pg.Let’s connect

02 / EXPERIENCE

A journey of building.

From testing the details to architecting the whole picture. Engineering, ownership, and continuous evolution.

01

May 2024 — Present

Senior Software Engineer

CURRENT

Gameopedia · Tech Lead

Building cloud-native data platforms, federated APIs, and AI-powered game analytics. Connecting backend engineering, analytical data services, and reliable client access.

Role highlights
  • Designed federated GraphQL APIs and analytical data services with stable contracts and backward compatibility.
  • Built data pipelines and query services with Python, Rust, and columnar analytics tooling.
  • Integrated LLM-powered search and chat, and strengthened authentication and subscription workflows.
  • Re-architected backend and CDN-backed data delivery, reducing API latency from 10 seconds to 100 milliseconds and AWS costs by 95%+.
  • Mentoring engineers and contributing to architecture, cross-functional delivery, and production reliability.
PythonFastAPIRustGraphQLPostgreSQLDuckDBAWS CDKLLM
02

Dec 2021 — May 2024

Software Engineer

Gameopedia · Developer

Architected the first serverless system and modernized the engineering foundation for reliable, scalable product delivery.

Role highlights
  • Launched serverless architecture using AWS Lambda and Fargate.
  • Implemented repeatable infrastructure and deployments with AWS CDK.
  • Refactored Python and FastAPI services and integrated complex authentication workflows.
PythonFastAPIAWS LambdaFargateAWS CDK
03

Jan 2021 — Dec 2021

Quality Assurance Engineer

Gameopedia · QA Automation

Engineered automated testing frameworks and brought faster regression validation into the deployment pipeline.

Role highlights
  • Built Python and Selenium WebDriver automation to improve regression coverage.
  • Integrated QA automation and reporting into deployment pipelines.
PythonSeleniumAutomation
04

Nov 2017 — Jan 2021

Jr. Quality Analyst / Data Collection Specialist

Gameopedia · QA & Data

Managed Python-based web scraping and large-scale data extraction for gaming content and analytics.

Role highlights
  • Maintained and optimized Python web scraping projects and data extraction workflows.
  • Conducted manual and automated testing, source-document evaluation, and data-quality reviews.
  • Improved data collection efficiency by 20% and led a two-member delivery pod.
PythonWeb ScrapingData QualityTesting

ENGINEERING IMPACT

10s → 100ms

Backend API latency

95%+

Reduction in AWS costs

AI-powered

Game analytics and intelligence