Paths Through the Forest
Trailheads
ML & AI
This trail broadly covers topics related to Machine Learning and Artificial Intelligence. Almost every day, I discover something new that AI can do, and the field continues to evolve at an astonishing pace. Some notes along this trail may explore models, tools, ideas, and reflections on how AI is gradually reshaping technology, work, education, creativity, and everyday life. AI is also changing the way people learn and communicate.
Newest Growth Across the Forest
Statistics
My curiosity about statistics traces back to a marketing research class I took during my undergraduate studies. Although I learned many prominent machine learning models through my MSCS program, I am currently trying to deepen my understanding of the theoretical foundations and mathematical reasoning behind them. Some notes along this trail may explore probability, statistical thinking, and the mathematics behind machine learning.
Newest Growth Across the Forest
Systems & Security
I really enjoyed the digital forensics class I took during my MSCS program, and I also participated in a cybersecurity bootcamp. Knowledge of systems helps us understand the limitations of AI, while awareness of security topics helps avoid potential pitfalls in an increasingly connected world. Some notes along this trail may explore cybersecurity, operating systems, networking, digital forensics, and the relationship between technology and risk in everyday modern life.
Newest Growth Across the Forest
Projects
This trail documents projects that are completed, in progress, and yet to be explored. I believe hands-on practical experience is one of the most effective ways to learn, especially when curiosity is combined with experimentation and problem solving. With AI’s assistance, the learning process today has become increasingly accelerated and accessible — truly a revolution in civilization. Many of these projects also help connect ideas across multiple fields.