VINAY VALSON

University of British Columbia · Vancouver, Canada

Building computer vision and MLOps components for a cow lameness detection pipeline for segmentation of workflows, evaluation metrics, backend-frontend, infra setup, with containerized inference services on OpenStack for scalable workloads. TA for Cloud Computing: ran tutorials and office hours for 60+ graduate students on distributed systems and deployment topics, and coached 12 capstone teams through architecture and design reviews toward more production-ready cloud deliverables.

Python, Computer Vision, MLOps, Docker, OpenStack, CI/CD, LLM workflows, RAG, Agent orchestration, GitHub

Volentia Healthcare Translation · Vancouver, Canada

Built and launched a healthcare web application in two weeks, unifying translation request workflows for 40+ users across hospital staff, physicians, and research teams. Implemented CI/CD and cloud deployment pipelines, and supported translation/review workflow automation with human approval gates to improve release reliability and turnaround speed.

React, Next.js, REST APIs, CI/CD, AWS, GCP, Cursor, Claude, GitHub

Blue Rabbit Group Ltd. · Hong Kong / India

Built data pipelines, real-time analytics workflows, and AI-assisted automation for portfolio and trading operations, reducing manual risk review workload across investment workflows. Shipped a Series A MVP using Django and React, including order placement and client dashboards with sub-second median response times for positions, risk, and market views; integrated DBS Bank APIs. Instrumented product funnels and A/B experiments with PostHog, and orchestrated agent-style analytics/reporting workflows with validation steps before operational use.

Python, Django, React, Next.js, PostgreSQL, Microservices, REST APIs, PostHog, LLM, Slack Bots, Inngest, Clerk auth

Oracle Financial Services Software Limited · Bangalore, India / Hong Kong

Led onsite delivery for Oracle Banking Digital Experience (OBDX) in Hong Kong, shipping fraud detection and foreign exchange operations dashboards used in daily bank workflows. Built multi-tenant open banking and access management capabilities that reduced partner onboarding effort by approximately 40% compared with the prior process. Received Rising Star and Ever Ready awards; mentored and onboarded software engineers to the team.

Java, Eclipse, OJET, JPA-ORM, SQL, Oracle DB, SOAP/XML, OBDX, Apache FOP