Work with me
Practical help for retrieval, agent workflows, and production reliability.
For most engineers and small teams, a 1:1 call is the right starting point. We'll look at your actual system — your retrieval setup, your agent loop, your eval gaps — and I'll give you the honest read. No deck, no follow-up sequence. If a fix is obvious, you leave with it. If the problem is bigger than a call, I'll say so.
Selected client work
Client names withheld under NDA
Creative agency
Creative operations orchestration
A stateful multi-agent workflow from brief intake to delivery and invoicing, with retrieval from prior work, brand-compliance checks, and human approval before assets ship.
LangGraph · FastAPI · PostgreSQL · Redis
Customer communications
Multilingual PII detection
A production service that audits conversations for exposed personal data, including obfuscated text, with asynchronous processing, monitoring, and CRM write-back.
FastAPI · LLM + rules · AWS · Docker
SaaS team
Enterprise knowledge assistant
A retrieval assistant grounded in the team’s Confluence knowledge base, with scheduled document sync and the ability to open Jira tickets from a conversation.
Azure OpenAI · ChromaDB · FastAPI · Jira / Confluence
How I work
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01 / Scope
Define the problem, constraints, and a measurable result before choosing a model.
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02 / Build
Ship working software in short cycles so the team can inspect it and change course.
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03 / Verify
Test the failure paths, monitor behavior, and keep human approval where it matters.
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04 / Handover
Deliver the code, deployment setup, and documentation your team needs to run it.
Start with a conversation
Book a 30-minute call to walk through your system and decide what would be useful next.
Longer consultation
Consultation packages
For deeper engagements — multi-session reviews of an architecture, an embedded week with your team, written deliverables — I run those as structured packages on Gumroad. Scope and pricing are listed on the product page.
For full builds
GrowthForge AI
If you need more than consultation — design, implementation, ongoing engineering — I run those builds through GrowthForge AI with my co-founder Darshan. Same bias toward shipping, more hands to do it.