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pratham2025/README.md

🚀 Professional Summary

I am a B.Tech Computer Science Engineering graduate and currently working as a
Machine Learning Engineer at Gatetutor Infoedge Pvt Ltd.

I specialize in building production-ready AI systems and scalable full-stack applications, with hands-on experience in:

  • CNN-based computer vision models
  • NLP & Generative AI systems
  • Hybrid RAG pipelines
  • Cloud-native deployments using AWS & Docker

I enjoy transforming complex data into real-world, impactful solutions.

🛠️ Technical Arsenal

Category Technologies
Languages Python Java JavaScript C++ Dart
AI / ML TensorFlow Keras PyTorch Scikit-learn OpenCV
GenAI LLMs RAG Pipelines Transformers FAISS TF-IDF
Backend FastAPI Flask Django REST APIs
Databases PostgreSQL Supabase
Cloud & DevOps AWS (EC2, S3, Amplify, Lightsail) Docker GitHub Actions MLflow
Data Tools NumPy Pandas Matplotlib Seaborn Jupyter

💻 Featured Production Projects

🎓 GetNotify.in — Real-Time Educational Notification Platform

🌐 Live: https://getnotify.in

Tech Stack: FastAPI · Selenium · Supabase · Docker · AWS · GitHub Actions

  • Aggregates notifications from 15+ official Indian education portals
  • Intelligent scraping with anti-bot handling
  • Fully automated pipelines using GitHub Actions (cron jobs)
  • Email alerts via SMTP integration
  • Deployed using AWS Amplify & Lightsail

🚗 Road Accident Risk Prediction (Ensemble ML)

Tech: LightGBM · XGBoost · Scikit-learn

  • Built an optimized ensemble regression model
  • Achieved OOF RMSE of 0.0561
  • Advanced feature engineering + 5-fold cross-validation

🤖 Multi-Role FAQ Chatbot (Hybrid RAG Architecture)

Tech: Transformers · FAISS · Flask · Streamlit

  • Designed modular microservice-based architecture
  • Hybrid retrieval using semantic + keyword matching
  • Scalable and role-isolated chatbot services

🧠 Brain Tumor Classification

Tech: CNN · TensorFlow · OpenCV · Flask

  • MRI scan classification with 93.8% accuracy
  • Real-time image upload and prediction via web app

🏅 Certifications & Credentials

  • 🧠 Oracle Certified Professional – Data Science (2025)
  • 🤖 OCI Certified – Generative AI Professional (LLMs & RAG)
  • ☁️ AWS Academy – Cloud Virtual Internship
  • 📱 Google – Android Developer Virtual Internship
  • 🎓 Oracle Certified AI Foundation Associate

📊 GitHub Analytics



“The best way to predict the future is to create it — through code” 🚀

Pinned Loading

  1. Impact-of-Climate-Change-on-Birds-using-Machine-Learning Impact-of-Climate-Change-on-Birds-using-Machine-Learning Public

    An interactive data application and analysis toolkit to explore how climate and anthropogenic factors impact bird populations over time and geography. This repo contains a Streamlit app for explora…

    HTML

  2. Road-Accident-Risk-Prediction Road-Accident-Risk-Prediction Public

    An end‑to‑end machine learning project to predict road accident risk/severity from tabular data. Built for a Kaggle competition — I participated and achieved a leaderboard rank of 642. This repo is…

    Jupyter Notebook

  3. Brain-Tumor-Classification Brain-Tumor-Classification Public

    A simple convolutional neural network to classify brain MRI images as Tumor or No Tumor, plus a small Streamlit app for interactive inference.

    Python

  4. Property-Price-Predictor Property-Price-Predictor Public

    A minimal machine learning project that predicts median house prices (in $1000's) using the classic Boston Housing dataset. This repository includes a Jupyter notebook (Prathamesh Patil.ipynb) demo…

    Jupyter Notebook

  5. MULTIPLE-HYBRID-SEARCH-CHATBOT-USING-RAG MULTIPLE-HYBRID-SEARCH-CHATBOT-USING-RAG Public

    A high-performance, multi-role FAQ chatbot system featuring a hybrid search engine (Dense Vector Search + TF-IDF) served via RESTful APIs.

    Python

  6. Bloom-s-Taxonomy-Question-Classifier Bloom-s-Taxonomy-Question-Classifier Public

    A machine learning project that fine-tunes a DistilBERT model to automatically classify educational questions according to Bloom's Taxonomy levels and difficulty. This project includes a Streamlit …

    Python