AI-Integrated Automation Services
Automation services for PDF/text extraction into structured JSON with validation, deterministic post-processing, and fallback paths.
Problem: Product teams needed dependable AI workflow automation without brittle prompts or costly retry loops.
Tech stack: Python, FastAPI, Docker, Ollama
Outcome: Implemented FastAPI-based automation services with deterministic validation, reduced extraction errors, and stable Docker deployment patterns.