20+ Years Principal Architecture & Systems Advisory

Enterprise Architecture &
Data Platform Advisory

Helping growth-stage startups, government agencies, and Fortune 500 enterprises modernize data infrastructure, design scalable cloud architectures, and execute seamless digital transformations.

Offerings

Consulting Practices

Specialized architectural leadership and hands-on systems engineering tailored for mission-critical client engagements.

Enterprise Cloud Architecture

Designing resilient, cloud-native solutions on AWS and Azure. Establishing microservices standards, serverless functions, container orchestration, and multi-region infrastructure patterns.

AWS & Azure Native Microservices Serverless Terraform

Modern Data Platforms & AI Infrastructure

Architecting enterprise data lakehouses, real-time streaming pipelines, and vector data infrastructure. Specialized in Snowflake, Databricks, Apache Iceberg, and streaming ETL for AI-ready data ecosystems.

Snowflake & Databricks Apache Iceberg Vector DBs (pgvector/Qdrant) Kafka & Flink

AI Agents & Autonomous Orchestration

Designing production autonomous agent workflows, multi-agent swarms, Model Context Protocol (MCP) integrations, GraphRAG frameworks, and LLM governance & evaluation systems.

LangGraph & AutoGen MCP & Tool Calling Agentic RAG & GraphRAG Guardrails & Eval

Identity (IAM) & Security Architecture

Implementing zero-trust access management, enterprise Okta IAM integrations, SAML/OIDC authentication protocols, and compliance-driven cloud platform security.

Okta IAM OAuth2 / OIDC Zero Trust Azure Security
Proven Results

Representative Client Impact

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State Agency Multi-Billion Record Data Migration

Public Sector • Modernization

Managed large-scale database migration for State of New York Department of Taxation & Finance and Department of Labor. Designed ETL/ELT strategies to seamlessly migrate over 20 years of legacy data containing billions of records for a critical online services platform upgrade.

ETL / ELT Data Architecture Legacy Modernization

Enterprise Data & Analytics Integration Platform

Fortune 500 • E-Commerce

Spearheaded the enterprise-wide data platform architecture across La-Z-Boy and Joybird. Integrated Snowflake, DBT, Fivetran, Postgres, Oracle, and MS SQL Server into unified analytical pipelines alongside high-performance Spring Boot microservices on AWS.

Snowflake Spring Boot AWS Cloud

Enterprise AI & RAG Accelerator Offerings

Cloud Consulting Practice

Led architecture and implementation for enterprise AI integration frameworks at Ollion. Built custom RAG solutions and automated platform capabilities enabling enterprise clients to securely deploy generative AI onto AWS infrastructure.

RAG Architecture AWS MAP Assessments AI Automation

Fintech Portal & Cloud Microservices Platform

Financial Services & Mobility

Architected dealer finance services portals and connected vehicle cloud platforms at Ally and Ford Mobility. Built Okta IAM integrations, microservices, Kafka streaming pipelines, and serverless architectures across AWS & Azure platforms.

Kafka Streaming Okta IAM Spring WebFlux
Tech Stack

Technical Capabilities

Deep hands-on execution across modern languages, distributed platforms, and cloud ecosystems.

AI Agents

LangGraph, AutoGen, CrewAI, MCP, LlamaIndex, DSPy

Vector & LLM Ops

pgvector, Qdrant, Pinecone, LangSmith, Ollama, vLLM

Data Infrastructure

Snowflake, Databricks, Apache Iceberg, Kafka, dbt

Cloud & Infra

AWS, Microsoft Azure, Docker, Kubernetes, Terraform

Languages

Python, TypeScript, Rust, Java, C++, SQL

Enterprise Security

Okta IAM, OAuth2/OIDC, Zero Trust, Spring Boot