Feedback details
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
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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.
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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.
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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
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Program Director
- Experience
- Level UP: March 2025
- Project
- Artificial Intelligence & Machine Learning Application - Part 2
- Created At
- May 10, 2025