Mrudhuhas

Data Scientist

https://www.opentalent.in/mrudhuhas

Bengaluru, Karnataka, IndiaMember since June 21, 2026

Key Strengths

Demonstrated interest in Large Language Models (LLMs) and related technologies through personal projects like 'story-engine', 'tiny-stories-llm', and 'gpt2-engine'.
Experience with RAG (Retrieval Augmented Generation) applications, as shown by 'meditations-rag' and 'RAG-APP'.
Exposure to low-level programming for performance with CUDA and C++ in projects like 'cuda-kernels' and 'PMPP'.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project portfolio indicates a strong self-starter mentality and a passion for exploring advanced AI/ML topics, particularly LLMs. The diversity of personal projects, from foundational LLM training to RAG applications and CUDA kernels, suggests a proactive learning approach. However, the lack of team-based projects or professional experience makes it difficult to fully assess cultural fit in a collaborative environment.

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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Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

cuda-kernels

June 12, 2026 – Present

cuda-kernels — GitHub repository

View Project

story-engine

May 17, 2026 – Present

A Story engine with LLM as backend, experimenting to use world model as next state generators,

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tiny-stories-llm

May 9, 2026 – Present

Code for LLM from scratch trained on tiny-stories

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ssl-foundations

May 3, 2026 – Present

Understanding Self-Supervised learning

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gpt2-engine

January 19, 2026 – Present

gpt2-engine — GitHub repository

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triton-code

January 11, 2026 – Present

triton-code — GitHub repository

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meditations-rag

November 17, 2025 – November 21, 2025

A production Rag Application

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RAG-APP

October 20, 2025 – October 23, 2025

A production Rag Application

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PMPP

October 13, 2025 – Present

This repo contains all the code from the time i started reading PMPP

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fake-news-detection

July 31, 2025 – July 31, 2025

fake-news-detection — GitHub repository

View Project

Key Strengths

Demonstrated interest in Large Language Models (LLMs) and related technologies through personal projects like 'story-engine', 'tiny-stories-llm', and 'gpt2-engine'.
Experience with RAG (Retrieval Augmented Generation) applications, as shown by 'meditations-rag' and 'RAG-APP'.
Exposure to low-level programming for performance with CUDA and C++ in projects like 'cuda-kernels' and 'PMPP'.

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.

Mrudhuhas

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit