• Develop an AI test generation and error healing system with Claude and Playwright to replace current workflows.
• Automate E2E testcase execution with Selenium, identifying anomalies in APIs, UI behaviors, and visual appearances.
• Chain different CI tools and maintain Docker containers and adapt them for different environments.

Spent 4 months learning how to defend a democracy. We were trained on teamwork, swimming, weaponry, emergency healthcare, urban warfare, and supporting professional soldiers.

• Built Python framework to stream brain signals from different hardware; developed portal with HTML & JS for realtime visualization.
• Optimized Python framework with parallel processing & threading to perform realtime filtering, separation, & analysis of signals.
• Scripted Arduino systems to stream analog sensor data into chip and then server; analyzed & modified circuits for brain measurement.
• Produced patent analyses & market reports for commercially available brain-computer interface devices and mixed reality systems.

• Developed a prototype information extraction system to extract biochemical interactions from research papers with spaCy (for NLP).
• Parsed 100% of Chinese Wikipedia for text mining to construct common knowledge graph with Python and SQL.
• Designed an error-tolerant word-rec algorithm for Chinese pharma terms, with 97%+ correctness & 300% avg. runtime improvement.
• Assessed the use of pretrained word embeddings in meaning-disambiguation and visualized results with Python, HTML, CSS.