chatbot accuracy
Experience snapshot
Chatbot & delay forecasting Product Intern, AI / ML.
Advanced AI/ML products from problem selection through deployment and measurement for site support and delay forecasting.
The context.
- Problem space
- Site support and production-delay forecasting required more reliable, measurable decision support.
- Responsibility
- Selected high-value problems and collaborated across the data-science process, product, and model delivery.
- Outcome
- Improved chatbot and delay-forecast accuracy while helping reduce quarterly expedite costs at million-dollar scale.
What I owned.
-
Selected problem spaces where improved prediction and support could create operational value.
-
Collaborated through the data-science process with model and product partners.
-
Supported deployment and measurement of chatbot and delay-forecasting outcomes.
The evidence.
delay-forecast accuracy
quarterly expedite-cost reduction
Product capabilities.
- 01Problem selection
- 02Data-science process
- 03Model and product collaboration
- 04Deployment
- 05Measurement
A note on confidentiality.
This experience involved internal and proprietary work. The overview focuses on my public-safe responsibilities, product decisions, and approved outcomes; confidential interfaces, implementation details, and company data are intentionally omitted.