Profile

AI Solutions Architect & Technical PM. Helping organizations build and ship AI products.

I'm curious about how things work under the hood. Whether that's an LLM architecture or a business process that feels broken. I've spent 8+ years working with enterprise clients on complex technical projects, and lately I've been deep in AI product development. I like operating at the intersection of business and technology. I ask a lot of questions, build prototypes quickly, and iterate until it works.

What I Do

AI Solutions Architecture

I like designing systems where LLMs actually help people get work done. RAG pipelines, multi-agent workflows, tools that integrate into existing processes.

Technical Project Leadership

Bridging the gap between "here's what we want" and "here's what we shipped." Keeping projects moving, teams aligned, and stakeholders informed.

Product Development

Building AI-first products from scratch: HugeContext, Docsalia, Claritude. All in production, all solving real problems I encountered.

Process Innovation

Finding workflows that feel painful and automating them away. Whether that's dev tooling, data pipelines, or team coordination.

How I Work

Start with Questions

I ask a lot of "why" before jumping to "how." Understanding the actual problem (not just the stated one) is usually half the work.

Build, Test, Iterate

Fast prototypes beat long debates. I'd rather ship something small, get feedback, and improve than wait for the perfect plan.

Make It Work, Then Make It Good

Get to "working" as fast as possible. Then optimize. Most problems reveal themselves once the system is actually running.

Keep Teams Aligned

Clear communication prevents most problems. I over-communicate status, blockers, and next steps so nobody's surprised.

Technical Skills

AI & ML

RAG architecturesAgent orchestration (MCP tools, multi-agent flows)LLM / VLM / SLM optimizationEmbeddings & vector searchONNX optimizationModel finetuning

Cloud & Infra

Microsoft AzureGoogle Vertex AIRunpod / Vast.aiSSH/tmux for remote GPU workflows

Backend

Python & FastAPINode.jsREST APIsBackground jobs & pipelines

Frontend

React & Next.jsSvelte & AstroElectron

Data

PostgreSQLVector DBs (Pinecone, Qdrant, Chroma, pgvector)

DevOps

GitHub ActionsCI/CD pipelinesSDLC management

Certifications

PMP

PMP

Project Management Professional

PMI

PSM I

PSM I

Professional Scrum Master I

Scrum.org

MS AI/ML
In Progress

MS AI/ML

AI & ML Engineering Professional Certificate

Microsoft

Languages

🇺🇸
English Professional
🇨🇴
Español Nativo
🇧🇷
Português Professional

Open To

AI Leadership Roles

Positions that leverage both technical depth and program leadership. Staff Engineer, Head of AI, VP of Engineering.

Consulting & Advisory

AI architecture reviews, agentic system design, delivery optimization for AI initiatives

Product Licensing

Enterprise licensing discussions for HugeContext and other AI products

Collaboration

Research partnerships, open-source contributions, technical writing

Want to work together or learn more?