UBC Sauder School of Business
UBC Sauder School of Business
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Feedback details

(5.0)
Communication
Creativity
Critical thinking
Employability
Professionalism
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

    • Learner feedback

    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.

    We loved the work of Umair. We are looking forward to engaging him shortly to collaborate
    Explainable ai (xai) Ai/ml inference Cyber security
    Author
    Vitalis Omambia
    Strategic Lead
    Experience
    Level UP: February 2025
    Project
    Secure API Data Vault Implementation
    Explainable ai (xai) Ai/ml inference Cyber security
    Created At
    April 1, 2025