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Hello! I am an AI/ML engineer with a Master’s in Artificial Intelligence from the National University of Singapore and 4 years of production engineering experience. I specialize in developing and deploying robust machine learning models (including LLMs and gradient boosting) and building scalable, real-time data pipelines. I am passionate about applying quantitative analysis and AI to develop adaptive trading strategies, and I aim to leverage Python and MQL5 to build a high-performance Expert Adviser for the MT5 platform.…Hello! I am an AI/ML engineer with a Master’s in Artificial Intelligence from the National University of Singapore and 4 years of production engineering experience. I specialize in developing and deploying robust machine learning models (including LLMs and gradient boosting) and building scalable, real-time data pipelines. I am passionate about applying quantitative analysis and AI to develop adaptive trading strategies, and I aim to leverage Python and MQL5 to build a high-performance Expert Adviser for the MT5 platform.

Wang Ganyi

AI Engineer, AI Developer, Data Scientist, +2

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Hello! I am an AI/ML engineer with a Master’s in Artificial Intelligence from the National University of Singapore and 4 years of production engineering experience. I specialize in developing and deploying robust machine learning models (including LLMs and gradient boosting) and building scalable, real-time data pipelines. I am passionate about applying quantitative analysis and AI to develop adaptive trading strategies, and I aim to leverage Python and MQL5 to build a high-performance Expert Adviser for the MT5 platform.…Hello! I am an AI/ML engineer with a Master’s in Artificial Intelligence from the National University of Singapore and 4 years of production engineering experience. I specialize in developing and deploying robust machine learning models (including LLMs and gradient boosting) and building scalable, real-time data pipelines. I am passionate about applying quantitative analysis and AI to develop adaptive trading strategies, and I aim to leverage Python and MQL5 to build a high-performance Expert Adviser for the MT5 platform.

Available to hire

Hello! I am an AI/ML engineer with a Master’s in Artificial Intelligence from the National University of Singapore and 4 years of production engineering experience. I specialize in developing and deploying robust machine learning models (including LLMs and gradient boosting) and building scalable, real-time data pipelines.

I am passionate about applying quantitative analysis and AI to develop adaptive trading strategies, and I aim to leverage Python and MQL5 to build a high-performance Expert Adviser for the MT5 platform.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Language

English

Fluent

Chinese

Advanced

Work Experience

Site Reliability Engineer (Senior Engineer) at Shopee Singapore

July 1, 2023 - September 26, 2025

Maintained high availability for a large-scale distributed system with thousands of microservices, ensuring reliability for automated trading platform-related workloads. Engineered real-time data pipelines in Go and Python to process system metrics (Prometheus-based) and analyzed performance to identify bottlenecks, mirroring the needs of high-throughput market data processing. Automated infrastructure tasks using Ansible and Bash, reducing manual work and improving resilience. Developed an internal automation platform as a Go microservice, deployed via CI/CD to streamline operations.