.

Pulkit Mahajan

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit