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Ambikadevi Damodaran
Principal Engineer specializing in GenAI/LLM platforms and enterprise modernization
Hayward, CaliforniaPrincipal Engineer19 years experiencePrincipalReal EstateMedia & EntertainmentEducation Technology
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About
Built a production LLM-driven personalization microservice for realtor.com using LangChain/LangSmith with an MCP tool layer and RAG to generate schema-constrained ranked listings in real time, replacing a rule-based engine and improving engagement/lead conversion. Also owned an ambiguous cross-channel identity initiative, implementing an identity graph via Twilio Unify with required SDK and data-warehouse integration.
Experience
Principal EngineerRealtor.com (NewsCorp)
Staff EngineerChegg
Principal EngineerStudyBlue
Software Architect (Consultant)Johnson & Johnson (BabyCenter)
Lead DeveloperCharles Schwab
Senior Software EngineerACI Payment System
Senior Software Engineer (Contractor)Charles Schwab
Senior Software Engineer (Contractor)IBM
IT DeveloperThe Home Depot
Education
Texas State Universitymaster, Computer Science
Bharathiar Universitybachelor, Electronics & Communication Engineering
Key Strengths
- Built and deployed production LLM personalization microservice end-to-end (orchestration, tool contracts, RAG, validation, observability)
- Replaced a rule-based personalization engine with a reusable LLM platform
- Improved engagement and lead conversion via real-time personalized content
- Latency mitigation in LLM services using Redis caching and prompt/context reduction with structured outputs
- Owned ambiguous cross-platform identity problem; delivered identity graph solution using Twilio Unify with SDK + data warehouse changes
- Designed MarTech data sync pipeline between internal systems and external vendors, including ID mapping and CDC
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