AI Integration for Tech-Forward Businesses
Your team has tried ChatGPT. Now what?
You've seen what LLMs can do in a demo. But turning that into something reliable in production — something your team actually uses and trusts — is a different problem. It's not about the model. It's about the integration: error handling, latency, cost control, prompt management, and fitting it into your existing workflows.
I build that bridge. I work directly with your engineering team to ship AI features that work in production, not just in a notebook.
Ship AI Features in Your Product
Semantic search, content generation, intelligent tagging, summarization. I integrate OpenAI, Anthropic, or open-source models directly into your application — with proper error handling, caching, and cost controls so you're not burning cash on every API call.
Get Your Team Up to Speed
Your developers want to build with AI, but they're not sure where to start. I run hands-on sessions on prompt engineering, AI coding workflows (Cursor, Copilot), and integrating LLMs into your development environment. Your team ships faster after I leave.
Automate the Work That Slows You Down
Data cleaning, format translation, test generation, content categorization. I build backend pipelines that handle the messy, logic-heavy work that traditional code struggles with — so your team can focus on what actually moves the needle.
Build Internal Tools That Make Your Team Faster
Slack bots that query your production databases with natural language. Automated code-review assistants. Custom utilities that turn hours of manual work into a single command. I build the scaffolding your team needs to move faster.
How We Work Together
I'm an independent consultant with over a decade of software experience. I'm honest, direct, and I work lean — no agency overhead, no middle management, no handoffs to junior staff. I'm flexible across teams and problem spaces — whether that's upskilling engineers, refactoring legacy code, or building something new. Whatever needs doing, I strive to provide real value.
Projects & Demos
ScoreTuner
Operators correct AI scores with plain English. The system learns from feedback and rewrites its own scoring instructions — no code changes needed.
View ProjectMixLLMProxy
OpenAI-compatible proxy — route by alias to any LLM provider, track token usage, and cap costs with per-provider rate limits. All logged to PostgreSQL with a built-in UI.
View Project