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Rohityalavarthy/README.md

Hi 👋, I'm Rohit Yalavarthy

AI/ML Engineer & Applied Scientist | End-to-End Intelligent Systems

💼 About Me

  • Building AI systems
  • Proficient in LangGraph agents, AWS Bedrock, multimodal LLMs, MCP
  • Passionate about AI explainability, AI agents, scalable pipelines

💻 Tech Stack

Python JavaScript TensorFlow PyTorch Pandas NumPy Git

🔗 Connect with Me

[LinkedIn]
[Email]

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  1. mixture_of_recursions_sandbox mixture_of_recursions_sandbox Public

    Lightweight PyTorch implementation of Mixture-of-Recursions with Expert-Choice & Token-Choice routing | Runs on your laptop!

    Python

  2. smart-course-recommendation-platform smart-course-recommendation-platform Public

    AI-powered academic guidance system that predicts student GPA and recommends personalized courses using collaborative filtering, Jaccard similarity, and PageRank algorithms. Built with Python ML ba…

    JavaScript

  3. mcp-claude-chatbot mcp-claude-chatbot Public

    mcp_enabled_chatbot is a command-line chatbot powered by the Anthropic API and built on the MCP (Model Control Protocol) framework. It supports interactive conversations, document retrieval, and co…

    Python

  4. qwen3-finetune qwen3-finetune Public

    Memory-efficient fine-tuning of Qwen3-4B for enhanced mathematical reasoning. Uses LoRA (r=32) + 4-bit quantization with hybrid dataset approach (OpenMath + FineTome). Built with Unsloth for 2x spe…

    Jupyter Notebook

  5. gpt-finetune-dataset-converter gpt-finetune-dataset-converter Public

    A utility script for converting CSV datasets into JSONL format compatible with GPT fine-tuning. The tool streamlines dataset preparation by transforming user input, system prompts, and expected out…

    Python

  6. grpo-codegen grpo-codegen Public

    Implementation of a GRPO (Gradient Regularized Policy Optimization) training and evaluation pipeline. Includes utilities for dataset preparation, model training, and evaluation on structured tasks.…

    Python