Multi-model AI integration — OpenAI, Anthropic Claude, and DeepSeek APIs connected to your web application.
I work across modern and traditional stacks so your AI integration can be built without forcing a full rewrite when the original idea is still solid.
Backend logic, server routes, request handling, and production security fixes.
Database repair, query troubleshooting, relational data integrity, and table optimization.
Frontend behavior fixes, broken UI logic, async flows, and runtime debugging.
Safer app logic and refactoring for AI-generated frontends that have drifted from working behavior.
Automation scripts, API repair, data processing, and backend debugging support.
OpenAI, ChatGPT, Google Gemini, Claude APIs, and custom AI-powered workflows.
Each business has its own workflow, data, and constraints, so I begin by understanding what is already working, what must be automated, and what must be preserved.
Feedback from previous work highlights the value of clear communication, reliable technical delivery, and careful engineering under pressure.
Inbox me now — it's free to talk. I can review what AI can do for your workflow, explain the likely approach, and tell you the fastest safe path to automation.
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