Systems I built. Still running. Click any of them.
Case studies in the honest format: what was hard, what I built, what it does now — every day, unattended.
Full transparency: these are my own products, not client work — I'm early in taking on clients, which is why my prices are a fraction of the agencies quoting $10k+. The upside for you: every claim below is verifiable by clicking the link, and the same person who built these builds yours.
Stock research platform — 5,000+ pages of market data
Challenge
Publish research-grade data on 500+ stocks — prices, fundamentals, historical returns, congressional trading — and keep every page current daily, with zero staff.
Solution
- Automated pipeline: market data ingested, validated, and merged from multiple public sources every morning
- 5,000+ pages regenerated and redeployed from fresh data, unattended
- Automated social distribution: content queued, formatted, and posted daily without a human
Outcomes
5,000+
pages rebuilt daily
Consumer contest aggregator — built for a real user in her 70s
Challenge
Find, verify, and publish legitimate sweepstakes daily from a firehose of junk — end dates, entry rules, and eligibility extracted from unstructured pages — for an audience that needs it simple.
Solution
- Nightly discovery job crawls sources, filters spam and expired contests
- AI extraction reads each contest page: prize, deadline, entry method, eligibility — into structured listings
- Site rebuilds and deploys itself at 3 AM; a backlog of ~1,900 contests drains automatically at 60/night
Outcomes
~50/night
new contests processed, zero touch
300+
live verified listings
3 AM
daily run, nobody awake
Collectibles price platform — web + iOS app + AI assistant
Challenge
Track market prices for 84,000+ collectible cards across grading tiers, serve them to a website and a native iOS app, and answer collectors' questions — with one person operating everything.
Solution
- Daily pricing pipeline ingests the full market catalog and syncs local → production automatically
- An AI research assistant ("Oracle") answers user questions with live database lookups and web search
- Automated email drips, price alerts, and weekly recaps run themselves on schedules
Outcomes
84,000+
products re-priced daily
paying
subscribers + App Store app
1
operator (nights & weekends)
Congressional stock-trade tracker — data product + social bots
Challenge
Turn raw government disclosure filings into a readable, always-current tracker of what Congress trades — with computed track records — and market it, all without daily labor.
Solution
- Ingestion pipeline parses official filings, deduplicates identities, computes per-politician performance vs the S&P
- 770+ pages regenerate on every data refresh, several times a day
- Social bots write and publish data-driven posts on schedule — content marketing with no marketer
Outcomes
770+
pages, always current
3×/day
automated refresh + posts
Your business could be case study #5.
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