All Projects
Impactful Projects I've Built
End-to-end AI and data systems built for real businesses. Each project is a full case study with the problem, approach, architecture, and measurable results.
Enterprise Sales Forecasting Transformation for FMCG Retail
Designed and deployed a scalable machine learning–driven demand forecasting system for a large FMCG retailer, enabling accurate item × outlet level predictions, improved promotion planning, and reduced inventory inefficiencies across 6000+ SKUs and 130+ outlets.
Agentic AI-Powered Ecommerce Assistant for Retail
An end-to-end agentic AI shopping assistant for a large retail ecommerce platform, enabling customers to place grocery orders via natural conversation, image-based lists, and recipe requests — mapped accurately to thousands of SKUs through a hybrid retrieval engine and orchestrated by a hierarchical LangGraph agent system.
Price Optimization & Margin Intelligence for Retail
Built an end-to-end price optimization platform combining elasticity modeling and genetic algorithms to enable data-driven pricing decisions, improve margin realization, and automate pricing workflows for a large FMCG retailer.
Enterprise Recommendation System (Real-Time, AWS-Based)
Designed and deployed a real-time, scalable recommendation system on AWS using a hybrid retrieval + ranking architecture, enabling personalised product discovery and improved conversion across web and mobile channels.
Workforce Absenteeism Prediction Platform (Azure Fabric)
Designed and deployed a production-grade workforce absenteeism prediction system on Azure Fabric, enabling proactive workforce planning through weekly employee-level risk forecasting and decision intelligence dashboards.
AI-Powered Hospital Appointment Management Platform
A cloud-native, multi-agent AI system that automates end-to-end hospital appointment management — enabling patients to book doctor appointments and lab tests through natural conversation, backed by a hierarchical LangGraph agent architecture deployed on AWS ECS Fargate.
myHR — Enterprise RAG Chatbot for Internal HR Policy
A production-grade Retrieval-Augmented Generation system that gives 14,000+ employees instant, grounded answers to HR policy questions — replacing 1–2 day email wait times with sub-second responses, achieving >90% answer accuracy on an internal evaluation set, and enforcing business-unit and country-level access control at the retrieval layer.
End-to-End Phishing URL Detection System with MLOps Pipeline
A production-grade MLOps pipeline for network security threat detection — automating data ingestion from MongoDB through validation, transformation, model training with full experiment tracking, and real-time inference via a containerised FastAPI service deployed on AWS EC2 with GitHub Actions CI/CD.
Azure Medallion Lakehouse for Hospitality Analytics
A production Azure data lakehouse for a large hospitality enterprise, ingesting reservation and revenue data from two parallel property management systems through a five-layer medallion architecture — Landing → Bronze → Silver → Gold — with an integrated data quality framework, star schema data warehouse, and Power BI consumption layer for enterprise business intelligence.