My Projects
A collection of AI, ML, and Data Science solutions I've built
Automated OCR System for Marathi-Language PDF
High-performance OCR pipeline optimizing Marathi PDF extraction. Reduced processing costs by 84% and achieved ultra-fast 0.05s per-page latency using Azure Form Recognizer.
Automated PPE Monitoring System
Real-time safety compliance system leveraging YOLOv8 to detect Personal Protective Equipment (PPE) violations, contributing to a 30% reduction in workplace accidents.
Self-Driving Car AI
Autonomous driving agent trained via PPO reinforcement learning. Achieved a near-perfect reward score of 880/900 after 4 million training epochs in a simulated environment.
Real-time Person Detection
Intelligent surveillance system for restricted zones, featuring real-time person detection, tracking, and automated security alerts using OpenCV and YOLOv8.
Frozen Lake Game Solver
Reinforcement Learning agent mastering the Frozen Lake environment. Implements Q-Learning to determine optimal navigation policies with high success rates.
Coffee Roasting Classification
Precision deep learning model for coffee quality control. Achieves 99%+ accuracy in classifying roasting outcomes using a custom Artificial Neural Network.
Cat vs. Dog Classifier
Robust CNN image classifier distinguishing felines from canines. Utilizes data augmentation and custom feature extraction layers to ensure high accuracy and generalization.
Customer Churn Prediction
Predictive analytics solution for customer retention. Identifies at-risk bank accounts using a hybrid approach of Random Forest, XGBoost, and Deep Learning (ANN), balanced with SMOTE.
NextRead: Book Recommendation Engine
Intelligent recommendation engine solving decision paralysis. Combines collaborative filtering and trend analysis to deliver instant, personalized book suggestions via a responsive Streamlit dashboard.
Concrete Strength Prediction
AI-driven material science tool predicting concrete compressive strength (R² > 0.9). Eliminates 28-day testing cycles with instant, chemical-composition-based predictions via an interactive Streamlit app.
Salary Prediction Model
Salary forecasting tool featuring dual implementation: classic Scikit-learn Linear Regression and a custom-built Gradient Descent algorithm, demonstrating deep understanding of optimization mathematics.
Marital Status Prediction
Demographic prediction model analyzing marital status trends. Implements both standard Logistic Regression and a custom-coded Gradient Descent solver to achieve high predictive accuracy.
Honey Production Prediction
Analyzes US honey production trends (1998-2012) and builds a linear regression model with 95%+ accuracy. Features visualization of state-wise production patterns and improved predictive insights for agricultural planning.
Mobile Phone Price Prediction
Price segmentation model for mobile devices. Utilizes Support Vector Machines (SVM) to classify phones into price ranges based on technical specifications, supported by comprehensive market analysis.
Diabetes Prediction
Healthcare diagnostic aid predicting diabetes risk. Uses Logistic Regression on key health indicators to provide interactive risk assessments with 80%+ accuracy.
Flames Game
Interactive Python implementation of the classic 'FLAMES' relationship algorithm. Demonstrates string manipulation and algorithmic logic in a gamified format.
Details Manager
Secure personal data management utility. Provides an efficient, CLI/Web interface for organizing and retrieving personal information with data persistence.