Projects
Detailed breakdowns of production ML systems, infrastructure, and applications I've built.
Pricing & Revenue
ML-based revenue optimization for vacation rentals
$175M+
Annual Revenue
1,240
Properties
67
Features
0.75
Model R²
Computer Vision
ML-powered image reranking with +172% CTR lift
+172%
CTR Lift
49.4M
Impressions
62%
Win Rate
8.4K+
Listings
ML Infrastructure
Company-wide ML foundation serving 589 datasets
589
Datasets Served
v0.1.18
Package Version
8+
Modules
488K+
LOC
LLM / GenAI
Self-serve analytics for 59 hospitality clients via OpenAI Agents SDK
59
Clients
4
Data Domains
$5B+
Revenue Data
ML Infrastructure
99.9% uptime across 966 DAG files
99.9%
Uptime
966
DAG Files
57
Commits
589
Client Datasets
Computer Vision
14% revenue per impression boost
14%
RPI Boost
1M+
Relationships
1,032,221
Similarity Records
Computer Vision
P@1 0.91 on noisy e-commerce catalogs
0.91
P@1
0.96
Recall
60%
Cost Reduction
120K+
Labels
Platform
WhatsApp-based enterprise support for 1,065 stores
1,065
Stores
81%
Adoption
11K
Tickets
362K+
Messages
LLM / GenAI
LoRA-based visual content for movie marketing
92%
Facial Similarity
75%
Time Saved