Life Mission: ๐ค Make everything automation - from daily workflows to complex software systems
- ๐ Pioneering the next generation of AI-native development workflows
- ๐ฎ Exploring vibe coding methodologies that harmonize human intuition with AI capabilities
- ๐ Building agentic systems that can autonomously handle complex software engineering tasks
- ๐ Contributing to the open-source ecosystem with innovative automation solutions
- ๐ This is my approach โก๏ธ: full flow
SDET | LLM Researcher | MS Software Engineering '25 @ Concordia
I'm passionate about pushing the boundaries of AI-assisted software development, specializing in:
- ๐ค Agentic Coding: Building LLM agents that emulate software process models for automated code generation
- โก Vibe Coding: Exploring intuitive, flow-state programming enhanced by AI assistants
- ๐ฌ LLM Fine-tuning: Distilling reasoning capabilities from large models into specialized tools
- ๐ฏ AI-Powered Testing: Developing visual jank detection and transition bug identification systems
- ๐ First Author, ICSE 2025: "SOEN-101: Code Generation by Emulating Software Process Models Using LLM Agents" (54 citations)
- ๐ Co-authored 2 additional research papers on LLM applications in software engineering
- ๐ Concordia Merit Scholarship recipient (2024-2025)
- ๐ Patents: 16 patents in Software Testing & Automation
Current: Support Researcher Intern @ Huawei Canada (Apr 2024 - Present)
- ๐ง Fine-tuned LLMs achieving 92% precision in automated testing
- ๐ ๏ธ Built Docker + Kafka environments for distributed LLM training
- ๐ Saved 30,000+ testing hours through AI-powered visual analysis
Previous: 5.5 years as SDET @ Alibaba | TCL | Sangfor (2017-2023)
- ๏ฟฝ Led testing automation for cloud services (16M DAU), IoT ecosystems, and cybersecurity products
- ๐ Boosted team efficiency by 230% through Agile implementation
- ๐ค Automated 80% of test cases across 240+ APIs and 40+ smart device releases
LLM & AI/ML (2+ years)
- Prompt Engineering, Model Evaluation, Fine-tuning
- PyTorch, MLflow, YOLO, OpenAI/Claude APIs
- Automated data labeling and training dataset generation
Programming & Development (8+ years)
- Primary: Python, Java | Secondary: C/C++, JavaScript, Shell
- Frameworks: Flask, Django, Selenium, Appium
- Databases: MySQL, MongoDB
- Testing: Postman, JMeter, unittest, Locust
DevOps & Infrastructure (2+ years)
- Docker, Kubernetes, Jenkins, Git, Kafka
- CI/CD pipelines, Linux administration
- Agile project management with Jira
๐ข Location: Montreal, Canada (Open to relocate across Canada)
๐ง Email: [email protected]
๐ LinkedIn: feng-lin
๐ Portfolio: https://l1nwatch.github.io/
Since 2022-01-03 