Available to hire
Senior AI and healthcare and financial technology leader with 12+ years of experience spanning enterprise GenAI architecture, healthcare operations, and strategic technology consulting. Holds a master’s degree and brings hands-on agentic AI and cloud engineering depth.
Trusted advisor to C-suite and VP-level stakeholders across healthcare, pharma, and financial services. Experienced leading cross-functional teams and delivering AI transformation programs on AWS and Azure that drive measurable operational and revenue outcomes.
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Beginner
Beginner
Work Experience
GenAI / ML Architect at HSBC Financials
January 1, 2025 - PresentLed the design and delivery of an enterprise GenAI and machine learning platform for compliance and risk teams, enabling 500+ internal users to search, reason over, and act on complex business documents faster and with better accuracy. Managed and mentored a team of 5 AI engineers building production-ready multi-agent systems, including architecture reviews, model evaluation, prompt design, code quality, and release readiness. Built a conversational analytics bot for IBM Sterling B2B Integrator connected to Oracle 19c via a custom ETL layer that converted raw transaction rows into readable text chunks indexed into a Pinecone vector store. Developed a four-agent payment reconciliation system using LangGraph to parse batch failures, map them to known error codes, determine the fix, and post corrected entries. Implemented scalable agentic AI workflows across regulated financial operations using LangChain/LangGraph, Neo4j, Chroma DB, and AWS, applying GraphRAG/Hybrid RAG/Corrective RAG and
Principal AI/ML Architect & Client Delivery Lead at VariTec Consulting
June 1, 2023 - January 1, 2025Led AI, data, and platform architecture across 5 healthcare and pharma client engagements, advising VP and Director-level stakeholders on GenAI strategy, delivery roadmaps, enterprise adoption, and measurable business outcomes. Architected DSCSA-compliant serialization and supply chain intelligence platforms for Cardinal Health and Bayshore Pharma, improving traceability across 12 global distribution centers and reducing regulatory reporting cycles by ~30%. Designed natural-language analytics and governed AI workflows enabling business teams to query serialization, inventory, and supply chain data instead of manual reporting. Developed healthcare/pharma GenAI and ML prototypes for tasks such as classification, entity extraction, document understanding, and semantic search with evaluation against business and compliance requirements. Applied PEFT/LoRA fine-tuning to adapt foundation models to healthcare and pharma terminology without full retraining. Built evaluation datasets and test s
Integration Engineer — Amazon Business Enterprise Platforms at Amazon
October 1, 2022 - May 31, 2023Acted as a strategic technology consultant for 20+ Amazon Business partners, guiding cloud integration strategy and API adoption frameworks that reduced average partner onboarding timelines. Collaborated with solution consultants and customer advisors to deliver AWS-based e-procurement integrations supporting partner revenue growth targets.
Sr. Manager — Technical Integrations at Synchrony Financial
July 1, 2021 - September 30, 2022Managed and mentored a 12-person onshore/offshore team across 3 time zones, overseeing delivery execution, career development, and performance management for the integration practice. Led IBM HA Global Mailbox deployment for active-active data centers, achieving 99.9% uptime and reducing average transaction latency by 25% across critical financial workflows. Developed integrations (inbound/outbound) using Oracle Integrated Cloud Services (OIC), including REST/SOAP services, data connections, and web service integrations. Redesigned P0/P1 incident response processes, cutting mean time to resolution by over 35% and later adopted across other teams. Created FBDI integrations by reading BIP reports and implementing supplier profile updates in Oracle Fusion Cloud.
EDI Developer / Data Integrations Consultant at Synapsis Inc
January 1, 2013 - July 31, 2021Built and managed healthcare EDI pipelines (837, 834, 835, 270/277) for BCBS NC and First Care Health Plans, processing over 2 million clinical and claims transactions monthly with zero compliance violations across 8 years. Developed reusable integration frameworks using Sterling Integrator, XPath, XSLT, and BPML to cut average build time per integration by 20% and establish team standards. Delivered executive dashboards and quarterly SLA reports for senior leadership across a portfolio of 30+ active trading partner integrations.
Education
Master’s degree at Wilmington University
January 11, 2030 - August 3, 2026Bachelor of Technology at Bharath University, Chennai
January 11, 2030 - August 3, 2026Qualifications
AWS Certified Cloud Practitioner
January 11, 2030 - August 3, 2026Advanced GenAI & Agentic AI
January 11, 2030 - August 3, 2026AWS Certified Cloud Practitioner
January 11, 2030 - August 3, 2026Advanced GenAI & Agentic AI
January 11, 2030 - August 3, 2026Industry Experience
Financial Services, Healthcare, Life Sciences, Professional Services, Software & Internet
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Beginner
Beginner
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