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aayush0444/README.md

Aayush Kumar

Data Science | Generative AI | Intelligent Systems | IIT


Overview

I build intelligent systems that merge Data Science and Generative AI to create automation, reasoning, and insight-driven workflows.
My focus lies in transforming complex datasets into structured understanding and actionable intelligence.


Core Focus

  • Developing AI systems for automated data analysis and insight generation
  • Integrating Generative AI into real-world analytical workflows
  • Building explainable and data-centric intelligence frameworks
  • Crafting analytical dashboards and visualization systems for clarity and precision

Current Work

  • Auto Summarizer – AI Dataset Analyzer
    A generative AI-powered tool for automated EDA, statistical insight extraction, and structured summarization using Python and Gemini API.

  • AI Analyst Framework
    A local intelligent reasoning system for understanding data context and generating adaptive reports powered by LLMs.

  • Analytical Visualization Projects
    Creating Power BI and Python-based visualization dashboards focused on trend analysis and data storytelling.


Technologies

Languages

Python C++ HTML5

Tools & Platforms

Power BI Streamlit Jupyter VS Code Git GitHub

AI/ML & Data Tools

Pandas Matplotlib Seaborn Ollama Gemini


GitHub Insights

GitHub Stats

Top Languages


Contribution Graph


Featured Projects


Connect


“Intelligence is not automation; it’s the ability to derive clarity from complexity.”

Pinned Loading

  1. IPL-Auction-Dashboard IPL-Auction-Dashboard Public

    1

  2. Movie-Recommendation-System Movie-Recommendation-System Public

    Jupyter Notebook 1

  3. -Calculator-Python-with-GUI -Calculator-Python-with-GUI Public

    Python

  4. AutoBrief-using-Gemini AutoBrief-using-Gemini Public

    Python 1

  5. Finance-Dashboard Finance-Dashboard Public

  6. Pizza-Dashboard Pizza-Dashboard Public