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rakeshkurakula/README.md

πŸ‘‹ Hey there, I'm Rakesh Kurakula

LinkedIn Profile Views

Senior Data Scientist | India

Welcome to my GitHub profile! Here, I share my data science projects, research insights, and innovative solutions.


Coding

πŸ”­ Current Focus

  • πŸ€– Exploring Large Language Models (LLMs) and AI Agents to evaluate and improve business value
  • πŸš€ Building scalable machine learning pipelines for production environments
  • πŸ’‘ Researching applications of generative AI in enterprise solutions
  • πŸ“Š Improving LLM evaluation metrics and optimizing fine-tuning strategies for domain-specific applications
  • 🎬 Enhancing video AI pipelines to automate video content understanding and scene segmentation

πŸ’Ό Professional Experience

  • 🧠 Senior Data Scientist with expertise in machine learning, deep learning, and statistical analysis
  • πŸ”„ Experienced in developing end-to-end data science solutions from concept to deployment
  • 🎯 Skilled in translating complex business problems into data-driven solutions

πŸ› οΈ Technical Skills

Programming & Frameworks

Python TypeScript FastAPI PySpark

Machine Learning & AI

TensorFlow PyTorch Scikit-Learn Pandas Azure ML

LLM Ecosystem

OpenAI LangChain LangSmith CrewAI Agno (phiData)

LlamaIndex Llama.cpp Ollama GCP Gemini

Advanced LLM Techniques

Finetuning Structured Output (SLMs) RAG Function Calling(Tool Calling)

Vector Databases & Feature Stores

Pinecone ChromaDB Quadrant Feast

Databases

PostgreSQL MongoDB DynamoDB SQL

Cloud & DevOps

AWS S3 Azure Blob Storage GCP Docker OSS


πŸ“Š GitHub Stats


πŸ“« Let's Connect!

I'm always open to interesting conversations and collaboration opportunities.

Email


⚑ "Data is the new oil, but like oil, it's valuable only when refined into something useful."

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  1. RAG_deep_dives RAG_deep_dives Public

    Jupyter Notebook

  2. explore_agents explore_agents Public

    Exploring agents

    Jupyter Notebook 1

  3. multi_gpu_training multi_gpu_training Public

    Multi-GPU model Training

    Jupyter Notebook

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