Case Studies
Work that ships results
From cutting AI costs by 92% to processing 50+ camera streams in real-time. Here's what production looks like.
92%
Cost Reduction
ai 3 Weeks
How I Cut AI Infrastructure Costs by 90%
From $60k/month to $4.8k/month (While Improving Latency)
92% Cost Reduction
$55,550 Monthly Savings
400ms faster Latency Improvement
50+ concurrent streams Scale
ai Featured
AI Retail Security System
Real-time Threat Detection Across 50+ Cameras
PythonTensorFlowOpenCV +4
50% Turn Reduction
ai Featured
Optimizing LLM Agents for Kenya's Job Seekers
50% Shorter AI Conversations + Full Swahili Support, Backed by an Evaluation Harness
PythonFastAPITypeScript +5
1M+ Documents
ai Featured
Semantic Search Implementation
Multilingual Vector Search for 1M+ Documents
PythonFastAPIPinecone +2
Patterns tested here saved clients $2M+ Client Value
architecture Featured
GrindProof: My Architecture Testing Lab
Where I Battle-Test Solutions Before Client Deployment
Next.jsTypeScripttRPC +3
5 Engineers Coached
ai
Team Enablement & AI Delivery Coaching
Embedded leadership that unblocked an internal team in five weeks
Next.jsFastAPIPostgreSQL +3
$0 vs $5k/month AI service Cost
full-stack
When Postgres Beat Machine Learning
How a Database Optimization Solved an "AI Problem"
PostgreSQLSQLData Modeling
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