Industry Experience.
Applied AI Engineering roles
Applied AI R&D and Production Engineering. We build research-depth, production-grade B2B AI solutions for the Fortune 500.
- Own solution architecture and technical pre-sales: leading discovery, scoping system designs, and converting them into signed engagements and delivery plans
Keywords
Agentic AISolution ArchitectureLLMsPythonCloud Infrastructure
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
Keywords
LLM-as-JudgeForecastingPythonData VisualizationGenAI
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
Keywords
Object DetectionActivity RecognitionSynthetic DataComputer VisionPython
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
Keywords
Knowledge DistillationTensorRTRecommender SystemsEdge AICloud