Looking for a job

Cavan Chan

@cavanchan

Senior AI/ML Engineer at Code Red Digital Solutions building AI-enabled applications, LLM workflows, and backend services.

United States

Message

At Code Red Digital Solutions, I co-founded a software consultancy delivering AI-enabled applications, backend services, and data pipelines. I contributed to LLM training and evaluation projects for Snorkel AI via HireArt, creating training data for the Wholesale Trade sector.

I build AI features with Python, FastAPI, LLM APIs, and vector database results, and work across development, testing, deployment, and production support. My background includes software engineering and QA across FinTech, identity verification, and fraud detection.

At Airwallex, I led the design and development of backend services and APIs for identity verification, fraud detection, and financial risk assessment. Earlier, as Senior Product Manager at Fair-Klima Capital, I created product roadmaps and coordinated delivery across three teams.

Experience

Work history, roles, and key accomplishments

Current

Co-Founder & Senior AI/ML Engineer

Current

Code Red Digital Solutions

Oct 2023 - Present (3 years 1 month)

Co-founded a software consultancy delivering AI-enabled applications, backend services, and data pipelines for numerous clients. Contributed to LLM training and evaluation projects for Snorkel AI, and built AI features using Python, FastAPI, and LLM APIs.

Python fastAPI LLM APIs Vector Databases Machine Learning Data Pipelines Backend Services REST APIs Cloud Computing AWS Azure GCP Docker Kubernetes CI CD

Current

Managing Partner

Current

Red Rock Properties

Sep 2017 - Present (9 years 2 months)

Managed property acquisitions in Tennessee and Nevada, converted properties to short-term rentals, and oversaw a property management team.

Property Management Short Term Rentals Real Estate

Lead Software Engineer

Airwallex

Jul 2018 - Jun 2021 (2 years 11 months)

Led the design and development of backend services and APIs for identity verification, fraud detection, and financial risk assessment. Integrated machine learning models and risk-scoring capabilities into production services and data pipelines.

Backend Development API Design Identity Verification Fraud Detection Financial Risk Assessment Machine Learning Data Pipelines Cloud Computing AWS Azure GCP Docker Kubernetes CI CD

Senior Product Manager

Fair-Klima Capital

Aug 2013 - Aug 2016 (3 years)

Led a cross-functional team of 30 to develop P2P lending platforms, mobile apps, and mobile games. Implemented Agile practices, created product roadmaps, and drove data-driven improvements in traffic and user engagement.