CAYE LEE
I'm a student studying Computer Science, Business Administration, and Mathematics at the University of Southern California.
Currently exploring the crisscrossing of my interests in cybersecurity and artificial intelligence.
- Programming Languages: C++, Python, Java, JavaScript, SQL, R, TypeScript
- Full Stack Development : HTML, CSS, React, Node.js, Next.js, ExpressJS, Tailwind CSS, Flask, Git
- Mobile Development: React Native, Swift
- Database Management: MySQL, MongoDB, PostgreSQL, Prisma
- Machine Learning: Scikit-learn, TensorFlow, PyTorch, Jupyter Notebooks, Keras, NumPy, Pandas, Matplotlib
- UI/UX: Figma, Tailwind CSS
Projects
AI Therapist
Using natural language processing to make therapy more accessible, affordable, and convenient. Technical aspects: developed a Seq2Seq model for therapist-patient interactions, tokenization for keyword identification (greetings, emotions), data cleaning and sentence-level pairing of questions (x) and answers (y), padding/trimming for uniform input length, utilizing two LSTM networks within the Seq2Seq architecture, incorporating a transformer model with Multi-Headed Attention to grasp full conversational context and address ambiguity, and mapping words by similarity for enhanced understanding.
Monte Carlo Poker Estimation
Using Monte Carlo simulations to estimate the probabilities of different boards in poker. Player has options to randomize their hand or enter a given hand at each stage of the game as well as enter the number of players still at the table. Project collaboration with my brother,
Cappillen Lee
Extras
Other than coding, I seem to have accumulated one too many pastimes for just one person: hiking, producing music, playing solo violin concertos, sketching naturalism, experimenting with neoclassical painting, playing chess...
Take a look
