Sujal Kamble | GenAI Engineer & Full Stack Developer

Projects

A collection of my AI/ML and Full Stack development work

Intelligent systems and data-driven solutions

Document Intelligence for Deep-Sea Governance

PythonStreamlitOpenAIRAG

▹A compact Streamlit RAG (Retrieval-Augmented Generation) app for analyzing deep-sea governance, marine policy, and environmental reports.Upload PDFs, build a semantic index, and generate contextual insights grounded in the source documents.

Intelligent Document Processing System

PythonTransformersFastAPIRedis

▹A Python-based AI system that reads documents or messages (PDFs, JSON files, or emails), understands their content and intent, and routes them to specialized agents for automated processing.

Employee Attrition Prediction System

PythonDecision TreesScikit-learn

▹Analyzed 1,400+ employee records to uncover attrition drivers, revealing employees with <3 years tenure had 2.5× higher attrition risk. Built a Decision Tree classifier achieving 82% accuracy, 80% precision, and 78% recall, identifying top predictive features like job satisfaction, overtime, and monthly income to inform HR retention strategies.

End-to-end web applications and platforms

AI-Powered Content Management Platform

MERN StackGROQ AICloudinary

▹BlogNest is a full-stack blogging platform designed to enable users to seamlessly create, manage, and share content. It includes powerful community features and an admin dashboard for content moderation and analytics. The platform integrates AI assistance using GROQ for smart blog generation.

AI-Powered E-Waste Classification Platform

ReactSupabaseEdge Functions

▹Every year, over 50 million tonnes of e‑waste are generated globally, but only ~20% is formally recycled. EcoRecycle helps close this gap by making it effortless to identify e‑waste with AI and schedule doorstep pickups.

Peer-to-Peer Learning Platform

MERN StackJWTTailwind CSS

▹DoubtSolver is a full-stack web application designed to help students ask, answer, and resolve doubts in real time. The platform promotes collaborative learning, featuring a community-driven Q&A module, tag-based discovery, and an admin panel for moderation and analytics.