1️⃣ Objective The objective of this capstone is to design and implement a Full-Stack E-Commerce Application featuring a Flutter-based mobile frontend for seamless user experience and a robust backend service. The application will support core e-commerce functionalities including product catalog management, user authentication, shopping cart, order placement, and an administrative dashboard for business operations, with a strong […]
🔍 Intelligent Resume Screener using NLP + RAG Python LangChain OpenAI API FAISS Streamlit Natural Language Processing + Retrieval-Augmented Generation Build an NLP pipeline to extract skills, experience, and education from resumes. Create a vector database (FAISS) of job descriptions. Use a RAG model to match candidate resumes to job postings dynamically. Output: Ranking of […]
1️⃣ Objective Design and deliver a Retail Demand Forecasting & Assortment Optimization Platform that produces accurate, probabilistic SKU×store forecasts, recommends assortments and replenishment policies, simulates supply scenarios, and provides planners with actionable dashboards to improve on-shelf availability and reduce inventory cost. Key Goals: ✨ Accurate SKU×store demand forecasts (daily/weekly) with quantile estimates for uncertainty-aware planning. ✨ Optimized assortments per store using […]
1️⃣ Objective Build an AI-driven Marketing Campaign Performance Analyzer that provides accurate attribution, measures campaign uplift, suggests budget allocation across channels, and surfaces creative & audience insights to maximize ROI. The system will merge multi-source marketing data, run causal & predictive models, and provide actionable recommendations for campaign managers and growth teams. Key Goals: ✨ Accurate multi-touch attribution that […]
1️⃣ Objective Build an end-to-end Customer Churn Prediction & Retention Engine that identifies at-risk customers, scores churn probability, prioritizes retention actions, and automates targeted campaigns while providing explainable reasons for each recommendation. Key Goals: ✨ Accurate churn prediction using ML models trained on behavioral, transactional and engagement data. ✨ Action prioritization to maximize retention ROI by ranking interventions by uplift and […]
