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. Designed and deployed the full-stack platform on OpenStack Arbutus: Next.js + FastAPI + Postgres + NATS job queue to a vGPU worker (YOLOv8, ByteTrack, DINOv3), with a live demo at https://cow-app.tail1c5b2c.ts.net/. 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, Next.js, FastAPI, PostgreSQL, NATS, YOLOv8, ByteTrack, DINOv3, Computer Vision, MLOps, Docker, OpenStack, CI/CD, LLM workflows, RAG, Agent orchestration, GitHub

Blue Rabbit Group Ltd. · Hong Kong / India

Joined as the first software engineer and shipped the Series A MVP end to end. 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 the product using Django and React on GCP for 50+ clients, including order placement and client dashboards with sub-second median response times for positions, risk, and market views; integrated DBS Bank APIs. Designed AI agents with human review gates that automated analyst research and asset risk scoring, cutting analyst workflow time by roughly 70% without added headcount. Drove the migration from monolith to microservices (Next.js, NeonDB, Inngest, Clerk on Railway), automated monthly personalized reports for 50+ clients, 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, NeonDB, Microservices, REST APIs, GCP, PostHog, LLM, Slack Bots, Inngest, Clerk auth, Railway

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

Led onsite client-facing delivery for Oracle Banking Digital Experience (OBDX) in Hong Kong across fraud detection, FX dashboards, payments, QR gateway, and open banking; promoted to Staff Consultant within a year. Built multi-tenant open banking and access management capabilities that reduced partner onboarding effort by approximately 40% compared with the prior process. Translated customer requirements into workable PRDs and production code; gated changes on POCs plus re-signed PRDs rather than closing tickets as working as designed. 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