Jade Blue
@jadeblue
Senior software engineer building full-stack AI/ML systems for scalable, real-time experiences.
CanadaWhat I'm looking for
I’m a Senior Software Engineer with 10 years of experience building full-stack and AI/ML systems for scalable, consumer-facing applications. I focus on end-to-end delivery across frontend, backend, search, and real-time ML infrastructure—turning complex ideas into production-ready capabilities.
Most recently, I engineered large-scale discovery systems for Uber Eats, combining homefeed recommendations and semantic search at massive scale. I’ve built real-time personalization pipelines that reduced feature freshness from 24h+ to seconds, designed Java Spring Boot + REST/gRPC backend APIs, and optimized ML inference workflows (PyTorch, ONNX, TensorRT, vLLM) to eliminate cold-start delays. I also refine retrieval and ranking with ANN (HNSW), Lucene-based search, and RAG patterns—integrating contextual ranking pipelines and orchestrating agent-style flows.
Experience
Work history, roles, and key accomplishments
Architected large-scale discovery, personalization, and semantic search systems for the Uber Eats Discovery Platform. Built real-time personalization pipelines and backend APIs, and optimized ML inference and retrieval/ranking performance for consumer-facing feed experiences.
Built AI-driven personal banking features that transformed transaction data into proactive insights for a regulated environment. Delivered NOMI Insights capabilities, designed backend systems and data pipelines, and supported mobile integrations with privacy-by-design aligned with banking regulations.
Developed mobile-first fintech onboarding systems to simplify account creation and drive customer acquisition. Built onboarding and account-expansion features and streamlined paperless workflows using React Native, while integrating frontend with backend services for onboarding and lifecycle management.
Education
Degrees, certifications, and relevant coursework
University of Toronto
Bachelor's degree, Computer Science and banking
2012 - 2016
Bachelor's degree in Computer Science and banking from the University of Toronto (2012–2016).
Tech stack
Software and tools used professionally
Availability
Location
CanadaAuthorized to work in
Job categories
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