SR

Work experience

AI/ML Engineer · OpstronomyAug 2025 – Oct 2025 · 3 mos

Led development of AI agents across multiple platforms to reduce telecalling costs (potential 40% savings for Apollo Hospitals). Built a multi-parameter evaluation framework improving accuracy to 90%. Co-engineered Apollo HealthAxis Clinical Copilot with Microsoft, delivering a generative-AI CDS answering clinical queries with 95% accuracy using Azure OpenAI + Vertex AI; designed multi-intent NLP with medical NER mapped to LOINC/CPT, and implemented HIPAA-compliant XState workflows with real-time model routing.

AI Solutions Analyst · Waterloo Experience (WE Accelerate) programAug 2024 – Oct 2025 · 1 yr 3 mos

Built a RAG financial coach on Azure (OpenAI + Cognitive Search) with a curated knowledge base to deliver grounded budgeting advice. Implemented KB pipeline with PII redaction, chunking, embeddings, and hybrid BM25+ vector search with re-ranking; delta indexing for freshness. Enforced security and quality via Entra RBAC, Key Vault, encryption, audit logs; guardrails and faithfulness checks with feedback loop.

Education

Bachelor of Computer Science, Co-op · University of Waterloo2030 – 2028

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