Olohireme Ajayi

Reme Ajayi Waterloo, Ontario, Canada - https://www.linkedin.com/in/olohireme-ajayi/ - 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)