Priyam Mazumdar

Data Scientist

https://talent.gravityer.com/priyam-mazumdar

I like burning GPUs

University of Illinois Urbana-Champaign

Key Strengths

Extensive personal project experience in Deep Learning, particularly with Transformers and Diffusion Models.
Demonstrated hands-on approach to building deep learning frameworks and models from scratch (e.g., MyTorch, ManualTransformer, Stable-Diffusion-From-Scratch).
Proficiency in Python and Jupyter Notebook for data science and machine learning tasks.
Experience with PyTorch, indicating practical knowledge of a major deep learning framework.
Current role as a Data Scientist at a reputable institution (University of Illinois Urbana-Champaign).

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's extensive personal projects, many of which involve building complex models from scratch, suggest a strong passion for the field and a proactive, self-driven learning style. This aligns well with a culture that values innovation, deep technical exploration, and continuous learning. The focus on advanced topics like Diffusion Models and Transformers indicates a desire to work on cutting-edge problems. However, the lack of team-based project descriptions or collaborative experience makes it difficult to fully assess cultural fit regarding teamwork and interpersonal dynamics.

Soft Skills & Operational Fit

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

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Assessing your cultural and operational fit

Projects

TritonKernels

January 27, 2026 – Present

A quick and annotated Demo going from Numpy to Flash Attention

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ManualTransformer

October 25, 2025 – October 26, 2025

Autograd makes you lazy! Lets build a Transformer completely manually!

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MyTorch

October 17, 2025 – Present

Lets build a Deep Learning Framework!

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Language-Diffusion-Models

October 2, 2025 – October 2, 2025

You can use Diffusion for Language too!!

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Tacotron-From-Scratch

October 2, 2025 – October 2, 2025

Lets create a TTS model!

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Stable-Diffusion-From-Scratch

October 2, 2025 – Present

Lets do a full implementation of the Stable Diffusion Architecture! Training and all!!

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PyTorch-Adventures

April 17, 2023 – Present

This repository contains an exhaustive coverage of a hands on approach to PyTorch along side powerful tools to accelerate model tuning and training

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NCSA_VisionTransformer_Tutorial

April 12, 2023 – April 12, 2023

Repository that covers the implementation of the Vision Transformer for HAL Trainings at the NCSA

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NCSA_PyTorch_Tutorial

September 30, 2022 – February 1, 2023

NCSA_PyTorch_Tutorial — GitHub repository

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DARPAMapExtraction

September 23, 2022 – August 17, 2023

DARPA Map Feature Extraction Challenge Submission

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Key Strengths

Extensive personal project experience in Deep Learning, particularly with Transformers and Diffusion Models.
Demonstrated hands-on approach to building deep learning frameworks and models from scratch (e.g., MyTorch, ManualTransformer, Stable-Diffusion-From-Scratch).
Proficiency in Python and Jupyter Notebook for data science and machine learning tasks.
Experience with PyTorch, indicating practical knowledge of a major deep learning framework.
Current role as a Data Scientist at a reputable institution (University of Illinois Urbana-Champaign).

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

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

Priyam Mazumdar

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit