Reme Ajayi
Waterloo, Ontario, Canada
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https://www.linkedin.com/in/olohireme-ajayi/
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RemeAjayi
Education
Skills
University of Waterloo, M.Eng Electrical and Computer Engineering
09/2020 – 12/2021 | Waterloo, Canada
Programming / Scripting
Python, SQL, HTML5, CSS3,
JavaScript
Covenant University, B.Eng Computer Engineering
08/2013 – 07/2018 | Ogun, Nigeria
Professional Experience
Loblaw Companies Limited, Machine Learning Co-op
01/2022 – 04/2022 | Brampton, Canada
Created monitoring and alerting for Fraud detection model pipeline to
maintain data integrity using Apache Airflow, Google Cloud Monitoring,
SQL and Terraform
Built DataStudio Dashboard to report on project Bigquery usage for
cost optimization and adoption of efficient SQL coding patterns
Executed unit and acceptance testing for unsupervised learning model
pipelines
Data Science For All / Women's Summit, Fellow
09/2021 – 10/2021 | Remote
Lead a six-person team to execute a project on "Dual approaches to
Breast Cancer Diagnosis using Machine Learning"
Built Logistic Regression and Gradient Boosting classifiers with ScikitLearn to predict breast cancer using a publicly available risk factors
dataset with over 180 000 records
Seamfix, Front End Developer
12/2018 – 11/2020 | Lagos, Nigeria
Internationalization of company product - Bioregistra web application
with 15 000 average daily site visits, to promote adoption in nonEnglish speaking countries
Developed a custom formbuilder to improve data collection of custom
inputs like signatures for 14 000 users on Bioregistra
Projects
Job Skill Extraction From Data Science Job Posts
06/2021 – 08/2021
Scraped over 800 Job postings from Indeed and Glassdoor using
Selenium
Using Spacy and NLTK, implemented a rule-based technique to extract
Data Science Job skills
Using GloVe embeddings and LSTMs created a predictive model for
skill extraction with 74% test accuracy
Frameworks / Packages
Tensorflow, Pandas, Scikitlearn, GCP BigQuery, Airflow,
Terraform
Tools
JIRA, Postman, Git, Heroku,
Streamlit
Machine Learning
NLP, Classification, LSTM,
Word2Vec, Clustering
Certificates
Deep Learning
(Nanodegree)
Udacity
Awards
Winner/Finalist,
Hack The North
01/2021
My team was selected as 1 of
24 finalists out of 500 teams
and over 3000 participants
Volunteering
Covenant University Book
drive, State Team Lead
06/2018 – 07/2018
Edo, Nigeria
Led a team of 8 volunteers to
deliver over 1500 textbooks
to primary and secondary
school students to promote
Quality Education (UN SDG 4)
