Proven Production Outcomes

Case Studies

Production software built and deployed through embedded agentic engineering, specification-driven development, and well-architected principles across industry domains.

Banking & FintechAgentic Modernization

F500 Fintech Monolith Decoupling

Partnered with software engineering leadership to architect a modernization solution that decoupled a core legacy monolith into cloud-native microservices using coding agents and spec-driven engineering patterns.

Stack: Microservices, Coding Agents, Spec-Driven Patterns
Financial ServicesIntelligent Doc Hub

Alternative Investment Document AI Hub

Architected an enterprise agentic engineering transformation program and designed an intelligent document processing hub for alternative investments to automate complex data extraction.

Stack: MS Foundry, Copilot Studio, Azure AI
Life Sciences & HealthcareCross-Functional AI

Global Pharma Enterprise AI Workflows & Agents

Partnered with a global pharmaceutical company's generative AI team to execute ChatGPT Enterprise and M365 Copilot rollouts, designing and piloting AI agents across R&D, Medical Affairs, Marketing, Biosample Operations, and RWE Biostatistics.

Stack: M365 Copilot, Azure AI, HIPAA / Security Standards
High-Tech & RetailProduction RAG

High-Tech Startup Production RAG Assistant

Embedded directly with founders to build and deploy a production RAG-based knowledge assistant for retail operators, delivering real-time intelligent search and operational responses.

Stack: AWS Bedrock, Anthropic Claude
Data Center & EnergyESG & Departmental AI

Data Center Carbon Emissions & Re-Engineered Workflows

Built an enterprise sustainability solution to track and reduce operational carbon emissions, paired with re-engineered AI workflows across marketing, sales, finance, HR, and legal departments.

Stack: ESG Analytics, Cross-Departmental Workflows
Cloud & Edge IoTWell-Architected Systems

Well-Architected Cloud-Native IoT Workloads

Partnered with engineering leadership to design and roll out a Well-Architected Framework (WAF) and continuous monitoring solution for distributed cloud-native IoT and Edge systems on Azure.

Stack: Well-Architected Framework, Edge IoT, Cost Optimization