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parthsantosh2411/README.md

🌟 Hi, I'm Parth Tripathi 👋

Coding animation

👨‍💻 About Me

I’m an AIML enthusiast currently pursuing my B.Tech in Artificial Intelligence and Machine Learning from Symbiosis Institute of Technology, Pune.
I have over a year of hands‑on experience applying ML, deep learning and generative AI to real‑world problems in customer analytics, medical imaging and test automation.
Currently, I’m building a sales & customer behaviour platform for a food‑tech start‑up and previously worked on real‑time aerial and naval object tracking at the Symbiosis Centre for Applied AI.
I’m comfortable working across the stack—from model development to deploying scalable, data‑driven solutions—and I’m always excited to explore new technologies.

🔭 Current Focus

  • Working on: Stock market prediction using AI & NLP
  • Learning: Generative AI, advanced ML techniques and MLOps
  • Interests: Computer vision, NLP, data storytelling

📫 How to reach me


🛠️ Skills & Tools

Programming Languages

Python, Java, C

Data & Databases

SQL MongoDB MySQL

AI/ML Libraries

Scikit‑learn Matplotlib Seaborn Pandas NumPy TensorFlow PyTorch Jupyter Keras

Cloud, DevOps & Testing

Cloud & Deployment

AWS Docker FastAPI Vercel

Versioning & MLOps

GitHub MLflow DVC CI/CD

Testing

Selenium TestNG PyTest

🧠 Projects

  • Sales & Customer Behaviour Dashboard – Built an interactive Streamlit dashboard for a food‑tech start‑up. Implemented segmentation, retention cohorts and churn analysis modules using pandas, scikit‑learn and MongoDB, and deployed it on a scalable platform.
  • 2D Echocardiogram Video Phase Detection – Developed a semi‑supervised deep learning pipeline (Autoencoder + Bi‑LSTM + Attention) to detect cardiac phases. Integrated U‑Net segmentation and achieved 99.3% phase and 97.9% volume accuracy.
  • NFT Explorer & Price Predictor – Trained regression and LSTM models to predict NFT prices with 85% accuracy; built interactive dashboards with Streamlit and Power BI; managed an MLOps pipeline using DVC, Docker and AWS.
  • OpenMRS Test Automation – Automated hospital workflows (login, patient registration, discharge) using Java, Selenium and TestNG, reducing manual testing time by 60%.
  • AstroGo – AI Astrology Platform – Fine‑tuned GPT‑4o on a curated astrology dataset for Kundali generation. Built a FastAPI backend with a React frontend and deployed on Vercel for low‑latency consultations.

🏅 Achievements & Certifications

  • Ranked Top 150 out of 1 000+ teams in Bajaj HackRx 6.0.
  • Oracle Cloud Infrastructure 2025 Certified AI Foundations Associate (valid Sep 2025 – Sep 2027).
  • Certifications in Generative AI with LangChain & HuggingFace (Udemy), SQL (HackerRank) and Data Science (PW Skills).
  • Co‑Head, IEEE GRSS SIT Pune – represented the institute at IIT Bombay and led workshops on geospatial technology.

📊 GitHub Stats

Parth's GitHub Stats Top Languages GitHub Streak


🌐 Connect With Me

LinkedIn Email


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  1. Astrogo Astrogo Public

    Python 1

  2. DEMYSTIFYING-THE-NFT-MARKET DEMYSTIFYING-THE-NFT-MARKET Public

    NFT Explorer and Price Predictor A comprehensive tool that allows users to explore NFT data, predict NFT prices using machine learning models (Linear Regression, KNN, and LSTM), and visually analyz…

    Jupyter Notebook

  3. Hindi-Summarization Hindi-Summarization Public

    Jupyter Notebook

  4. Predictive-Analysis-of-Environmental-Changes-Using-Sentinel-2-Imagery-and-Machine-Learning Predictive-Analysis-of-Environmental-Changes-Using-Sentinel-2-Imagery-and-Machine-Learning Public

    Python

  5. twitter_sentimental_analysis- twitter_sentimental_analysis- Public

    Jupyter Notebook

  6. Video_GAME_SALES_PREDICATION Video_GAME_SALES_PREDICATION Public

    Jupyter Notebook