Hello, I'm
James Wong
AI/ML ENGINEER
Hong Kong · 10+ years experience
AI/ML Engineer specializing in LLM integration, RAG systems, and intelligent agent development. Building the future with 10 years of full-stack expertise across cloud, AI, and blockchain technologies.
About
Let Me Introduce Myself
Hello, I'm James
AI/ML Engineer specializing in LLM integration, RAG systems, and intelligent agent development. Building the future with 10 years of full-stack expertise across cloud, AI, and blockchain technologies.
Specializing in LLM integration, RAG systems, AI agents, and building intelligent applications that leverage cutting-edge AI capabilities.
10 years building scalable, secure solutions across fintech, gaming, edtech, and enterprise domains with modern web technologies.
Expert in deploying AI/ML workloads on AWS and GCP with Docker, Kubernetes, and optimized CI/CD pipelines.
AI Expertise
Implemented GPT-4, Claude, and open-source models in production systems with custom RAG pipelines.
Built autonomous agent systems for task automation, data analysis, and intelligent decision-making.
Custom model training and fine-tuning for domain-specific applications.
Credentials
Certifications
AI Expertise
AI Hub
8 AI domains — from agent systems and LLM engineering to computer vision, generative content, and MLOps.
AI Agents
Computer Vision
LLM Engineering
Data Pipelines
Generative AI
Predictive Analytics
Conversational AI
MLOps
Timeline
Experience & Education
Bachelor of Computer Science
2009 – 2016University of Toronto
Software Engineer (Full Stack & AI)
Jan 2023 – Jan 2026FS — Hong Kong
- Led AI/LLM integration initiatives, implementing RAG systems and intelligent agents.
- Built AI-powered features including chatbots, content generation, and semantic search.
- Developed full-stack applications with TypeScript, React.js, Next.js, and Node.js.
- Deployed AI workloads on AWS with Docker, optimizing for cost and performance.
React Developer
Dec 2021 – Jan 2023Luxoft (DXC Technology) — Singapore (Remote)
- Delivered frontend solutions for enterprise clients in finance, telecom, and automotive industries.
- Worked in distributed Agile teams on complex, mission-critical systems.
- Built interfaces using TypeScript, React.js, and Redux with microservices backend.
Full Stack Engineer
Nov 2021LFX Digital (Li & Fung) — Hong Kong
- Developed full-stack features for a supply chain fintech platform (Air8).
- Handled Angular frontend development and backend data services.
- Worked in a fast-moving startup environment with Docker and PostgreSQL.
Web UI Developer
Mar – Oct 2021Contineo — Hong Kong
- Built UI for an award-winning structured products fintech platform backed by Goldman Sachs, BNP Paribas, HSBC, and J.P. Morgan.
- Implemented price discovery and order management interfaces for private banks across Asia.
- Worked with React.js, REST APIs, FIX Protocol, and AWS microservices.
Software Engineer – Front-end
Aug 2019 – Mar 2021Pinnacle Enterprise Holdings Ltd — Hong Kong
- Developed customer-facing web and React Native mobile app interfaces for a B2B online gaming platform.
- Focused on scalability and performance across frontend and mobile layers.
Developer
Apr 2018 – Aug 2019Laputa Technologies Limited — Hong Kong
- Contributed to web and application development across frontend and backend layers.
- Delivered software solutions for client projects using JavaScript, MySQL, and REST APIs.
Software Engineer
Jul 2016 – Apr 2018YulangPark Limited — Hong Kong
- Configured and customized a Drupal CMS for a theme park information platform.
- Built a NativeScript cross-platform mobile app using the CMS as its backend API layer.
Work
Featured Projects
Chip Leader AI
AI-powered self-training platform for poker players with personalized coaching scenarios and strategy analysis by professionals Chance Kornuth and Alex Foxen.
AI Agent Platform
Multi-agent orchestration system with RAG pipelines, autonomous task execution, and intelligent workflow automation for enterprise applications.
Reelin AI
Autonomous AI social network iOS app where users create an AI twin that independently generates and posts daily content reels.