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ShrutiPatel263/README.md

Hi 👋, I'm Shruti Patel

Computer Science (Data Science) Student | AI/ML Engineer | Software Developer

Passionate about building AI-powered applications, scalable software, and solving real-world problems through Machine Learning, Generative AI, and Full-Stack Development.

LinkedIn GitHub Email

🚀 About Me

  • 🎓 B.Tech in Computer Science (Data Science)
  • 💡 Interested in Software Engineering, AI/ML, Deep Learning, Generative AI & Backend Development
  • 🧠 Experienced with LLMs, RAG, Machine Learning, Deep Learning, Transformers, and Full-Stack Development
  • 🌱 Exploring Agentic AI, MCP, AI Agents, and Advanced System Design
  • 💻 Solving Data Structures & Algorithms problems regularly
  • 🌍 Open Source Contributor
  • 📫 Reach me at shrutipatel1126@gmail.com
  • ⚡ Fun fact: I love turning ideas into real-world applications

🏆 Achievements

  • 🏅 Odoo Hackathon 2025 Finalist — Top 250 among 19,000+ teams
  • 📄 Research Paper Accepted in a Scopus-indexed journal — "Adaptive Gated Ensemble BiLSTM with Attention for Robust Remaining Useful Life Prediction in Aero Engines"
  • 🌍 GirlScript Summer of Code Contributor
  • 🌍 Winter of Code Contributor

🛠 Tech Stack

Languages

Python C++ Java SQL JavaScript

AI / ML

TensorFlow Scikit Learn Pandas NumPy

Generative AI

LLMs RAG LangChain Google Gemini Vertex AI

Web Development

React NodeJS Express MongoDB

Tools

Git GitHub VS Code Postman Jupyter

🚀 Featured Projects

📌 AeroCare

Deep learning model for Remaining Useful Life prediction using the NASA CMAPSS dataset. Tech: Python · TensorFlow · BiLSTM · Attention Mechanism

📌 DriftGuard

Real-time ML data drift detection system for monitoring production models. Tech: Python · FastAPI · Streamlit · XGBoost

📌 NeuroText-Transformer-Language-Model

NeuroText is a custom Transformer-based Language Model designed for next-word prediction. Tech: Transformers · TensorFlow · NumPy

📌 Financial RAG Chatbot

An intelligent chatbot that answers questions from financial documents using Retrieval-Augmented Generation. Tech: LangChain · Gemini API · ChromaDB

📌 CampusBridge

Full-stack placement preparation platform. Tech: React · Node.js · Express · MongoDB

📊 GitHub Stats

ChatGPT Image Jul 16, 2026, 11_58_07 AM

📈 Contribution Graph

Contribution Graph

🤝 Connect with Me

LinkedIn GitHub

⭐ Thanks for visiting my profile! ⭐

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  1. AeroCare AeroCare Public

    Predictive Maintenance System for AirCraft Components

    Jupyter Notebook

  2. GEBiLSTM-Attn GEBiLSTM-Attn Public

    GEBiLSTM-Attn: Novel Deep Learning Architecture for RUL Prediction (NASA CMAPSS)

    Jupyter Notebook

  3. DriftGuard-Real-Time-ML-Data-Drift-Detection-System DriftGuard-Real-Time-ML-Data-Drift-Detection-System Public

    Real-time ML data drift detection system monitors model health using KS statistical testing and alerts when retraining is needed.

    Jupyter Notebook 1

  4. NeuroText-Transformer-Language-Model NeuroText-Transformer-Language-Model Public

    A Transformer-based next-word prediction model built from scratch using TensorFlow, featuring custom Positional Encoding, Multi-Head Attention, and language modeling evaluation metrics.

    Jupyter Notebook

  5. RAG-powered-Financial-Copilot RAG-powered-Financial-Copilot Public

    RAG-powered financial advisor that analyzes bank statements and expense CSVs to deliver personalized spending insights via natural language chat.

    Python 1

  6. campus-bridge campus-bridge Public

    CampusBridge is a production-ready full-stack web platform built to help students prepare for campus placements using real interview experiences shared by placed seniors.

    JavaScript 2