Trinity Western University
Trinity Western University
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(5.0)
Communication
Creativity
Critical Thinking
Professionalism

Individual Endorsement

Explainable ai (xai) Ai/ml inference Cyber security
It is with confidence that I recommend Umair. He possesses a dedicated commitment to assigned tasks and a strong work ethic. His technical skills are highly recommendable, including his proficiency as a Machine Learning Engineer. Notably, his work on fine-tuning a BERT-based NER model and developing a Flask API for real-time PII redaction demonstrates his ability to apply advanced AI/ML techniques to practical problems. We would be pleased to have him collaborate with our engineering team again.

Learner feedback

Explainable ai (xai) Ai/ml inference Cyber security
We loved the work of Umair. We are looking forward to engaging him shortly to collaborate
Custom Questions
  • Q1 - Text short
    What notable qualities or skills did the student demonstrate throughout the project?
    Solid developer, thinks outside the box
  • Q2 - Text short
    How did the student engage with stakeholders during the project?
    He was present in all the meetings and had engaging questions.
  • 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?
    Y
    • Author
    Vitalis Omambia
    Strategic Lead
    Experience
    Level UP: February 2025
    Project
    Secure API Data Vault Implementation
    Created At
    April 1, 2025