Slides & Talks

GenAI Foundation Models

Professional Development Program (PDP) session at SRMIST (MVI Lab, 15th Floor, Tech Park 1). Tracing foundation models from neural networks & sequence memory to transformers & cloud deployment.

Slides — Building Sovereign Tamil LLMs

From ancient literature to modern slang — covers data curation and model architecture for Tamil language models powering translation and natural dialogue.

Recording — A.M. Session @ 01:02:54

Full recording of the morning session at the 4th Digital Tamil Studies Symposium. Talk begins at 01:02:54.

Physics-Driven Neural Networks: A New Frontier

Workshop at Saama Technologies. Covers how PINNs leverage physical laws to enhance neural network predictions.

Computational Thinking & ML — Bridging Academia and Real-World Physics

Guest talk at Presidency College, Chennai. Covers computational thinking and machine learning, bridging the gap between academic learning and real-world applications in physics, and empowering students to explore ML.

Machine Learning — Intro Series (Slides)

Full slide deck for the free 3-day online ML mini-course conducted in Tamil by Kaniyam Foundation. Covers ML fundamentals from scratch.

Hands-on Notebook 1

Interactive Google Colab notebook — Part 1 of the practical exercises for the Explore ML mini-course.

Hands-on Notebook 2

Interactive Google Colab notebook — Part 2 of the practical exercises for the Explore ML mini-course.

Machine Learning — Introduction

Workshop slides from TOSSConf 2022, Loyola College, Chennai. Covers ML fundamentals in Tamil.