At C3 AI, I architect industrial predictive-maintenance workflows that connect governed asset data to model outputs. I also developed early-warning models for asset reliability planning, evaluating PyTorch sequence models alongside scikit-learn baselines.
I introduced grounded RAG for technical investigations, connecting C3 Generative AI, LlamaIndex, and Azure AI Search. I improved retrieval of fragmented maintenance records with embeddings, hybrid search, and semantic reranking.
At Tredence Inc, I developed retail demand-forecasting models and customer segmentation and purchase-propensity models. Earlier, at BlueLabel, I developed image-discovery and OCR capabilities for mobile products.
