Hui Li

About Hui Li

Certified Java architect and Machine Learning professional with 15 years of experience developing enterprise big data/machine learning applications using Java/J2EE, OpenAI, LLM, Langchain, Deep Seek, REST, Spring Boot,Spark,Kafka,Hive, Python3, Tensorflow, Azure, AWS, GIT, Maven, Jenkins, Docker, Kubernetes, Prometheus, Grafana, Datadog, MongoDB, Redis, Oracle, SQL Server.

Experience

1. Software Engineer

   Amazon Ads

   Jul 2025 — Present · NY, US

   Role Overview:Driving next-generation automation and AI-driven workflows for Amazon Ads, focusing on ticket analysis, operational efficiency, and global platform scalability. Leveraging Generative AI, LLMs, and AWS services to streamline engineering operations and improve system reliability.Key Achievements & Contributions:Agentic Workflow Automation: Designed and implemented agentic-driven workflows using Generative AI/LLMs and Bedrock to automate ticket resolution, on-call handoffs, and operational SOP analysis.GraphQL & Coral API Development: Developed GraphQL endpoints and Coral API integrations on AWS to support Ads platform functionality.Intelligent Ticket Analysis: Built systems to analyze CloudWatch queries, internal wikis/SOPs, and automatically suggest fixes or improvement opportunities for platform issues.Weblab Cleanup via GenAI: Led a large-scale Weblab cleanup project using Generative AI with automated change requests (CRs), significantly reducing manual intervention and increasing system hygiene.Global Distribution Optimization: Implemented Local Region Affinity (LRA) to optimize global distribution of platform services and reduce latency.Documentation & Knowledge Integration: Integrated AutoSDE to centralize repository project docs including architecture, user stories, and operational guidelines, improving knowledge access for engineering teams.Pipeline & Live-site Automation: Automated livesite monitoring, pipeline management, and operational responses to enhance platform reliability and reduce manual overhead.Technical Skills:AWS (CloudWatch, Bedrock, LRA), Generative AI / LLMs, GraphQL, Coral API, Python/Java, Automation, On-call Workflow Optimization, Software Documentation Automation

Education

• Northern Illinois University

  Master’s Degree, Management Information Systems

  2013 — 2014

• Shandong University

  Bachelor’s Degree, Computer Science: specialize in data mining of Multimedia Information

  2001 — 2005

• Shandong University

  Master’s Degree, Computer Application: security of Mobile Computing and Workflow

  2005 — 2008

Skills

• Eclipse
• Hadoop
• Jira
• Oracle Certified Professional (Ocp) Java Se 7 Programmer
• Ldap
• Ejb
• Ajax
• Android Development
• Spark
• Elasticsearch
• Ssis
• Soap
• Hdfs
• Oce:Oracle Certified Expert, Java Ee 6 Web Services Developer
• Microsoft Certified Professional
• Etl
• Docker
• Git
• J2ee
• Sap
• Maven
• Html5
• Intellij Idea
• Hive
• Xml
• Redis
• Rest
• Ssrs
• Spring
• Openssl
• Oracle
• Mac Os
• Tomcat
• Mongodb
• Ssas
• Web Services
• Javascript
• Jax-Rs
• Microsoft Sql Server
• Sql