We ship AI for companies and coach founders through it — and we also help people figure out startups, careers, higher studies, and moving countries. Two operators. One honest desk.

AI & GenAI researcher with deep experience in agentic architectures, LLM systems, and applied ML research. The engine behind what we build.

A people-first operator who builds businesses. Strong on marketing, product depth, and turning ambiguous ideas into revenue and reach.
Stand up production AI stacks — model serving, evals, observability, cost controls — inside your existing org.
Multi-agent workflows that replace brittle automation. LangGraph, tool use, retrieval, state machines.
Structured brainstorming to surface high-leverage AI bets specific to your business — not the industry deck.
For teams starting from zero. A calm, jargon-free path from first pilot to a defensible AI capability.
Bake AI into your product without breaking your roadmap. From wedge feature to platform.
Sharp, honest read on whether your startup thesis holds — technically, commercially, and operationally.
Compute cost, unit economics, GTM burn, and VC-ready spreadsheets that survive due diligence.
Policy, data safety, and compliance you can actually implement — not a 60-page PDF nobody reads.
We've navigated it ourselves. Practical, honest guidance for the confused — university choice, visas, jobs, and the real texture of life abroad. Deep help at accessible prices.
Visa paths, city choice, housing reality, tax, and the actual social integration playbook.
H-1B, O-1, F-1→OPT, employer navigation, and how to not get burned on cost of living.
Master's, PhD, and research placement across the US, Germany, and EU. Program fit over rankings.
The unglamorous truth: winters, healthcare, banking, dating, community. So you can decide clearly.
