Strategic AI Product Manager with 7+ years leading Data and AI/ML product development across Telecom, FinTech, Pharma, and Healthcare. Proven track record delivering $2M+ in annual savings and 70% workflow automation through scalable AI solutions. PSPO II certified with expertise in regulated environments.
Strategic AI Product Manager with expertise in regulated environments including Pharma (cGMP, HIPAA), Telecom and FinTech. Combines deep technical expertise in Generative AI, MLOps, and data engineering with strong product leadership from vision and roadmapping through stakeholder alignment, Agile execution, and post-launch governance.
Passionate about driving AI adoption that is ethical, impactful, and aligned with business goals. Proven ability to translate complex challenges into scalable AI solutions that deliver measurable outcomes. Comfortable wearing multiple hats, moving fast, and building from zero-to-one in dynamic environments.
Core focus areas: Cost optimization, supply chain analytics, risk & compliance (HIPAA, GDPR, cGMP), financial modeling, and AI governance. Experience with enterprise data products serving 1200+ users and implementing resource allocation frameworks.
Enterprise data solutions with healthcare-grade compliance and governance.
Defined GTM strategy across 5 enterprise Data Products serving 1200+ users. Implemented resource allocation framework and cloud optimization, delivering $2M in annual compute cost savings for FinOps team.
GTMMigrated from on-prem Hadoop to GCP BigQuery with IAM security, HIPAA compliance, and metadata cataloging in Colibra.
CloudEnterprise real-time data platform processing 15TB/day through Apache Kafka streaming pipelines integrated with ELK stack observability, with query optimization across Oracle, Hive, Trino, and Impala achieving 70% performance improvement.
KafkaGenerative AI and Agentic solutions delivering measurable business impact.
Automated 70% of real-estate document processing using Agentic AI with Milvus for vector-based retrieval and LangGraph for orchestrating multi-agent workflows across financial, legal, and real estate teams. 150+ user stories backlog automated.
Intelligent telecom usage monitoring system using LLaMA 3.1 70B to make context-aware blocking decisions for $500+ data overages. The AI agent analyzes customer tier, payment history, and usage patterns to handle VIP exceptions and edge cases, achieving 94% accuracy while maintaining data sovereignty through on-premise deployment. Reduced manual review by 75% with sub-30 second decision latency.
Architected and deployed Vertex AI-based data quality pipeline using fine-tuned PaLM 2 to automatically profile, classify, and tag sensitive fields (PII/HSPII) across streaming and batch datasets. Reduced manual data governance effort by 80% while achieving 95%+ classification accuracy with automated DLP masking policies.
Progressive leadership in AI/ML product management across regulated industries.
Key achievement: Delivered $2M in annual compute cost savings for FinOps team through cloud optimization and resource allocation framework.
Interested in AI/ML healthcare solutions, product leadership, or technical collaboration? Reach out.