Proven expertise
Example Areas of Proven Expertise
Deep experience building and deploying high-performance AI systems across demanding production environments.
Latency-Critical Perception Systems
Real-time computer vision and sensor fusion systems with strict timing constraints for safety-critical applications.
Real-Time Decision Pipelines
Sub-100ms inference pipelines with optimized batching, scheduling, and memory management for high-throughput environments.
Large-Scale Distributed Training & Evaluation
Multi-node training infrastructure with comprehensive evaluation harnesses and automated regression testing.
Multi-Modal Model Deployment
Vision + language models deployed on GPU clusters with production-grade reliability and observability.
End-to-End Performance Optimization
Full-stack optimization from model architecture through quantization, graph compilation, and runtime tuning.