Consulting
Expert guidance for your Go and Python projects
How We Can Help
Code Review & Architecture
Get expert review of your current code and architecture. I'll help clean up what AI-generated code left behind, participate in your code reviews and PRs, and ensure your team follows best practices.
Performance Optimization
AI tools write code fast, but rarely write it efficiently. I'll gather data to create effective benchmarks, identify problematic code (whether AI-generated or human), and optimize it for peak performance. At one client, we reduced packet processing time to 4 microseconds—making their system fast enough to meet demanding production requirements.
System Design
AI can generate components, but it struggles with architecture. I'll help you find the right patterns for your project, whether you're building from scratch or refactoring AI-assembled systems. The goal is a system that's easy to maintain, stable under load, and scalable as your business grows.
Mentoring
I'll mentor your team members to make them more efficient and confident developers. Good mentoring improves skills, boosts morale, and helps keep valuable employees at your company.
How We Work
Flexible engagement options: hourly consulting or ongoing retainer arrangements. All work can be done remotely or on-site based on your needs.
Real Results
Packet processing time achieved through optimization
Years of production experience
Remote or on-site delivery
When to Hire Us
Not sure if consulting is right for your situation? Here's when it makes sense:
✓ Your system is slow and you need it fast
Performance bottlenecks are hurting your product. You need someone who can profile, identify root causes, and fix them with data-driven optimization.
✓ You're scaling and the architecture is cracking
What worked for 100 users doesn't work for 10,000. You need architectural guidance to build systems that scale without breaking the bank.
✓ Your team needs expert oversight
Code reviews, architecture decisions, and best practices aren't luxuries—they're how you prevent expensive mistakes. You need experienced eyes on your work.
✓ You're drowning in AI-generated slop
Your codebase is full of AI-generated code that "works" but is unmaintainable, inefficient, or architecturally wrong. You need expert help separating the useful parts from the mess and refactoring toward solid engineering.
✓ You need expertise your team doesn't have
Go concurrency, Python performance, distributed systems—some problems need specialized knowledge. Hire expertise for the specific challenge rather than a full-time hire.