Portfolio
Selected programs, products, and research initiatives that showcase the intersection of applied AI/systems, statistics, and manufacturing excellence. Open any card to review the full case study or project summary.
- All
- Analytics
- AI/ML
- Engineering
EDA DataSet API
16+ hrs/week saved
Enterprise API delivering governed manufacturing datasets to analytics teams across CertainTeed. Reduced data wrangling from days to minutes.
EDA Explorer App
Self-serve data access
Modern interface enabling engineers to visualize, compare, and govern plant data on demand. Democratized analytics across 50+ facilities.
JMP Expert System
RAG-powered knowledge retrieval
JMP-focused expert system for statistical analysis, JSL scripting, and production-ready app delivery. Live on the apps subdomain.
Voice of the Customer Intelligence
NLP insights at scale
Natural language processing pipeline using Hugging Face Transformers to surface actionable customer insights from unstructured feedback.
Generative AI Chatbots
Enterprise knowledge access
Retrieval-augmented assistants for HR and Finance that democratize access to policies, SOPs, and analytics. Reduced support tickets by 40%.
Low-Frequency Ultrasound ML
>10% yield improvement
Real-time grinding wheel classification using acoustic sensor data and machine learning. Deployed across multiple plants for quality-focused production control.
Shaped Grain Manufacturing
Concept → continuous production
Scaled an advanced abrasives forming process from concept to continuous production through analytics, automation, and process engineering discipline.
Automated Cell Culture Monitoring
ML-powered bioprocess control
Machine learning system measuring life sciences culture bags end-to-end to classify health and performance trends.
GaN Wafer Process Optimization
Patent EP3231006B1
Eliminated polishing, automated data handling, and secured patent for off-angle GaN substrates used in advanced semiconductor devices.
SOFC Technology Transfer
Pilot volume qualified
Transitioned solid oxide fuel cell substrates to manufacturing, qualifying pilot volumes for Bloom Energy's next-generation fuel cells.