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deepakdeo/README.md

Hi 👋, I'm Deepak Deo

Data Scientist / Astrophysicist / Educator

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🚀 What I do

  • Build end-to-end data products: data → features → modeling → evaluation → dashboards/apps
  • Tackle scientific & real-world challenges: astronomy, simulation, forecasting, behavioral analytics, decision systems
  • Deliver with Python-first workflows and clear documentation

🌟 Featured projects

  • CTE — Character Traits Evaluator: daily logs → feature engineering → modeling/NLP → trait & job‑fit scoring
  • SOS — SKA Observation Simulator: radio astronomy simulation pipeline using CASA toolkit
  • NASA ADS Metadata Retriever: extract paper metadata for research workflows
  • Galactic Neighbors Finder: KD‑tree based neighbor search for galaxy catalogs
  • AiiDA‑OLCAO: automation tooling for AiiDA with OLCAO support

🛠 Tech stack

Python pandas NumPy scikit-learn PyTorch SQL Git Docker

📚 Highlights

  • Emphasis on robust ML practices: validation, leakage checks, metrics, ablations
  • Passion for clear writing and reproducible research
  • Exploring LLM‑powered tools and applied analytics

📧 Connect with me

🏆 Extras

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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