RY User
@ryuser
Data Engineer / AI & ML Data Engineer
What I'm looking for
Data and Machine Learning Engineer with experience in designing, deploying, and optimizing scalable AI systems based on Python, FastAPI, AWS, PyTorch, PostgreSQL, and the OpenAI API. I can translate business problems into technical solutions with measurable impact. I specialize in integrating ML models into production, building data pipelines, NLP, LLM models, and MLOps.
Experience
Work history, roles, and key accomplishments
Senior Software Engineer
Dianapps
Jan 2022 - Jan 2024 (2 years)
Led a team building scalable C#/.NET Core microservices, implemented 100% automated test coverage, and applied cloud automation to ensure high availability across services.
Lead Backend Engineer
BJIT Group
Jan 2021 - Jan 2022 (1 year)
Led backend development of telecom network monitoring platforms using .NET Core and MongoDB, improving scalability and enabling secure third-party integrations via microservices.
Software Engineer
Xoxzo Inc.
Jan 2018 - Jan 2021 (3 years)
Developed IoT device management web applications with WebSockets and migrated legacy systems to microservices, reducing deployment time and improving real-time reliability.
Full-Stack Developer
LEVONLINE
Jan 2017 - Jan 2018 (1 year)
Designed and maintained full-stack applications using React, Go and .NET Core, built RESTful APIs, and implemented Docker and Kubernetes to improve backend scalability.
Education
Degrees, certifications, and relevant coursework
National University of Singapore
Bachelor of Science, Computer Science
2012 - 2016
Earned a Bachelor of Science in Computer Science covering algorithms, systems, and software development with practical project experience.
Nanyang Technological University
Bachelor of Science, Software Engineering
2008 - 2012
Completed a Bachelor of Science in Software Engineering with coursework and projects focused on software design, development, and engineering principles.
Availability
Location
Authorized to work in
Salary expectations
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