Practice
AI Infrastructure and Performance Engineering
Improve the speed, cost, and reliability of AI workloads.
Booking — Q4 2026
↘ What's included
01
Performance baseline
Latency, cost, and throughput as they stand.
02
Workload profiling
Bottlenecks in serving and infrastructure.
03
Serving optimization
Batching, caching, quantization where appropriate.
04
Verified comparison
Before/after measured — not promised early.
How it works
A typical engagement
Week 1–2
Baseline
Baseline current performance and cost.
Week 3–4
Profile
Profile bottlenecks and prioritize optimizations.
Week 5–6
Implement
Implement and validate agreed changes.
Week 7–8
Document
Document findings and operational recommendations.
Get in touch
Let's talk about what's next.
We answer within a working day. Most AI engineering engagements start once scope, data, and constraints are clear.