Projects
A selection of our work.
Work across AI/ML, automation, and custom software.
Some projects are summarized or anonymized due to client confidentiality.
ML/NLP + RAG
HS Classification Pipeline
- Problem
Classify products into HS codes with high accuracy and usable confidence.
- What we built
- LLM-based data augmentation
- A self-improving, retrieval-based classification system (RAG)
- Confidence scoring, with an "only trust above threshold" approach
- Runs fast locally, even on CPU, using open-source models
- Result
~95% overall accuracy, and 100% accuracy for predictions at ≥0.95 confidence.
Ops + integrations
Dealership Automations
- Problem
Manual, repetitive workflows across multiple tools.
- What we built
- Automations that connect systems and eliminate manual steps
- Integration with third-party tools, including platforms like Monday.com
- Result
Faster cycle times, fewer mistakes, and clearer operational visibility.
Small business
Luxury Restroom Rental Website
- Problem
Needed a clean customer-facing web presence to support lead flow.
- What we built
- A modern marketing website
- A maintainable setup for ongoing updates
Product
Wheelbase
- Problem
A dealership management SaaS product we develop in-house.
- What we built
- Real-world operational tooling for dealerships
Contact · A useful next step
Want a project like this?
Tell us what you do, your biggest bottleneck, and what success looks like in numbers. We'll reply and propose a metrics plan and scope.
contact@hime.ai