Fintech-enabled platform that modernizes hotel bookings and payments. It provides a seamless user experience for guests and hoteliers through features like one-click payments and clever merchandising.

◦ Built a proprietary CMS integrating multiple data sources via ETL for 2M+ hotels

◦ Enabled 1000s of hotel bookings with agentic actions through platforms like Perplexity

◦ Migrated backend from RESTful to GraphQL APIs for unified, multi-source data fetching

◦ Implemented RAG retrieval across Selfbook properties with 20+ tunable parameters

Develops AI-enabled solutions to analyze global supply chains, identify disruptions, and mitigate their impact on the delivery of commodities worldwide.

◦ Created a Plan-And-Execute (PAE) LLM that self-discovered supply chain disruptions

◦ Integrated a structured and vectorized knowledge graph for LLM memory context

◦ Deployed an in-house NLP → Cypher/Neo4j query generator

◦ Built a proprietary layered architecture with model, repository, controller, and API layers

◦ Worked with OpenAI assistants, open-source models, and swarm intelligence

◦ Fine-tuned multiple LLM models for specific tasks such as research, economics, and regulations

Free, science-based guides so that anyone can better their life regardless of background.

◦ Created an audience of 50,000 unique active visitors per month

◦ Built an automated newsletter pipeline for 25K active subscribers.

◦ All published guides have been read by over 650,000 people

◦ Gained over 100 paying subscribers that beta-test the guides

◦ Wrote eight of the guides, with more to come