01
◎
Retrieval-Augmented Generation
Ground LLM responses in enterprise knowledge — documents, databases, APIs and internal systems — for relevant, contextual answers.
AI ENGINEER · SOLUTION ARCHITECT · ENGINEERING LEADER
Building intelligent systems.
Engineering real impact.
I combine 17+ years of software engineering with Generative AI to build secure, scalable products — from enterprise platforms to RAG-powered assistants and agentic workflows.
17+Years engineering
40+Products delivered
AI +Enterprise systems
Current focusGenAI · RAG · Agents
Building for production
GENERATIVE AI ✦ RAG ✦ AGENTIC AI ✦ AWS BEDROCK ✦ SOLUTION ARCHITECTURE ✦ FULL-STACK ENGINEERING ✦ CLOUD ✦ TECHNICAL LEADERSHIP ✦ NODE.JS ✦ REACT ✦ ANGULAR ✦ PYTHON ✦ SQL SERVER ✦ MONGODB ✦ AI PRODUCT STRATEGY ✦ ENTERPRISE SYSTEMS ✦ DATA ARCHITECTURE ✦ API DESIGN ✦ AI OPERATIONS ✦ DELIVERY LEADERSHIP ✦ HEALTHCARE AI ✦ PRODUCT THINKING ✦ GENERATIVE AI ✦ RAG ✦ AGENTIC AI ✦ AWS BEDROCK ✦ SOLUTION ARCHITECTURE ✦ FULL-STACK ENGINEERING ✦ CLOUD ✦ TECHNICAL LEADERSHIP ✦ NODE.JS ✦ REACT ✦ ANGULAR ✦ PYTHON ✦ SQL SERVER ✦ MONGODB ✦ AI PRODUCT STRATEGY ✦ ENTERPRISE SYSTEMS ✦ DATA ARCHITECTURE ✦ API DESIGN ✦ AI OPERATIONS ✦ DELIVERY LEADERSHIP ✦ HEALTHCARE AI ✦ PRODUCT THINKING ✦
01 / ABOUT
Software engineering depth.
AI-first direction.
I’m an AI Engineer, Solution Architect and engineering leader focused on turning modern AI capabilities into useful, maintainable products — not isolated demos.
My background spans Node.js, React, Angular, React Native, SQL Server, MongoDB, AWS, Azure, real-time systems and enterprise architecture. Today I apply that foundation to LLM applications, retrieval, agents, automation and intelligent enterprise workflows.
At Claritus Management Consulting, I lead engineering delivery for US-based clients across laboratory operations and healthcare platforms.
02 / AI ENGINEERING
From LLM capability to
production-ready AI.
AI becomes valuable when it understands your context, connects to your systems and behaves reliably.
02
⌁
AI Agents & Workflows
Tool-enabled agents that reason across APIs and business workflows to move from answers to actions.
03
◇
Enterprise GenAI
Secure AI integration with existing applications, identity, data, observability and cloud infrastructure.
04
Production mindset
I approach AI with the same questions I ask of any production system: Is it useful? Measurable? Secure? Observable? Maintainable? What happens when it fails?
QUALITYCONTEXTRELIABILITY
03 / SELECTED WORK
Systems built for
real operations.
Enterprise software across healthcare, laboratory operations, live commerce and business platforms.
Deibel Laboratories
Centralized laboratory operations platform supporting workflows across a US food-safety laboratory network. Architecture and delivery spanning Angular, Node.js, Azure SQL, integrations, performance and operational reliability.
Immunocine
Healthcare management platform supporting patient and operational workflows with modular full-stack architecture.
KIKO Live
Real-time short-video and commerce product with seller interaction, gamification, streaming and transactional workflows.
Enterprise AI Assistant
Applied GenAI work exploring AWS Bedrock, contextual enterprise assistance, retrieval and AI-enabled business workflows.
04 / EXPERIENCE
A career built around
shipping.
2022 — NOW
Senior Project Lead · Claritus Management Consulting
AI engineering, solution architecture and enterprise delivery for US-based clients. Leading full-stack systems, modernization and intelligent application initiatives.
2021 — 2022
V.P. Technology · Kiko TV
Technology strategy and engineering leadership for short-video, gamification and live-commerce products.
2018 — 2020
Senior Web Developer · Switz Group
Architected CRM and operational platforms integrating recharge, travel and financial-service workflows.
2012 — 2017
Web Developer · Sabal India
Built ERP, industrial-management and business applications across Node.js, React, MongoDB and PHP.
2008 — 2012
Web Development · LibSys / Bigway
Product engineering, interactive web experiences and the foundation of a long career in software.
05 / TOOLBOX
The stack behind
the work.
Broad enough to see the whole system. Deep enough to build the critical parts.
AI / GenAI
Generative AI · LLMs · RAG · AI Agents · Prompt Engineering · Embeddings · Vector Search · AWS Bedrock · Guardrails · Evaluation
Backend
Node.js · Express · REST APIs · Microservices · PHP · Redis · RabbitMQ · Kafka
Frontend
React · Next.js · Angular · React Native · JavaScript · TypeScript
Data
Microsoft SQL Server · MongoDB · MySQL · Mongoose · Sequelize
Cloud / DevOps
AWS · Azure · Docker · NGINX · IIS · CloudFront · S3 · PM2
Leadership
Solution Architecture · System Design · Technical Leadership · Agile Delivery · Mentoring · Client Stakeholder Management
06 / CURRENT THINKING
RAG · GENERATIVE AIGenerative AI is powerful.
Generative AI is powerful.
Enterprise AI needs context.
RAG connects language models with the knowledge your business actually runs on — turning generic intelligence into grounded, domain-specific experiences.
Your dataDocs · DB · APIs
→RetrieveRelevant context
→LLMGenerate
→AnswerGrounded output
07 / CONTACT
HAVE A COMPLEX PROBLEM?
Let's build something
intelligent.
Available for AI engineering, solution architecture, technical leadership and select consulting engagements.