Service
Automation
Python, APIs, scraping, and workflow pipelines for the manual work nobody wants to do.
What if the manual work eating your team's week — the spreadsheet glue, the copy-paste between tools, the PDF you generate by hand 40 times a month — just stopped being a thing?
This is the lane I work in most. The work spans Python scripts that run on a schedule, API integrations between tools that don't ship with native connectors, document pipelines that generate and route hundreds of files without anyone touching them, and scrapers that turn external data sources into clean inputs to your systems. The principle is the same in every project: identify the manual loop, codify it, instrument it so you can trust it, and then leave it running.
How it works
- 1Audit the manual workflow
- 2Design the automated pipeline
- 3Build, test, and instrument
- 4Deploy and monitor in production
Imagine…
- Manual work that ate hours per week now runs on its own
- Tools that wouldn't talk to each other now sync in seconds
- Documents generate and route themselves end to end
- External data lands in your systems clean, fresh, and on schedule
- Errors get logged and surfaced — no silent failures
- You stop being the bottleneck between two pieces of software
Technologies used
Could this be you?
- Your team copies data between two tools that "almost" talk to each other
- You generate documents (contracts, reports, statements) by hand at volume
- You scrape data manually from a website that doesn't have an API
- You've outgrown Zapier but don't want to hire a full-time engineer
- You need a workflow to run reliably, not just when someone remembers to kick it off
Related projects
Will It Flow
Live rental-analysis SaaS. Real-time cash-flow engine with Freddie Mac rates, rent comps, and programmatic SEO across thousands of pages.
→ Live product · paying users
View details →WhatConverts → Salesforce Lead Flow
End-to-end click-to-CRM pipeline with AI-enriched lead routing via Zapier, landing enriched leads in Salesforce in under 30 seconds.
→ Lead capture under 30 seconds, fully automated
View details →DocuSign Automation System
Automated document creation and processing system for enterprise-volume e-signature workflows.
→ Enterprise-volume document automation
View details →Ready to scope this out?
Book a 15-minute call. Describe the problem, I'll map out what the engagement looks like — timeline, approach, and whether it's a fit.
1. You describe the problem
What's broken, what's manual, or what you want built.
2. I scope the work
Timeline, approach, and whether I'm the right fit.
3. You decide
No pressure, no follow-up spam. If it's not a fit, I'll say so.