Work
05
2026Cutting six of seven steps made photos 50% cheaper and leasing 9% faster
An automated research loop showed my seven-step photo pipeline was obsolete. Collapsing it to one generative pass held quality at 50% lower cost, and made room for tenant item removal and virtual staging.
50% Lower cost per enhanced photo
- AI/LLM
- Cost
2025A deterministic AI pipeline for real-estate photos
Chose a deterministic pipeline over a single generative pass, so every enhancement is reproducible and nothing ships distorted.
Cost parity Matched the incumbent vendor, in-house
- AI/LLM
- Pipeline
2024Vision for an all-in-one rental platform
Made the case for the platform bet, then shipped it: one product became seven, and margin per user tripled.
1→7 Products in the suite
- Strategy
- 0→1
2024Smarter payouts: training a predictive model
Predicted which payouts would fail before they did, so fewer transactions bounced.
35% More payouts delivered within two days
- ML
- Payments
2024A unique product-led growth strategy
Bet on partnerships over paid acquisition; it became the largest and highest-margin lead source in company history.
#1 Growth channel by new users and units
- Growth
- Partnerships