Accelerate Intelligence
Optimize Performance
AI-powered compiler optimization and system-level performance engineering for next-generation compute.
Engineering Performance for the Age of AI
At perfai, we fuse intelligent algorithms with high-efficiency hardware — optimizing every watt, cycle, and byte.
AI Performance Engineering
Intelligent optimization for next-generation computing systems
Hardware–Software Co-design
Seamless integration across the full stack
Cross-Architecture Optimization
From CPUs to GPUs to RISC-V and beyond
Why Choose perfai
We deliver measurable results through cutting-edge technology and proven expertise.
Domain Expertise
Deep experience across AI, embedded, HPC, and edge systems.
Data-Driven Insights
Profiling and analytics guide compiler and toolchain optimization.
Cross-Platform Optimization
Performance improvements across CPUs, GPUs, FPGAs, and custom accelerators.
Faster Time-to-Market
Streamlined workflows, automated tuning, and pre-verified toolchains.
Integration Flow
Streamlined AI-driven performance optimization pipeline
Context Capture
Collect system state
MCP Translation
Convert to profiles
Profiling Engine
Analyze performance
Feedback Loop
Continuous optimization
Vision & Mission
Driving performance with intelligence and purpose
Our Vision
"To make AI not just perform — but perform with purpose."
We envision intelligent compute ecosystems that self-optimize across architectures and workloads — where AI adapts seamlessly to infrastructure, optimizing every watt, cycle, and byte for sustainable performance.
Our Mission
Advanced Profiling
GNN-based performance analysis for deep system insights and adaptive learning.
Cross-Platform Optimization
Unified performance across CPUs, GPUs, and emerging architectures for seamless deployment.
Energy-Aware Engineering
Sustainable AI through intelligent power optimization and real-time efficiency tuning.
AI-Driven Automation
Intelligent workflows that continuously learn and adapt over time for autonomous performance improvement.
Our Solutions
Comprehensive performance engineering for modern AI systems
Compiler & Toolchain Optimization
Optimizing HLS/DSL compilers and toolchains through AI-driven tuning and feedback.
Multi-Context Profiling
Dynamic performance profiling with GNN-driven adaptation and real-time feedback.
360° AI Performance Insight
Real-time RCA, energy awareness, and adaptive optimization
Real-time RCA
Energy Aware
Adaptive
System Insights
Our Products
Cutting-edge tools for next-generation AI performance
perfai Compiler Suite
Optimize HLS/DSL compilers and toolchains through AI-driven tuning, automated code generation, and intelligent feedback loops.
perfai MCP Profiler
Dynamic performance profiling with GNN-driven adaptation, real-time analytics, and cross-platform insights.
Meet Our Team
Transforming ideas into high-performance solutions
CEO & Co-Founder
CTO & Co-Founder
Head of AI Research
Lead Performance Engineer
Join Us
Interested candidates are encouraged to submit their resumes and cover letters to hr@perfai.com. Please include the position title in the subject line of your email.
System Performance Engineer
Full-time
Systems / Performance Engineering / R&D
Responsible for analyzing, measuring, and optimizing the performance of complex hardware–software systems. Includes profiling, identifying bottlenecks, and developing tools to improve throughput, latency, and scalability.
Required Skills:
Click to view details