Enterprise GenAIRAG SystemsLLM ApplicationsCloud ArchitectureAI PlatformsFinTech Automation

Applied AI, GenAI and cloud architecture for enterprise systems.

I design and deliver production AI systems, LLM applications, RAG platforms, and cloud-native infrastructure for enterprise and fintech environments.

Former Google Cloud AI/ML and Generative AI technical lead, Co-Founder & CTO at GulinTech, INSEAD MBA, MSc in Applied Mathematics and Computer Science, and 13x Google Cloud certified.

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Professional focus
Senior technical leadership across AI, cloud, fintech, and distributed systems.
Former Google Cloud AI/ML and GenAI technical lead
Co-Founder & CTO at GulinTech
INSEAD MBA
MSc in Applied Mathematics and Computer Science
13x Google Cloud Certified
Credentials & educationTechnical notes
Applied AI & GenAI Systems

Designing and deploying LLM-powered applications, RAG pipelines, evaluation workflows, and AI-enabled enterprise systems.

Cloud & Distributed Platforms

Large-scale cloud architecture across Google Cloud, AWS, Azure, Kubernetes, data platforms, and production infrastructure.

Enterprise Delivery

Leading complex AI, cloud, and transformation programs for regulated enterprise environments, including banking and financial services.

Technical Leadership

Building and guiding cross-functional engineering teams across AI, cloud, data, software engineering, and infrastructure.

Selected AI work

Public summaries of selected work areas. Detailed project context is available for relevant professional discussions.

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Enterprise RAG Architecture
Designed and stabilized custom retrieval-augmented generation systems for enterprise knowledge workflows, improving document parsing, metadata design, retrieval quality, and response latency.
RAGVector SearchDocument AIEvaluation
AI for Legacy Code Modernization
Combined deterministic static analysis with LLM-based summarization and documentation to help engineering teams understand large legacy Java systems faster and more safely.
LLMsStatic AnalysisJavaModernization
GenAI Search & Booking Experience
Led delivery of a GenAI pilot replacing structured booking forms with natural-language search, using embeddings, vector stores, function calling, and orchestration patterns.
GenAILangChainFunction CallingUX
Credentials
Selected credentials supporting AI, cloud, delivery, and business leadership.
Former Google Cloud AI/ML and GenAI technical lead
Co-Founder & CTO at GulinTech
INSEAD MBA
MSc in Applied Mathematics and Computer Science
13x Google Cloud Certified
AWS Certified Solutions Architect
PMP certified
Technical notes
Practical writing on enterprise AI, GenAI architecture, RAG, evaluation, cloud platforms, and fintech automation.

I use technical notes to share field-tested lessons from real-world AI and cloud delivery: what works, what fails, and which architecture decisions matter in production environments.

Read technical notesProfessional inquiries