I architect AI-first, cloud-native platforms (Azure/AWS) and lead teams to deliver secure, scalable SaaS in high-stakes environments (legal, pharma, healthcare, finance). I prioritize ethical AI practices, compliance, and responsible innovation. My edge is combining executive communication with deep hands-on architecture and delivery discipline.
Executive Summary
Impact at a glance
Experience Timeline
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- AI/ML strategy and implementation for enterprise and growth-stage companies across healthcare, finance, and legal tech.
- Architected end-to-end solutions from strategy through production: Azure AI, RAG systems, agentic workflows, and document intelligence.
Full details ⌄
- Capital Group – Volta Project – Multi-agent content generation platform using LangChain with tool chaining for research → drafting → editing → QA workflows. Reduced content production time 60% through automated agent orchestration with Azure OpenAI + AI Search.
- Capital Group – Thesis AI Project – Investment thesis generation platform using proprietary financial data. Built knowledge graph and RAG system enabling automated research synthesis and investment analysis workflows for portfolio decision-making.
- IQVIA – Regulatory automation platform for clinical trials. Automated generation of executable requirements, test cases, test steps, and auto-execution workflows using RAG with clinical trial documents. Eliminated manual test authoring and significantly accelerated compliance validation cycles.
Technical focus: Azure AI Foundry, Azure OpenAI, Azure AI Search (vector/hybrid), Semantic Kernel, LangChain, Cosmos DB, Functions/AKS, APIM, observability (OpenTelemetry), and governance frameworks (prompt versioning, safety policies, evaluation harnesses).
Azure AI Foundry
RAG
Agentic workflows
LangChain
Semantic Kernel
Regulatory automation
- AI‑first Azure architecture (Azure AI, Cognitive Services, Semantic Kernel, RAG).
- Reduced manual workload by 40%; delivered roadmap milestones 25% early.
Full details ⌄
- Engineering strategy for high‑scale case management, aligned to executive priorities.
- Automation of document workflows using NLP/OCR + RAG patterns for analytics and search.
- Security and compliance: Azure AD, Key Vault, GDPR-aligned standards for legal data.
- Azure Well‑Architected roadmap improving reliability, security, and performance maturity.
Azure AI
Semantic Kernel
RAG
Azure AD
Key Vault
Well‑Architected
- CoE leadership: bench time -14%, profitability +20%.
- Agile predictability: estimation +20%, sprint predictability +60%.
Full details ⌄
- Defined and deployed OKRs, improving execution alignment and measurement.
- AI‑driven document analytics to index/analyze 1M+ PDFs and multimedia content.
- Delivered multi-product cloud launches (AWS Amplify, AppSync), mobile (Kotlin/Swift).
- Insurance on‑prem to Azure migration (ExpressRoute, Azure Migrate, Bicep IaC).
- AWS active‑active resiliency design with < 1 minute RTO for regulated tracking.
OKRs
Azure Cognitive Services
AWS Amplify
AppSync
Terraform
Bicep
- Azure strategy for Modern Workplace; secure serverless architectures.
- AWS multi‑region DR designs for near real‑time failover.
Full details ⌄
- Azure: Teams + App Service/Functions + Data Factory + Key Vault + managed identity workflows.
- Security leadership: identity-first designs, policy alignment, and threat modeling artifacts.
- AWS: S3 multi-region access points, Global Tables, SNS/SQS/Lambda/Step Functions DR patterns.
Azure Functions
Teams
Key Vault
Threat Modeling
AWS Global
- Led high‑stakes, FDA‑compliant software delivery for major pharma clients in clinical and testing environments.
- Architected custom .NET/Azure solutions that secured sensitive data and streamlined regulated workflows.
Full details ⌄
Clients included Pfizer, Gilead, Novartis, EcoLab, Merck, J&J, Abbott, Eli Lilly, Bayer, AbbVie, Mylan, GE, and Biomarin.
- Owned technical and delivery leadership for multi‑year, mission‑critical initiatives across regulated environments.
- Designed FDA‑compliant platforms using .NET and Azure to support clinical operations and laboratory testing workflows.
- Developed key software components for Gilead’s Veklury (COVID‑19 antiviral) testing operations under tight timelines.
- Delivered cross‑platform mobile clients for Tech Data’s flagship product using Xamarin and Azure.
- Ran requirements and design sessions, authored SOWs, and delivered demos and technical training to stakeholders.
GxP
CFR 21 Part 11
.NET · C#
Azure
Xamarin
HP/MicroFocus APIs
- Defined technology vision and roadmap for an AR/AI‑driven med‑tech startup.
- Delivered 3D medical imaging and cloud platforms for providers and partners.
Full details ⌄
- Architected a system to convert 2D CT/MR images into 3D models for HoloLens and Magic Leap, enabling computer‑aided diagnosis with patent‑pending IP.
- Built scalable, multi‑tenant cloud and mobile solutions using Azure, ASP.NET MVC, REST APIs, and Xamarin.
- Managed end‑to‑end product lifecycle, from R&D through launch, in a lean startup environment.
- Engaged clients and investors with demos and technical narratives that translated innovation into business value.
Azure
ASP.NET MVC
Xamarin
Unity 3D
Vuforia
- Reported to the CIO as product‑owner‑style leader for highly integrated line‑of‑business systems.
- Led distributed development, BA, and QA teams across multiple platforms and vendors.
Full details ⌄
- Co‑authored short‑ and long‑term technology roadmaps with the CIO, aligning systems to business goals.
- Managed international engineering, analysis, and QA teams delivering core enterprise capabilities.
- Worked with IBM to implement Sterling OMS and WebSphere Commerce.
- Owned architecture for an integrated landscape including WMS, order entry, accounting, fulfillment, personalization, and manufacturing systems.
- Maintained complex third‑party integrations and drove automation of previously manual processes.
C# · ASP.NET
Web APIs
SQL · SSRS · SSIS
Azure
- Enterprise architect and product owner for mission‑critical healthcare alliance platforms.
- Maintained 99.98% SLA uptime while re‑architecting legacy systems to modern .NET.
Full details ⌄
- Served as SME for contract management, forms management, and tier activation systems in response to evolving U.S. healthcare regulations.
- Partnered with 17+ cross‑functional teams on usability, performance, scalability, reliability, and security.
- Owned incident response and architecture decisions necessary to uphold a 99.98% SLA.
- Re‑architected classic ASP systems to .NET, significantly improving performance and user experience.
- Collaborated with production services on release management, builds, and hotfix processes.
C# · ASP.NET
REST/SOAP APIs
SQL Server
SSRS
TFS · SVN
- Led design of high‑volume pricing and membership systems for a major healthcare network.
- Automated complex data ingestion and pricing workflows previously handled manually.
Full details ⌄
- Architected a member signup engine that coordinated data across multiple enterprise systems using historical spend patterns.
- Built a multi‑supplier ingestion and reconciliation pipeline that cut manual analyst work from ~4 days to under 45 minutes.
- Developed dynamic PDF generation and membership tier tracking systems that improved revenue and reduced manual effort.
- Implemented large‑scale notification workflows for 300K+ users across admins, suppliers, and members.
C# · ASP.NET
REST/SOAP APIs
SQL Server
SSRS
- Modernized actuarial systems by re‑architecting Delphi/VB6 solutions to .NET.
- Built secure, N‑tier calculation engines and reconciliation services.
Full details ⌄
- Re‑platformed legacy actuarial code to .NET while preserving correctness and IP protection.
- Implemented data reconciliation/synchronization services between core systems.
- Created an N‑tier calculation engine with built‑in security for actuarial models and trade secrets.
C# · ASP.NET
AJAX · ADO.NET
SQL Server
- Project lead for multiple full‑SDLC initiatives in manufacturing and supply chain.
- Delivered multi‑lingual WMS and BI dashboards with measurable financial impact.
Full details ⌄
- Built intranet dashboards combining BI data, live machine feeds, shipments, and supply chain metrics.
- Designed a global affiliate WMS that reduced inventory requirements by ~$1.5M and supported 14 languages.
- Created a scrap bidding system that increased sales by up to 35%.
- Modernized classic ASP portals to ASP.NET, improving UX and extensibility.
- Implemented online invoicing and data‑sync services between Oracle and SQL Server.
C# · ASP.NET
SQL Server · Oracle
SSIS · BI
- Built customer information, billing, and inventory systems for retail fixtures.
- Connected back‑office inventory with the public‑facing sales website.
Full details ⌄
- Created customer care and billing modules in ASP.NET and SQL Server.
- Implemented inventory management that drove live in‑store item visibility on the website.
C# · ASP.NET
SQL Server
- Developed online repositories for sales and recruiting teams.
- Implemented custom search algorithms over Word documents.
Full details ⌄
- Built systems for storing and tracking business opportunities and consultant profiles.
- Implemented indexed search over uploaded documents for faster candidate and deal matching.
C# · ASP.NET
SQL Server
- Delivered fully integrated sales, inventory, and administration systems.
- Implemented “one‑time entry” for core business data across modules.
Full details ⌄
- Designed and built a unified Sales/Inventory/Admin application in VB6 and Oracle.
- Created a single‑entry model that synchronized sales, customer, and inventory data.
- Developed Crystal Reports for operational and management reporting.
VB6
Oracle
Crystal Reports
Interactive Constellation
Drag · Orbit
Career Constellation
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