Hi, I’m Kyle Lam! 👋

I’m an early career full-stack developer and data scientist, with a focus on software infrastructure, research, and open-source software.

👨‍💻 What I Do

• Full-Stack Development: Creating seamless, scalable web applications from front-end to back-end.
  • Examples include: a platform for computational biologists to catalogue, launch, and monitor data workflows.
  • Open source contributions: streamlit
• Data Science & Machine Learning: Solving real-world problems using data-driven methods and advanced ML models.
• Project Highlights:
  • ASL Recognition: Applying computer vision and machine learning to recognize American Sign Language gestures.
  • Indoor scene reconstruction: Orchestrating a workflow to reconstruct indoor scenes to configurable 3D meshes with object flexibility.
  • Semantic queries for OLAP: Applying LLMs to enable natural language OLAP quries to streamline data analytics for non-technical users.
  • [Open to recommendations! Suggest a project for me to highlight here.]

🛠️ Skills

• Programming: Python, JavaScript (Node.js, React), C++, SQL
• Data Science: pandas, NumPy, scikit-learn, TensorFlow, Apache Spark
• Machine Learning: Deep Learning, Computer Vision, NLP
• DevOps & Cloud: Git, Docker, Github Actions AWS

🌱 Currently Learning

• Advanced deep learning areas and applications (SSL, computer vision, databases)
• Cloud-native data pipelines (DevOps, infrastructure focus)
• New baking recipes (for fun!)

📫 Connect with Me

• LinkedIn
• Or reach out via GitHub!

⚡ Fun Facts

• 🥋 I competed on the regional and national levels for collegiate Taekwondo.
• 🍰 I love baking and experimenting with new recipes (mostly cookies!).
• 📸 I do both sports and portrait photography!

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Thanks for stopping by my profile!