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  • Chennai, Tamil Nadu

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Ranga-Prasath-22/README.md

Ranga Prasath S R

AI / GenAI Engineer in the Making
Chennai, India

LinkedIn | Email | Medium | Hugging Face

I build AI systems by understanding the mechanics underneath them, not just calling APIs. Right now I am focused on neural networks, LLM applications, RAG systems, and agent workflows.

Flagship Project

autograd-charlm-scratch

A character-level language model and Adam optimizer built from scratch in pure Python — no PyTorch, no NumPy — trained on the Bhagavad Gita's Krishna teachings.

  • my own autograd engine powering a recurrent char-level model
  • Adam implemented by hand, on top of hand-written backprop
  • evidence/ folder with training logs, generated samples, and a loss plot

Why this project matters:

  • shows implementation-level understanding of backprop, optimization, and sequence modeling
  • zero dependencies means the mechanics are fully visible and inspectable
  • demonstrates that I can take a from-scratch build from idea to documented artifact

Selected Work

Writing

Current Focus

  • LLM applications
  • RAG systems
  • AI agents
  • deep learning fundamentals
  • open source contributions (1 merged PR, 2 in review)

Open To

I am actively looking for internships and early-career opportunities in:

  • Generative AI
  • LLM engineering
  • AI agent engineering
  • machine learning engineering

If you are hiring for internships, research work, or project-based collaboration, reach out: rangaprasath22@gmail.com

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