Industrial AI & Data Projects
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Credit Risk Model
Build an end-to-end credit scoring system that predicts default probability for small business loans using historical transaction data.
GenAI RAG Chatbot
Implement a retrieval-augmented generation system for automated customer support that interacts with proprietary product documentation.
Movie Recommendation System
Create a personalized recommendation engine using collaborative filtering and content-based filtering algorithms.
Real-time Data Dashboard
Visualize streaming market data with high-performance charts using modern data visualization frameworks.
Real-time Fraud System
Design a low-latency streaming pipeline that detects fraudulent credit card transactions using deep learning autoencoders.
Executive Sales Dashboard
Design a high-impact Power BI dashboard that identifies sales trends and regional performance for a multi-national retail chain.
Customer Retention Deep-Dive
Use advanced SQL joins and window functions to identify why subscribers are leaving and propose data-driven retention strategies.
Consumer Sentiment Analysis
Clean and analyze raw survey data to extract actionable insights about consumer behavior and product-market fit.
Supply Chain Real-time Monitor
Build an automated reporting system that tracks shipment delays and identifies bottlenecks in the global supply chain.