About Me
Welcome! I'm qingyi, and I'm passionate about building at the intersection of artificial intelligence, product management, and user experience.
🚀 My Journey
Background
I'm a technologist and product leader who believes in the transformative power of AI when applied thoughtfully and responsibly. My journey has taken me from hands-on software development to strategic product management, always with a focus on creating meaningful user experiences.
What Drives Me
- Curiosity - Constantly exploring new technologies and their potential impact
- User-Centered Design - Building solutions that genuinely solve real problems
- Innovation - Pushing boundaries while maintaining practical focus
- Continuous Learning - Staying at the forefront of AI and product management
💼 Professional Experience
AI Product Management
- AI Strategy & Roadmapping - Defining vision and execution plans for AI-powered products
- Cross-functional Leadership - Collaborating with engineering, design, and business teams
- Data-Driven Decision Making - Leveraging analytics and user research to guide product decisions
- Ethical AI Development - Ensuring responsible and fair AI deployment
Technical Leadership
- Machine Learning Implementation - Hands-on experience with LLMs, computer vision, and predictive analytics
- System Architecture - Designing scalable AI-powered systems
- Performance Optimization - Balancing model accuracy with latency and cost constraints
- Technical Communication - Bridging the gap between technical and non-technical stakeholders
Product Development
- User Research & Discovery - Understanding user needs and pain points
- Agile & Lean Methodologies - Iterative product development and continuous improvement
- Stakeholder Management - Aligning diverse teams around common goals
- Go-to-Market Strategy - Launching and scaling successful products
🛠️ Technical Skills
Programming & Development
- Languages: Python, TypeScript, JavaScript, SQL
- AI/ML: TensorFlow, PyTorch, scikit-learn, LangChain
- Web Development: React, Next.js, Node.js, Express
- Cloud Platforms: AWS, Google Cloud, Vercel
AI & Machine Learning
- Large Language Models: GPT, Claude, Llama, fine-tuning
- Computer Vision: Image classification, object detection, generation
- Data Science: Statistical analysis, data visualization, A/B testing
- MLOps: Model deployment, monitoring, version control
Product Management Tools
- Analytics: Google Analytics, Mixpanel, Amplitude
- Design: Figma, Adobe Creative Suite
- Project Management: Jira, Notion, Linear
- Communication: Slack, Zoom, documentation tools
🎯 Areas of Expertise
AI Product Management
- Building and scaling AI-powered features from concept to production
- Managing the unique lifecycle of AI products (data collection, model training, deployment, monitoring)
- Balancing technical feasibility with user needs and business objectives
- Ensuring ethical AI development and deployment
Emerging Technologies
- Generative AI - LLMs, image generation, audio synthesis
- Multimodal Systems - Combining text, image, and voice interactions
- AI Agents - Building autonomous systems that can complete complex tasks
- Edge AI - On-device processing for privacy and performance
User Experience Design
- Human-AI interaction design
- Building trust and transparency in AI systems
- Designing for accessibility and inclusivity
- Creating intuitive interfaces for complex AI capabilities
🏆 Notable Achievements
Product Launches
- Led the development and launch of AI-powered search that improved user satisfaction by 60%
- Scaled content generation systems to 10x production volume while maintaining quality
- Implemented personalized recommendation systems that increased engagement by 40%
Technical Innovations
- Developed custom fine-tuning pipelines that reduced model training costs by 50%
- Built real-time AI systems with sub-second latency for critical user interactions
- Created comprehensive AI monitoring systems to detect and address model drift
Thought Leadership
- Regular speaker at AI and product management conferences
- Contributed to open-source AI projects and developer communities
- Mentored aspiring AI product managers and engineers
🌟 Personal Philosophy
"Great products at the intersection of human needs and technological possibilities. AI should enhance human capabilities, not replace them."
I believe in:
- Responsible Innovation - Technology should serve humanity, not the other way around
- User Empathy - Understanding and advocating for users throughout the development process
- Continuous Growth - Always learning, adapting, and improving
- Collaborative Excellence - Building and leading high-performing, diverse teams
🎯 Current Focus
What I'm Working On
- Developing next-generation AI products that prioritize user trust and transparency
- Exploring the intersection of AI with other emerging technologies (AR/VR, IoT)
- Building frameworks for responsible AI development and deployment
- Mentoring the next generation of AI product managers and technologists
Areas of Exploration
- Multimodal AI systems that can understand and generate across different media types
- AI agents that can assist with complex, multi-step tasks
- Privacy-preserving AI techniques for sensitive applications
- Democratizing AI development through better tools and education
📚 Learning & Growth
Currently Exploring
- Advanced fine-tuning techniques for domain-specific applications
- Ethics and governance in AI systems
- Edge AI and on-device machine learning
- Quantum computing's potential impact on AI
Knowledge Sharing
- Writing about AI product management best practices
- Contributing to open-source AI projects
- Speaking at industry conferences and meetups
- Mentoring emerging talent in AI and product management
📧 Let's Connect
I'm always interested in connecting with fellow technologists, product managers, and anyone passionate about building the future of AI-powered products. Whether you're interested in collaboration, mentorship, or just want to chat about AI and technology, feel free to reach out!
Together, let's build AI products that make a real difference in people's lives. ✨