Services
Professional services and community involvement.
Undergraduate Teaching — Data Science
2024Course Instructor
Taught core data science concepts including data preprocessing, exploratory data analysis, feature engineering, model evaluation, and project-driven problem solving using Python and industry-relevant tools.
Undergraduate Teaching — Machine Learning
2024Course Instructor
Guided students through supervised and unsupervised learning techniques, covering regression, classification, clustering, and model optimization with practical implementation in real-world datasets.
Undergraduate Teaching — Deep Learning
2024Course Instructor
Introduced neural networks, CNNs, RNNs, and modern deep learning workflows, enabling students to build and train models using frameworks such as TensorFlow and PyTorch.
Undergraduate Teaching — Quantum Computing
2024Course Instructor
Taught foundational principles of quantum computation including qubits, superposition, entanglement, and basic quantum algorithms with hands-on programming using Qiskit.
Undergraduate Teaching — Diffusion & Generative Models
2024Course Instructor
Introduced students to generative AI concepts including diffusion models, representation learning, latent space modeling, and practical experimentation with image and text generation tasks.
Undergraduate Teaching — Large Language Models
2024Course Instructor
Taught concepts related to transformers, embeddings, attention mechanisms, prompt design, and applied workflows for building and evaluating large language model applications.
Undergraduate Teaching — Statistics for AI
2024Course Instructor
Covered core statistical foundations including probability, hypothesis testing, estimation methods, regression analysis, and their applications in data-driven modeling and machine learning.
Undergraduate Teaching — Linear Algebra for Machine Learning
2024Course Instructor
Introduced matrix algebra, vector spaces, eigenvalues, singular value decomposition, and their role in optimization, representation learning, and deep learning architectures.