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deepakdeo/README.md

Hi 👋, I'm Deepak Deo

Astrophysicist turned Data Scientist

Physics PhD with 10+ years building data pipelines and ML models. Currently seeking Data Scientist roles.

🚀 What I do

  • Build end-to-end ML pipelines: ETL → feature engineering → modeling → evaluation → dashboards
  • Ship production-ready code: CI/CD, testing, documentation, containerization
  • Communicate insights to technical and non-technical stakeholders

🔭 Currently working on

  • AiiDA-OLCAO: Python plugin automating HPC workflows with RabbitMQ, PostgreSQL, and SLURM integration

🌟 Featured projects

Project Description
CTE — Character Traits Evaluator End-to-end ML pipeline: 72 days behavioral data → NLP/sentiment analysis → LLM-based trait profiles
Python LLM Playbook Unified interface for OpenAI/Anthropic/Gemini/Groq/Ollama with consistent patterns and tests
NASA ADS Metadata Retriever Automated pipeline to extract research paper metadata via REST API
Galactic Neighbors Finder KD-tree based neighbor search for galaxy catalogs

📄 Recent publications

  • Deo, D. K. "Are Recently Quenched Ellipticals Truly Isolated Centrals?" arXiv:2601.09846, 2026 (single-author)
  • Deo, D. K., et al. "Investigating Quenching in RQE Galaxies with HI Studies" arXiv:2601.08027, 2026

🌱 Currently learning

LangChain, LlamaIndex, RAG pipelines, AI Agents, MCP

📖 Currently reading

  • The StatQuest Illustrated Guide to Neural Networks and AI — Josh Starmer
  • Think Like a Data Scientist — Brian Godsey

📧 Connect with me

LinkedIn Portfolio Google Scholar

🛠 Tech stack

Python Jupyter pandas NumPy SciPy scikit-learn PyTorch Matplotlib Seaborn Streamlit Linux Bash Docker Git GitHub SQL MySQL PostgreSQL RabbitMQ HuggingFace Snowflake Pytest LangChain HPC AiiDA


deepakdeo

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  1. NASA-ADS-metadata-retriever NASA-ADS-metadata-retriever Public

    Retrieves metadata (such as title, url, citation count, pub year, abstract, journal name, bibtex info) of research papers from NASA/ADS webpage (https://ui.adsabs.harvard.edu/) based on matching ke…

    Python 1

  2. SOS SOS Public

    SKA(Square Kilometer Array) Observation Simulator (SOS)

    Python 1

  3. cte-project cte-project Public

    Jupyter Notebook

  4. GalacticNeighborsFinder GalacticNeighborsFinder Public

    This script uses KDtree method to identify neighboring galaxies based on certain criteria.

    Python

  5. AiiDA-OLCAO AiiDA-OLCAO Public

    Python

  6. python-llm-playbook python-llm-playbook Public

    A unified Python interface for multiple LLM providers (OpenAI, Anthropic, Gemini, Groq, Ollama)

    Jupyter Notebook