Marriot Homes and Villas: Travel Concierge with generative AI• Integrated Open AI’s Langchain framework with KAAS Cognitive search • Built a multifaceted All in one Chatbot for Search, Bookings & client FAQ. HSBC API Manager: System for Searching and Managing APIs• Collaborated with HSBC London to develop system for managing API endpoints.• Analysed, Categorize & Tagged APIs using Machine learning modules • Developed an API Management module to streamline API searches.• Over 500 API’s deprecated & 3x reduction in time taken for API discovery.Nissan PACE: AI & Knowledge graph powered search over structured data• Developed data processing module to transform both structured (Tables, Ontologies, spec sheets) & unstructured (blogs, reviews) information into hierarchical data.• Used Machine learning modules & user defined ontologies to link data from distinct sources into a single unified data store in Neo4J graph database.• Converted multi-step filtering process into a single-step natural language based search system that detects automotive features in real time

KAAS Cognitive Search :-Enterprise grade sematic search engine • Transitioned a monolithic application to micro services based architecture• Developed a data pipeline to ingest, analyse & Extract Insights from documents.• Implemented user management with MongoDB and indexed mined data in Elasticsearch.• Integrated ML-based Question Answering System with Elasticsearch.• Implemented server less container management Using AWS Fargate Deployment Use Cases / POC’s DevelopedAmigo Chatbot :- Your Personal Helpdesk• Developed a conversational Interface over KAAS Search using RASA framework• Achieved 30% reduction in compliance and IT related support tickets within SapientAAA InsuraXplain: One Virtual Assistant for all Insurance related needs • Enhanced boarding UX reducing user churn due multipage forms by 25 %• 5x reduction in search time for insurance policy and compliance related queries.Video Search Tool :-Search Engine for Multimedia Content• Transcribed multimedia content (Trainings, Tutorials) using Azure ML Cloud• Developed text search on video content, auto generated tests & faq’s KAAS ( Knowledge AS A Service Platform ): ML suite of services for Knowlegde Mining• Implemented REST API using FastAPI framework for KAAS Suite of services.• Containerized & deployed 20+ micro services using Docker, ECR & AWS ECS• Used AWS API gateway for Automatic load scaling and enhanced Security.• Internal teams saved up to 40 % in developmental time and effort on new AI projects• 50+ AI based POC’s developed till date by non-data science teams.

FinAssist :-Personal Expense Tracking & Management• Developed a responsive web application interface using JavaScript and React• Implemented Redux for efficient state management & data consistency• Utilized Java for CRUD Based API’s and integrated a Kafka-based notification system.