May 2025 – Present
Research Assistant
Vector Institute & University Health Network — WangLab
AI engineer · medical foundation-model researcher
Shuolin
(Leo) Yin
Toronto, Canada 43.6532° N · 79.3832° W
I build intelligent systems from research question to dependable product—across foundation models, multimodal AI, and autonomous agents.
ExperienceExperience
Research depth.
Product velocity.
Toronto, ON
Mar 2025 – Jan 2026
Lead ML & Full-Stack Engineer
Medical3.ai
May 2025 – Aug 2025
AI & Full-Stack Engineer, Founding Team
Lumi AI
Feb 2024 – Sep 2024
AI Research Assistant
Chinese Academy of Sciences — Institute of Automation
Jun 2022 – Sep 2024
President / Founder
VolunTrack Org.
Research
Clinical signal,
measured carefully.
First Author · 2025
From Concept to Code: A General Framework for Building a Medical Vision-Language Model
MICCAI Educational ChallengeTop 5
First Author · 2026
Autonomous Discovery of Multiple Instance Learning Architectures by Language Model Agents
Nature Biomedical EngineeringIn Preparation
First Author · 2026
Adapting Pathology Foundation Models for Prediction of Homologous Recombination Deficiency Status in High-Grade Serous Carcinomas Using Whole-Slide Images
International Journal of Gynecological CancerIn Preparation
Co-author · 2026
Self-Configuring Multi-Task Learning for Joint 3D Biomedical Image Segmentation and Classification
Medical Image AnalysisUnder Review
Co-author · 2026
Benchmarking and Adapting On-Device Large Language Models for Clinical Decision Support
Nature CommunicationsUnder Review
Presenter · 2025
Pathology-Native Self-Supervision at Scale: DINOv3 for Cancer Foundation Models
NeurIPS SLCPFM CompetitionPresented
Organizer · 2025
FLARE — Fast, Low-resource, Accurate, Robust, and Effectual Medical Image Analysis Challenge
MICCAIOrganizer
Writing
Notes from
the work.
August 14, 2026 · 14 min read
Building a room that behaves like an interface
A practical Blender-to-Three.js workflow for turning a composed 3D scene into a precise, expressive, and genuinely interactive website.
- Blender
- Three.js
- Interaction design
August 12, 2026 · 8 min read
The half-life of an agent skill
The skills that patch today’s model weaknesses decay. The ones that carry context no model could know become durable infrastructure.
- Agent skills
- LLMs
- Context engineering
Selected work
Systems built for
the real world.
Lead Engineer · Mar 2025
Echo – AI-Powered Sustainable Fashion Marketplace
Won 1st place in Canada and 2nd globally at BCG & Global Spark Hack the Globe, building an AI marketplace inside a 48-hour window.
- React Native
- YOLOv11
- RAG / LangChain
- GCP Cloud Run
AI & Full Stack Engineer · Apr 2024 – Jun 2024
EZ-Career – Autonomous AI Job Application Agent
Designed a multi-agent system on the OpenAI Agents SDK using an Agent-as-Tool architecture to orchestrate end-to-end job-application automation.
- OpenAI Agents SDK
- MCP
- RAG
- Supabase
Project Lead / Co-Founder · Jun 2023 – May 2024
YiXing – AI-Driven Personalized Travel Planner
Led development of an AI travel planner using fine-tuned GPT models with LangChain-powered RAG for personalized itineraries.
- React Native
- LangChain
- AWS Lambda
- GPT Fine-tuning
Project Lead · Sep 2024
ReassurED – LLM-Powered Emergency Care Navigator
Led a 24-hour hackathon build of a cross-platform emergency healthcare app using React Native (Expo) with real-time Firestore hospital data.
- React Native
- FastAPI
- Few-shot Learning
- Deepseek-v3