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mswarnendu/README.md

Hi, I'm Swarnendu 👋

I'm a student exploring quantitative research, mathematical modeling, computational methods, machine learning, and software engineering. I enjoy building projects that combine mathematics, AI, and practical applications.

Interests

  • Quantitative finance
  • Mathematical modeling
  • Machine learning
  • Software engineering
  • Computational mathematics
  • Artificial intelligence

Research & Projects

📊 Quantitative Research

Oil Feature Importance Research

  • Investigating machine learning-based feature importance methods for analyzing factors influencing oil price movements through data-driven modeling.

❤️ AI for Healthcare

HeartPal

  • Developed an AI-powered cardiovascular risk assessment application that uses machine learning to estimate heart disease risk, visualize health trends, and promote heart health awareness through an interactive dashboard.

🤖 Personal AI Assistant

D4C

  • Built a voice-controlled personal AI assistant capable of speech recognition, local language model interaction, workflow automation, task management, application launching, and productivity assistance.

Technologies

  • Python
  • C++
  • TensorFlow
  • NumPy
  • Pandas
  • Scikit-learn
  • Git

Featured Projects

  • Oil Feature Importance Research
  • HeartPal
  • D4C

Pinned Loading

  1. oil-feature-importance oil-feature-importance Public

    A feature importance study of oil price prediction models using equity and volatility indicators.

    Python

  2. d4c-core d4c-core Public

    Local-first desktop assistant for voice recordings, task management, and fast web search

    Python

  3. heart-pal heart-pal Public

    A Streamlit-based health risk analysis app that uses machine learning to estimate cardiovascular risk and track user responses over time.

    Python