Kumud Lakara

Data Scientist

https://www.opentalent.in/kumud-lakara

Gurgaon, Haryana, IndiaMember since June 16, 2026

Key Strengths

Strong foundational knowledge in Python, evidenced by numerous projects.
Experience with machine learning and data science related projects (MAD_Sherlock, GRL_Mini_Project, BFA-Attacks-and-Defences, MRI-image-colorization, Shifts_evaluation_metrics_regression).
Academic background from the University of Oxford (MSc thesis project MAD_Sherlock) indicates strong theoretical understanding.
Exposure to Jupyter Notebook for data analysis and experimentation.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects demonstrate a strong inclination towards research and academic applications, particularly in machine learning and data science. The diversity of projects, while technically focused, suggests an individual contributor profile. Without information on collaborative projects or team roles, assessing cultural fit for a team-oriented environment is challenging. The projects align well with a Data Scientist role, indicating a good technical fit for the domain.

Soft Skills & Operational Fit

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

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Projects

Adgent

February 28, 2026 – Present

Agentic Advertisements

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MAD_Sherlock

March 6, 2024 – August 28, 2024

This repository contains code for my MSc thesis for the Advanced Computer Science course at the University of Oxford

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GRL_Mini_Project

December 21, 2023 – January 1, 2024

Experiments for the Graph Representation Learning Mini Project.

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BFA-Attacks-and-Defences

April 5, 2022 – June 23, 2022

Code for Design and Analysis of Novel Bit-flip Attacks and Defense Strategies for DNNs: https://www.researchgate.net/publication/359699791_Design_and_Analysis_of_Novel_Bit-flip_Attacks_and_Defense_Strategies_for_DNNs

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DBM-Dataset

April 3, 2022 – June 3, 2022

DBM-Dataset — GitHub repository

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MRI-image-colorization

March 16, 2022 – March 16, 2022

MRI-image-colorization — GitHub repository

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OS_Project

November 28, 2021 – December 1, 2021

OS Project for 5th Sem

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Shifts_evaluation_metrics_regression

September 21, 2021 – October 7, 2021

This repository contains the code for reproducing the results of our evaluation metrics on regression tasks.

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Medium-codes

January 4, 2021 – January 30, 2021

Medium-codes — GitHub repository

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Prattle

November 21, 2020 – December 22, 2020

Terminal chat application with in-app file transfer capability.

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Key Strengths

Strong foundational knowledge in Python, evidenced by numerous projects.
Experience with machine learning and data science related projects (MAD_Sherlock, GRL_Mini_Project, BFA-Attacks-and-Defences, MRI-image-colorization, Shifts_evaluation_metrics_regression).
Academic background from the University of Oxford (MSc thesis project MAD_Sherlock) indicates strong theoretical understanding.
Exposure to Jupyter Notebook for data analysis and experimentation.

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 provided.

Kumud Lakara

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit