AI workflows · Training · Talks
I help businesses turn repetitive work into AI workflows.
Workflow automation, agentic systems, and team training — for companies that want AI in real operations, not slideshows.
Trusted by teams in manufacturing, marketing, SaaS
Who I work with
Three audiences. One operating model.
Operators
Founders and ops leads who already know the bottleneck. We name it, route it, and ship the system that retires it.
See the offerTeams
Five-to-fifty-person teams adopting AI as routed workflow — not chat. Audit, build, train; observable from day one.
See the offerCommunities
Bootcamps and workshops for educators, cohorts, and dev communities — Urdu-friendly when it helps the learner.
See the offerRecent systems
Three workflows, three industries.
Operations · 2024
MeetPlanner
Cut scheduling friction 70% for distributed teams.
Read the case studyMarketing · 2025
Marketing Dashboard
Daily channel reports drafted in 4 minutes, not 4 hours.
Read the case studyManufacturing · 2025
Printing Press
Routed order intake → quote in under 90 seconds end-to-end.
Read the case study
How I work
Three steps from “we should use AI” to a system running in production.
Step 01
Discovery
30-minute call. We map the actual workflow on a whiteboard and name the two or three steps that bleed time.
Step 02
Audit
One-page hypothesis: the problem, an architecture sketch, the stack, the risks, and the smallest next step worth taking.
Step 03
Build or Train
Either I build the system end-to-end in weeks, or I run a workshop so your team can. Same playbook, two delivery modes.
Lab Notes
Writing from inside the work.
Practice7 min
Context engineering for ops teams
Prompts are the smallest part of an AI workflow. The largest is the surrounding context — what the model can see, what it should ignore, and what shape its answers should arrive in.
Read notePractice5 min
One workflow diagram is worth ten specs
If you can't draw the system on a whiteboard in five minutes, you don't understand it yet — and neither will the team that has to maintain it.
Read note
Want a workflow audit?
Thirty minutes, no pitch. We’ll map the bottleneck and decide if it’s worth automating.