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I’m Anthony Huang, a software engineering and AI-focused professional based in Sydney, working on production data infrastructure and ML workflows. I build and maintain scalable data pipelines, monitoring/alerting, and reliability features across cloud and orchestration stacks, with a strong emphasis on data quality and anomaly detection.…

Anthony Huang

Software Engineer, Data Engineer, Data Scientist, +1

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I’m Anthony Huang, a software engineering and AI-focused professional based in Sydney, working on production data infrastructure and ML workflows. I build and maintain scalable data pipelines, monitoring/alerting, and reliability features across cloud and orchestration stacks, with a strong emphasis on data quality and anomaly detection.…

Available to hire

I’m Anthony Huang, a software engineering and AI-focused professional based in Sydney, working on production data infrastructure and ML workflows. I build and maintain scalable data pipelines, monitoring/alerting, and reliability features across cloud and orchestration stacks, with a strong emphasis on data quality and anomaly detection.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Beginner

Beginner

Beginner

Language

Javanese

Advanced

Work Experience

Software Engineering Intern – Data Infrastructure at BI3 Technologies

January 1, 2026 - Present

Built and maintained automated data pipelines across AWS, Airflow, and SQL Server, adding data-quality checks and anomaly-detection workflows that reduced mean time to diagnose pipeline incidents by 60%. Designed monitoring dashboards and alerting for production ETL pipelines to ensure reliable, high-quality data delivery to downstream analytics and ML workflows.

Research Assistant at Zhejiang University – CAD Lab

September 1, 2024 - June 1, 2025

Trained and evaluated PyTorch Diffusion Transformer models for image super-resolution, comparing variants using reconstruction-quality metrics. Profiled inference latency and memory, then applied structured pruning, quantization, and knowledge distillation to achieve 4x model compression with comparable image quality.

Software Engineering Intern at Meituan

October 1, 2023 - November 1, 2023

Integrated the ChatGLM language model into an internal analytics platform, translating natural-language questions into SQL queries for food-operations data. Implemented query validation, real-time retrieval, and failure-recovery logic to keep the natural-language-to-SQL pipeline reliable in production.

Software Engineering Intern at Alibaba Group

August 1, 2023 - September 1, 2023

Built Alibaba Cloud data pipelines to ingest, transform, and route large-scale IoT telemetry, optimizing SQL and batch-processing logic for reliability. Integrated LangChain-based LLM workflows for Tmall Genie, including prompt construction, model API calls, and fault recovery.

Software Engineering Virtual Experience at JPMorgan Chase & Co.

August 1, 2020 - September 1, 2020

Implemented Spark and Kafka data-processing pipelines and tuned partitioning logic, reducing benchmark latency by 30%.

Software Engineering Intern at Matrix Mas

January 1, 2019 - February 1, 2020

Developed Linux backend services with Redis caching and asynchronous processing, increasing platform throughput by 10x.