Industry Experience.
Applied AI Engineering roles
Strategic Partnerships & Customer Success: applied AI R&D and production engineering for manufacturing, automotive, and construction clients. We build research-depth, production-grade B2B AI solutions for enterprises.
- Own solution architecture and technical pre-sales: lead client discovery, scope system designs, and convert them into signed engagements and delivery plans
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Technical Leadership & Solution Architecture: applied AI R&D and production engineering for manufacturing, automotive, and construction clients.
- Architected and shipped production agentic systems and AI infrastructure for enterprise clients
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Entertainment Analytics & AI: content performance forecasting and GenAI explainability for a major media organization.
- Enhanced content performance forecasting accuracy by up to 20% across critical business KPIs through strategic integration of multi-platform social media engagement signals
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Computer Vision & Manufacturing Intelligence: precision assembly verification and ergonomics assessment for Fortune 500 manufacturing clients.
- Designed and deployed precision assembly verification (Assembly Copilot) achieving 98% detection accuracy for clients including Schneider Electric, Carrier, and Honda, using state-of-the-art object detection and activity recognition
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Edge AI & Recommender Systems: model optimization for edge inference and a cloud-based recommendation engine.
- Implemented knowledge distillation and NVIDIA TensorRT optimization to achieve a 66% reduction in edge inference latency, within 1.5% of baseline accuracy
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