CV

Education

• MEng. in Electrical and Computer Engineering, The University of British Columbia, 2023
• BSc. in Electrical and Computer Engineering, Worcester Polytechnic Institute, 2015

Work experience

• Jan. 2023 - Present: Data Scientist, mHealth Research Group, UBC
  • Constructed NLP pipelines to extract insight from patient-clinician conversations during COVID-19 in Rwanda
  • Supervised summer co-op students
  • Performed topic classification: implemented standard feature extractors (bag of words, TF-IDF) and tuned hyper-parameters of ML algorithms (logistic regression, random forests, …); fine-tuned transformer-based language models such as BERT, Longformer and AfriBERTa
  • Participated in drafting grant proposals