Services

One operator. Full-stack capabilities.

You don't need to coordinate five vendors. Whether the work is a one-off script or a multi-quarter platform, it's the same operator choosing the stack and shipping the result.

Machine Learning

Real models for real problems — not LLM wrapper theater.

  • ›Forecasting, recommendation, lead scoring
  • ›Bayesian regression, gradient boosting, deep learning
  • ›Productionized with monitoring, retraining, MLOps

Automation

Custom orchestration when it matters. No-code when it's enough.

  • ›Custom Python pipelines · Airflow · Cloud Build · GitHub Actions
  • ›n8n / Zapier when the problem genuinely fits
  • ›The hard ones — granular email-click tracking, dedup logic, rolling analytics

Web & App Dev

Architected to last. Not just shipped to demo.

  • ›Architecture from scratch — framework, DB, deploy topology
  • ›Multi-tenant SaaS, B2B2C, internal platforms
  • ›Built to keep working in 5 years — not 5 weeks

Integration

Any system. First try. Still working in five years.

  • ›CRMs, clouds, AI/LLMs, social, payments — agnostic
  • ›Event-driven: webhooks, queues, idempotent retries
  • ›Debuggable when the upstream API changes (and it will)

AI Ad Studio

$10K studio ads for $500. In a couple hours.

  • ›Empty venue → photographed scene → director-quality video
  • ›Real composition, not generic generative slop
  • ›Per-spot cost a fraction of an agency

Fractional CTO

An engineer who can also talk to your board.

  • ›Architecture review, hiring, vendor selection
  • ›Roadmap → execution → measurement
  • ›Comfortable with founders, ICs, and Fortune 500s
Explore all services →
How we work

Three engagement shapes

Sprint

2 – 40 hrs

A specific thing that needs to ship this week. Reports, scrapers, integrations, ML proof-of-concepts.

  • ›Reporting fix
  • ›Single integration
  • ›PoC model
  • ›Audit + plan

Project

40 – 400 hrs

A real deliverable with a deadline. Net-new app, full pipeline, dashboards, or a feature your team can’t schedule.

  • ›MVP web app
  • ›ML pipeline
  • ›Reporting overhaul
  • ›Ad studio rollout

Fractional CTO

ongoing

Strategic + hands-on. Architecture, hiring, vendor selection, and the parts no one else can ship.

  • ›Roadmap
  • ›Hiring loop
  • ›Vendor & cloud
  • ›Board updates
Stack-agnostic

Comfortable everywhere it matters

Cloud, database, language, framework, BI tool — pick what fits the problem. No religious wars, just shipped systems.

Clouds
GCP · AWS · Azure · Hetzner · Vercel
Databases
Postgres · BigQuery · Snowflake · Mongo · Redis
Languages
Python · TypeScript · Go · Rust · SQL
BI
Power BI · Tableau · Looker · custom

Got something breaking?

Fifteen minutes. By the end you'll have a recommended approach, a rough estimate, and a timeline.

Book 15 minutes →See the work