micky@micky.sh:~$ whoami
[ ai transformation / consultant · builder · educator ]

I help companies turn AI into operational leverage_

I work with founders, owners, and operators to move AI out of experimentation and into the way work actually gets done — diagnosing workflow bottlenecks, training teams on practical usage, and building the internal systems that make adoption stick.

Good fit: operators and team leads who need practical AI leverage, not another strategy deck.

01diagnose

Map where AI actually creates leverage.

Audit workflows, decision bottlenecks, and data flow. Identify the two or three places AI will compound, and the ones where it won't.

workflow audit opportunity map
02train

Teach teams to use AI like operators, not hobbyists.

Hands-on training with your actual work. Shared language, reusable patterns, and internal playbooks your team can extend.

team workshops playbooks
03build

Implement systems that make adoption stick.

Integrations, agents, and internal tooling built into your existing stack — so the change survives after the engagement ends.

agents internal tools integrations

Products and systems shipped — not slide decks about shipping.

I'm a builder at heart. Alongside consulting and training, I bring years of experience as a senior software engineer building production systems across agentic, trading, and web3 stacks.

If you're leading AI adoption and want practical help — start a conversation.

Good fit: founders, owners, operators, and team leaders in SMEs or more traditional companies, and HR or enablement buyers who want practical AI training that actually moves the team.

Replies within 1–2 business days.