Open to opportunities

Richard Lee

@richardlee1

Message

High-skilled Senior Engineer specializing in AI/ML and Data Engineering.

United States

Message

What I'm looking for

I am looking for opportunities that foster innovation, collaboration, and growth in AI and software engineering.

I am a high-skilled Senior Engineer with over 12 years of experience in Software Engineering, specializing in AI/ML, Data Engineering, and scalable system design. My expertise lies in building robust platforms, optimizing data pipelines, and deploying production-grade machine learning models. I am passionate about innovation and technical leadership, consistently delivering high-impact solutions.

In my current role as an AI/ML Team Lead at Innos, I have successfully led the architecture and implementation of full-stack LLM systems, designed scalable RAG systems, and developed multimodal agents capable of interpreting various data formats. My experience also includes advising executives on generative AI roadmaps and integrating AI solutions into enterprise workflows, showcasing my ability to drive AI transformation across industries.

Experience

Work history, roles, and key accomplishments

Current

AI/ML Team Lead

Current

INNOS

Jan 2023 - Present (2 years 4 months)

Led the architecture and implementation of full-stack LLM systems, including chatbots and multimodal reasoning, to support enterprise AI transformation. Developed scalable RAG systems and integrated AI copilots into workflows, optimizing backend processes and enhancing document intelligence systems.

LLM PostgreSQL AWS Azure Docker Terraform

Machine Learning Engineer

Slalom

Jan 2019 - Jan 2023 (4 years)

Engineered time-series forecasting models and developed CI/CD pipelines for ML model deployment. Led a cross-functional team to build hybrid cloud AI pipelines and designed federated learning frameworks for privacy-preserving model training.

Machine Learning CI CD Docker Kubernetes Apache Spark TensorFlow Prometheus Grafana Python AWS

FullStack Engineer

Aetherlogic Technologies

Jan 2013 - Jan 2019 (6 years)

Developed production-grade RESTful APIs and cloud-native data pipelines on AWS. Collaborated with data scientists to operationalize ML models and implemented robust monitoring and logging infrastructure for continuous ML model monitoring.

RESTful APIs AWS Flask Docker Kubernetes Apache Spark Python PostgreSQL

Backend Engineer

Hand Enterprise Solutions

Jul 2012 - Nov 2013 (1 year 4 months)

Collaborated with teams to build scalable backend services and enhance system stability. Developed backend services using Java and contributed to the ApsaraDB platform, focusing on replication and failover logic.

Java Spring MyBatis RESTful APIs Redis MySQL Python Shell Jenkins Apache Tomcat

Education

Degrees, certifications, and relevant coursework

Tsinghua University

Master of Science, Computer Science

2006 - 2012

Completed a Master of Science in Computer Science with a major in Artificial Intelligence, focusing on advanced topics in AI and its applications in various domains.