AI Integration That Makes Practical Sense
I integrate AI into existing business workflows where it makes practical sense. Not AI for the sake of AI — targeted automation that saves real time and money.
What I Do
- Document processing and data extraction
- Workflow automation with AI-driven decision making
- Image processing and computer vision
- Data analysis and automated reporting
- Custom integrations connecting AI to existing systems
Tech: LLMs (GPT-4, Claude, Llama), computer vision/OCR, NLP, Python, Rails/Node
Examples
Koi — AI-Powered Product Management
Integrated AI product description generation and automated background removal directly into the Koi ecommerce platform. Product setup time dropped from 15–20 minutes to 4–5 minutes per product, letting users scale their catalogs significantly faster.
News Corp — Journalism Data Processing
Built custom data analysis tools for journalists handling 20MB+ datasets and scanned PDFs. OCR, structured data extraction, and searchable web interfaces turned multi-hour manual processes into 15–20 minute workflows. The tools underpinned several award-winning investigative journalism projects.
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