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Shailya777/README.md

Hi there, I'm Shailya. πŸ‘‹

Welcome to my GitHub! I’m an aspiring [Data Scientist / Analyst] on a mission to build skills, solve real problems, and learn out loud.

πŸ“ About Me

  • πŸ‘¨β€πŸ’» Currently focused on: GenAI and PowerBI
  • πŸš€ Lifelong learner, excited about analytics and coding.
  • πŸ“š Learning by doing: check out my Learning-Logs for daily/weekly practice.
  • 🌱 Next up: Fine tuning Frontier and Open-Source models.

🌟 Featured Projects

  • Agentic Data Hub: An enterprise-grade, multi-agent data pipeline that dynamically routes natural language queries to specialized analytical engines. Built over the Brazilian Olist E-commerce dataset, this system orchestrates Text-to-SQL generation, Retrieval-Augmented Generation (RAG), and predictive machine learning models through a single, seamless conversational interface.
  • Gradio Hybrid RAG Assistant: An advanced, production-grade Retrieval-Augmented Generation (RAG) system built to query and synthesize Gradio documentation. This project features a custom ingestion pipeline, a hybrid local/cloud architecture, and a rigorous LLM-as-a-Judge evaluation framework to mathematically prove factual accuracy.
  • Bilingual Psychology Content Arena: Asynchronous LLM evaluation dashboard built with Gradio. It pits locally hosted, open-source Hugging Face models against frontier commercial APIs (OpenAI) in a side-by-side race to generate content.
  • Multi-Modal AI Airline Assistant: This project let the user find live cheapest flights (from SerpAPI) given origin, destination and date, by chatting, read out replies from the assistant and generates a pop-art style image of destination city.
  • Airline Booking AI Assistant with OpenAI API and OLLAMA API: This project integrates Python and MySQL DB to handle user queries about Airline Prices between different cities, using gradio chat interface.
  • Automated ML Project Architect using OpenAI API: This simple project takes data in csv file and generates Markdown file with proposed data cleaning steps, model recommendations and feature descriptions.
  • Fraud Detection Analysis EDA: This project analyzes fraud detection using Exploratory Data Analysis (EDA) with statistical hypothesis testing.
  • Customer Churn Analysis EDA: Analyzes customer churn using Exploratory Data Analysis (EDA) with statistical hypothesis testing. It goes beyond visual exploration to validate findings using Chi-square tests and t-tests.
  • Expense Tracker CLI: A robust, feature-rich, command-line interface (CLI) application for personal expense tracking, built with Python and MySQL.
  • Phone-Book-Python: Text-based contact book built from scratch (functions, file I/O).
  • Tic-Tac-Toe-Python: Classic CLI game, modular design.
  • War (Simple Card Game): Classic CLI game, modular design.
  • Black Jack: CLI Design, Using Classes and Modules.
  • Learning-Logs: My open record of practice scripts, reflection, and mini-wins as I grow.

πŸ› οΈ Skills & Tools

  • Languages: Python (core, OOP, CLI), MySQL.
  • Tools: Pycharm, Jupyter Notebooks, VS Code, MySQL Workbench.
  • Interests: Data analysis, Data Science, Machine Learning, Deep Learning.

🀝 Connect

Always up for connecting with fellow learners, self-starters, or mentors!
Find me on LinkedIn. Let’s help each other grow.


Thanks for visiting! Every commit is one small step forward. πŸš€

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  1. agentic-data-hub agentic-data-hub Public

    An intelligent e-commerce analytics system combining natural-language querying, retrieval-augmented knowledge access, and predictive analytics

    Jupyter Notebook

  2. gradio-rag-assistant gradio-rag-assistant Public

    An advanced Retrieval-Augmented Generation (RAG) assistant for Gradio documentation, featuring query rewriting, semantic chunking, and LLM-as-a-judge evaluation.

    Python

  3. Bilingual-Psych-Arena Bilingual-Psych-Arena Public

    Racing local open-source models against frontier APIs. This UI takes a psychology concept and simultaneously generates bilingual "de-bugged" explanations using a local PyTorch pipeline and the Open…

    Python

  4. Customer-Churn-Analysis-EDA- Customer-Churn-Analysis-EDA- Public

    Detailed Explaratory Data Analysis (EDA) on the Customer Churn Dataset.

    Jupyter Notebook