Your system is slow and your team can't figure out why. I can. Usually within the first 48 hours.

Performance optimization for B2B SaaS and AI platforms where latency, throughput, or infrastructure costs have become a business problem. Not a theoretical review. I find the bottleneck, prove it with data, fix it, and measure the result.

Most performance problems aren't where your team thinks they are. A slow API endpoint isn't always a database problem. A scaling wall isn't always an infrastructure problem. The diagnosis matters more than the fix, and misdiagnosis is expensive.

I've optimized systems handling millions of requests, reduced infrastructure costs by 40-60%, and turned 8-second page loads into sub-second responses. The patterns are consistent. The wins are measurable. Every optimization ships with before/after benchmarks so you can see exactly what changed.

11+ years across SaaS platforms, AI systems, real-time applications, and high-throughput infrastructure. 80+ clients. The performance problems I solve today are the ones I caused and fixed 10 years ago.

→ Application Performance • API response times, rendering pipeline, and data fetching • Backend processing pipelines and async workflow efficiency • Memory management, connection pooling, and resource utilization

→ Database Optimization • Query performance, indexing strategy, and execution plans • Connection pooling, read replicas, and schema optimization • Data archival strategy and table partitioning

→ Infrastructure & Cost Efficiency • Compute right-sizing and auto-scaling configuration • Infrastructure spend mapped to actual utilization • Environment optimization and resource consolidation

→ Caching & Load Distribution • Redis architecture, CDN strategy, and cache invalidation patterns • Load balancing, rate limiting, and queue architecture • Failover design and traffic spike handling

→ AI Workflow Performance • Model serving latency and inference optimization • Orchestration efficiency and batch processing • Vector database tuning and embedding pipeline speed

→ Monitoring & Observability • APM setup, custom dashboards, and performance baselines • Alerting thresholds and regression detection • Frontend performance: bundle size, Core Web Vitals

→ SaaS platforms where page load times are killing conversion → AI products where inference latency makes the UX unusable → Companies whose AWS bill doubled but traffic didn't → Teams hitting scaling walls they can't diagnose internally → Products preparing for a traffic spike, launch, or enterprise onboarding

Performance profiling and optimization across the full application layer.

• Node.js • PostgreSQL • Redis • AWS • Docker • Next.js • TypeScript • Datadog • New Relic • CloudWatch

11+ years. 80+ clients. Every optimization ships with before/after benchmarks.