Priyadip Sau

I am a highly motivated M.Tech student at IIT Jodhpur specializing in Artificial Intelligence. With a strong background in Mathematics, I am passionate about leveraging my analytical skills to develop robust machine learning models and explore the frontiers of generative AI.

View My CV

About Me

My journey into AI wasn't a straight line; it's a calculated collision of abstract mathematics and hands-on $M.Tech$ innovation. I'm currently deep in the trenches, translating the theoretical elegance of my math degrees into tangible, cutting-edge AI solutions.My core belief? The most robust AI isn't just about massive datasets; it's about elegantly structured models. My deep dive into the fundamental principles of computation isn't just academic—it's my toolkit for building AI that is efficient, scalable, and doesn't just work, but works smart.Fueled by a dangerous amount of coffee and the belief that the right equation can solve (almost) anything, my goal is to contribute to AI that is intuitive, impactful, and maybe even a little bit surprising. Let's build something that matters.

Academic Foundation

Education

Indian Institute of Technology Jodhpur

M.Tech in Artificial Intelligence (2025 - 2027)

Relevant Coursework:

Machine Learning Artificial Intelligence Foundation Models & Generative AI Mathematical Foundations of Computer Science

University of North Bengal

M.Sc. in Mathematics (2021 - 2023)

Relevant Coursework:

Numerical Problem Solving by Computer Programming Graph Theory Algorithms & Combinatorics Functional Analysis Differential Equations & Special Functions Modules & Linear Algebra

Vidyasagar University

B.Sc. in Mathematics (2018 - 2021)

Relevant Coursework:

Probability & Statistics Linear Algebra Linear Programming Differential Equations & Vector Calculus C Partial Differential Equations & Applications

My Tech Stack

Python

PyTorch

PEFT

LangChain

XGBoost

LightGBM

Scikit-Learn

Pandas

NumPy

SciPy

Matplotlib

Seaborn

Plotly

Git

GitHub

MLflow

LIamaIndex

C++

VS Code

PyCharm

Jupyter

$LaTeX Icon$

LaTeX

Experience

Math Teacher

Vivekananda Public School, Odisha

March 2023 – July 2025

Taught mathematics to students of Class-VIII to Class-XII at a CBSE affiliated school.

Manage Network Expert

Chegg India, New Delhi, Delhi 110025

Feb 2020 – Jan 2025

As a Subject Matter Expert, I translated complex problems in Advanced Math and Calculus into clear, step-by-step solutions for a global student base. My role was to deliver academic clarity on-demand, turning textbook panic into practical understanding.

Projects

Rice Dataset Classification using ResNet-18

Trained a ResNet-18 classifier from scratch, achieving 99.87% accuracy on a 5-class rice species dataset. Utilized Python and PyTorch for implementation.

View on GitHub

Persona Modeling with Fine-Tuned LLMs

For my Foundation Models & Gen AI course, I fine-tuned the Hermes-2-Pro-Llama-3-8B model to specialize in persona modeling, enhancing its ability to generate contextually consistent character responses.

View on GitHub

Advanced Customer Segmentation

Developed a novel clustering system for an ML course project by combining autoencoders for non-linear feature extraction with Gaussian Mixture Models (GMM) for probabilistic clustering.

View on GitHub

Get in Touch

I'd like to hear from you!

I believe the most exciting breakthroughs in AI stem from collaboration. If you are working on challenging problems in machine learning, deep learning, or LLMs, I'd love to connect.

saupriyadip571@gmail.com