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(5.0)
Communication
Creativity
Critical Thinking
Professionalism

Individual Endorsement

Integrated development environments Algorithms Data modeling Scalability Machine learning Artificial intelligence Research Automation
Angus brought persistence and a strong technical mindset to our project. He showed clear growth in working with Python, API integration, and prompt refinement, and consistently delivered thoughtful, well documented contributions. His ability to independently navigate challenges, especially around understanding complex documentation and building functional code was impressive.

Learner feedback

Integrated development environments Algorithms Data modeling Scalability Machine learning Artificial intelligence Research Automation
Angus demonstrated solid growth over the course of the project, especially in working with APIs, refining prompts, and navigating technical documentation. His deliverables were thoughtful, well-structured, and contributed meaningfully to our team’s goals. He was a reliable and curious team member who communicated well and showed initiative in solving challenges.
Custom Questions
  • Q1 - Text short
    What notable qualities or skills did the student demonstrate throughout the project?
    Angus demonstrated strong problem-solving skills, a willingness to learn, and a growing confidence in working with technical tools such as Python, OpenAI APIs, and Streamlit. He showed initiative in understanding prompt engineering, API integration, and technical documentation, and produced high-quality deliverables that reflected his evolving expertise.
  • Q2 - Text short
    How did the student engage with stakeholders during the project?
    Angus communicated clearly and professionally with both internal team members and external stakeholders. He prepared well-researched documents for client-facing meetings and offered thoughtful analysis that contributed to project decisions. His collaborative attitude made it easy to work with him and rely on his contributions.
  • Q3 - Text short
    Did the student effectively manage their time and meet project deadlines? If so, how? If not, what areas could they improve in?
    Yes, Angus managed his time effectively and consistently delivered work on schedule. He balanced coding tasks, documentation, and research efficiently and remained responsive throughout the project timeline. His steady progress and commitment to deadlines showed strong time management and accountability.
    • Author
    M2M TECH
    Program Director
    Program
    Level UP: March 2025
    Project
    Artificial Intelligence & Machine Learning Application - Part 2
    Created At
    May 10, 2025