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srushtikandagal/README.md

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Hi There, I'm Srushti Kandagal 👋

👩‍💻 About Me

I'm a motivated Data Scientist and Analyst with a passion for solving real-world problems through Data Science, Generative AI, MLOps, and scalable model deployment. With hands-on experience in Python, SQL, Power BI, and tools like LangChain, Hugging Face, and OpenAI APIs, I build end-to-end solutions that are not just technically sound, but also impactful. I thrive in collaborative teams, adapt quickly to new challenges, and bring a strong sense of ownership and clarity to every project I work on.

🎯 Currently: Data Science Intern @ Imarticus Learning
🎯 Previously: Engineer @ Vayavya Labs 🎯 Previously: AI/ML Intern at QuantMasters 🎯 Education: B.Tech in CSE | PG in Machine Learning & AI (Ongoing)

🚀 I love building AI-driven tools for real-world problems—blending technology with creativity to deliver impactful, scalable solutions.


🛠️ Tech Stack

Languages & Frameworks

Python SQL PyTorch TensorFlow Hugging Face Langchain

Data Processing & ML

Pandas NumPy Scikit-Learn

Gen AI & NLP

OpenAI Transformers Ollama

Visualization & Deployment

Power BI Matplotlib Seaborn Docker MLflow


🚀 Featured Projects

🧠 AI Blog Evaluator

Tech: Python, GPT-4, Hugging Face, Streamlit

  • Automates blog evaluation using summarization, authorship classification, and originality checks
  • Uses zero-shot GPT models for high-accuracy content insights
  • Dashboard for mentor review and real-time scoring

📊 Data Insight Platform

Tech: Python, Streamlit, LangChain, Pinecone

  • Simulates real-time retail/IoT data flow
  • Visualizes ML predictions on live streams
  • Built-in PDF Q&A powered by Retrieval-Augmented Generation

🐦 Twitter Scraper

Tech: Python, Tweepy, Pandas

  • Collects tweets from specified users or hashtags
  • Supports filtering by date range and keywords
  • Cleans and exports data to CSV for downstream analysis

🔱 GitaGPT – Bhagavad‑Gita Chatbot

Tech: Python, Streamlit, Groq gemma‑2 9B‑IT, FAISS, LangChain

  • Answers Gita questions in English with cited shlokas and child‑friendly summary lines
  • Uses local MiniLM embeddings + FAISS for millisecond verse retrieval
  • Streams responses in real time via st.write_stream for smooth UX

Cleans and exports data to CSV for downstream analysis

📜 Certifications

  • 🤖 Hugging Face & LangChain - Krish Naik
  • 📊 PL-300: Power BI Data Analyst - Udemy
  • 🐍 100 Days of Python Bootcamp
  • 📈 Data Analyst Bootcamp - Krish Naik

📈 GitHub Stats


🏆 GitHub Trophies


🤝 Let's Connect

Feel free to reach out for collaborations, analytics projects, or just to say hi!
📧 Email: srushtimkandagal@gmail.com
💼 LinkedIn: linkedin.com/in/srushtikandagal
🐙 GitHub: github.com/srushtikandagal


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“Blending data intuition with AI to power intelligent decisions.”

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  1. Atliq-Hotels-Revenue-Data-Analysis Atliq-Hotels-Revenue-Data-Analysis Public

  2. Bank-Customer-Churn-Analysis Bank-Customer-Churn-Analysis Public

  3. Bank_cheque_OCR Bank_cheque_OCR Public

    Bank Cheque OCR automates cheque data extraction using OpenCV, PIL, and Tesseract OCR, enhancing accuracy in retrieving key details like cheque number, account number, date, and amount.

    Jupyter Notebook 1

  4. data-insight-platform data-insight-platform Public

    An end-to-end data insight platform that simulates real-time data streams, performs predictive analytics using machine learning models, and integrates a Retrieval-Augmented Generation (RAG) chatbot…

    Python

  5. Resume_Tracker Resume_Tracker Public

    A cutting-edge tool leveraging Google's Gemini AI to automate resume extraction, job description matching, and candidate screening for efficient hiring.

    Python 1

  6. -TwitterScraper -TwitterScraper Public

    A lightweight, Python-based CLI tool for extracting tweets from any public Twitter user’s timeline. Built on top of twikit.Client, it handles login, pagination, and retry logic so you get a clean C…

    Python 2