Built a smart AI chatbot using Google Gemini LLM + RAG for real-time customer query handling and automated sales report generation (CSV, PDF, PPT). Integrated with Firebase for backend and authentication.

Impact: Streamlined repetitive tasks, boosted response accuracy, and freed up time for innovation. 

Developed a dynamic ingredient consumption & cost calculator connected with Google Sheets and Apps Script. Automated dish-wise raw material tracking with live market price updates.

Impact: Improved inventory & cost control with real-time consolidated reporting.

Designed an automated Food Cost Report (FCR) system for recipe costing & procurement management. Supported brand-wise sheets, sub-recipes, and automatic yield/portion costing.

Impact: Delivered end-to-end transparency in food cost management. 

Integrated a data pipeline (Google Sheets → SQL via Python) with Exploratory Data Analysis and an LLM-powered chatbot (RAG) for interactive decision-making.

Impact: Enabled real-time, AI-driven business insights for leadership teams. 

Automated textile quality control using YOLOv4-tiny + CNN deep learning for defect detection/classification.

Impact: Achieved high recall in defect identification, paving way for real-time production deployment. 

Built a GenAI assistant for healthcare Q&A & sales enablement. Integrated Twilio (voice + SMS) with escalation to doctors & sales agents.

Impact: Enhanced customer engagement & ensured safe medical query handling.

Developed an Amazon-style recommender using web scraping, NLP, sentiment analysis & ML. Processed product/review data for a content-based recommendation engine.

Impact: Improved personalization for e-commerce product discovery.