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.
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- Analytics
- AI/ML
- Engineering
EDA DataSet API
Enterprise API delivering governed manufacturing datasets to analytics teams across CertainTeed (through Oct 2025).
EDA Explorer App
Modern interface enabling engineers to visualize, compare, and govern plant data on demand.
Voice of the Customer Intelligence
Case study coming soon
Natural language processing pipeline using Hugging Face Transformers to surface actionable customer insights.
Generative AI Chatbots
Retrieval-augmented assistants for HR and Finance that democratize access to policies, SOPs, and analytics.
Low-Frequency Ultrasound ML
Real-time grinding wheel classification that improves production quality and reduces downtime.
Shaped Grain Manufacturing
Case study coming soon
Scaled an advanced abrasives forming process from concept to continuous production through analytics and automation.
Automated Cell Culture Monitoring
Case study coming soon
Machine learning system measuring life sciences culture bags end-to-end to classify health and performance trends.
GaN Wafer Process Optimization
Case study coming soon
Eliminated polishing, automated data handling, and secured patent EP3231006B1 for off-angle GaN substrates.
SOFC Technology Transfer
Case study coming soon
Transitioned solid oxide fuel cell substrates to manufacturing, qualifying pilot volumes for Bloom Energy.