

Innovative AI Cloud Engineering Delivery Lead and Digital Transformation Leader with nearly 15 years of experience in designing and implementing AI solutions for healthcare. Specializes in driving business transformation through GenAI and Agentic AI technologies, including predictive modeling, neural networks, and conversational AI. Expertise in demand forecasting, pricing strategies, delivery optimization, predictive maintenance, and customer segmentation.
1) On‑prem to AWS Cloud Migration (Techno‑Functional Delivery Manager)
Delivered migration of 18 applications and 22 TB data from on‑prem to AWS in 5 months, executing 6 migration waves with <45 minutes planned cutover downtime.
Set up governance and delivery controls (RAID, change management, security sign-offs), achieving 99.95% availability post‑cutover and meeting RTO 4 hrs / RPO 30 mins.
Drove cost optimization (rightsizing + Savings Plans), reducing monthly run cost by ~28% within 90 days.
2) Voice‑to‑Text + LLM Model (ASR product delivery)
Managed delivery of real‑time speech‑to‑text with LLM-based normalization and summarization for contact-center use cases, improving WER from 16% to 10.8% and achieving p95 latency 1.3s.
Coordinated data readiness (1,200+ hours audio), model iterations, and production rollout to ~450 users, reducing manual call notes effort by ~35%.
3) Agentic Chatbot (RAG + tools)
Delivered agentic chatbot with RAG over ~65,000 documents and integrations (ServiceNow/Jira/KB), deflecting ~32% tickets and reducing AHT by ~22%.
Implemented guardrails (RBAC, PII masking, audit logs) and KPI dashboards; reached ~1,800 MAU within 8 weeks of launch with p95 response time 3.5s.