Practical Applications in Machine Learning
Spring 2025 · INFO 5368
Cornell Tech · Teaching Assistant · Instructor: Angelique Taylor
Evaluation Details
Welcome to my Teaching Portfolio. This page focuses on my teaching statement, inclusion statement, experience as a teaching assistant, other teaching experiences, and sample lesson and lecture materials.
My path into teaching has developed alongside my work in human-computer interaction and my interest in how people think, communicate, and work together in complex settings. During my PhD at Cornell University, I’ve been a teaching assistant for courses in machine learning, virtual and augmented reality, and computing for global development. These experiences have shaped how I think about teaching, not as delivering content, but as helping students build understanding together.
A lot of my approach is influenced by my research on shared cognition and teamwork in high-stakes environments. In those settings, small misunderstandings can have big consequences, and I see a similar dynamic in the classroom. Because of that, I focus on making learning collaborative and grounded. I try to connect abstract concepts to real-world applications, drawing on my experience building systems like MazeWorld to study human–AI teaming, and encourage students to think about how what they’re learning applies in practice.
In my teaching, I emphasize active learning and problem solving. I structure sessions around questions and scenarios, often having students work in small groups before discussing ideas as a class. This helps students engage more deeply and build confidence in their own thinking. At the same time, I encourage them to think critically about the systems they design, including questions of usability, accessibility, and broader impact.
Ultimately, my goal is to create an environment where students feel comfortable engaging with difficult ideas, asking questions, and learning from each other. I want them to leave with both strong technical skills and the ability to think critically about technology, so they are prepared to navigate complex problems in research, industry, and beyond.
Courses taught as a TA, with a summary of student evaluations.
Spring 2025 · INFO 5368
Cornell Tech · Teaching Assistant · Instructor: Angelique Taylor
Evaluation Details
Fall 2024 · INFO 5340/ CS 5650
Cornell Tech · Teaching Assistant · Instructor: Harald Haraldsson
Student Evaluation Comments
Spring 2024 · INFO 4505/5505
Cornell University · Teaching Assistant · Instructor: Aditya Vashistha
Responses: 5 | Scale anchors: 1="Never or Poor", 5="Always or Excellent"
| Statement | Mean |
|---|---|
| My TA is approachable and responsive to requests for support. | 4.75 |
| My TA uses varied and creative ways to teach and check understanding. | 4.50 |
| My TA provides feedback/rubrics on assignments, quizzes, and/or exams. | 4.75 |
| My TA creates flexibility and variety in activities and assignments. | 4.50 |
| My TA uses active learning techniques (e.g., polling, think-pair-share, reflection). | 4.50 |
| My TA encourages me to ask questions and to express my opinions. | 5.00 |
| My TA provides opportunities for students to work collaboratively with one another. | 4.50 |
| My TA appears to be fair and unbiased when grading my assignments. | 5.00 |
| My TA maintains a welcoming and inclusive environment for all students. | 4.75 |
| My TA asks questions that help me think about a problem and work towards a solution. | 4.50 |
| My TA communicates course material in a way that I can understand it. | 5.00 |
| My TA contributes positively towards my learning experience in this course. | 4.75 |
| Overall, I would rate my TA as (on a scale from 1-5 where 1 is poor and 5 is great). | 4.40 |
How students interacted with this TA:
Grader: 2 | Office Hours: 1 | Other: 2
0. Other ways you interacted with this TA
1. Comment on the TA's teaching strengths as well as areas in which improvement is needed or encouraged.
2. Comment on the TA's communication strategies. Were there any barriers to your understanding? Is there anything the TA does that is especially helpful for communicating? Please respectfully describe the challenges and strengths you experienced.