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Work Background
Data Science Lead
IndicinaData Science Lead
Jan. 2022Lagos, NigeriaResponsible for leading a team of Data Scientists in building solutions to automate everyday banking back-off ice operations relating to underwriting, risk assessment, and decision-making by leveraging AI/ML & advanced analytics. - Oversee research initiatives that leverages cutting edge AI and ML techniques to improve quality of the company's analytics product (Decide) - Responsible for process, headcount and delivery within the Data Science team, while ensuring that the technical needs of the company's analytics product (Decide) are being seen to, specifically as regards to debt and reliability. - Collaborate with Product, Engineering and Data Engineering teams to deliver on business objectives. - Adopted Agile Framework for managing Data Science projects. - Adopted a Cloud based workflow for building Credit Risk Models. - Mentored Data Science Interns on building Credit Risk Models.
Senior Data Scientist
IndicinaSenior Data Scientist
Jan. 2020 - Dec. 2021Lagos, NigeriaResponsible for building, evaluating & deploying Credit Risk Models for clients and carrying out post deployment analysis to validate performance of these models. - Carried out extensive Exploratory Data Analysis and Feature Engineering on Risk Modelling data for clients. - Built Statistical Credit Risk Models with AUC score over 0.6. - Communicated Credit Risk Model building methodology, results and how to apply model output, via presentations to clients, which is usually a mix of technical & non technical audience. - Conducted Cohort Analysis on Scoring Data (Post Deployment) and Drift Analysis, comparing Modelling Data to Scoring Data. (Post-deployment) - Carried out Sensitivity Analysis to measure the impact of modelling variables on Risk Score. - Adopted Software Development methodologies to make model functionality available to software systems. (API documentation, testing, CI/CD etc) - Leveraged cloud services to handle large scale and complex deployment scenarios.
Machine Learning Engineer
Terragon GroupMachine Learning Engineer
Jul. 2018 - Dec. 2019Lagos, NigeriaResponsible for building out machine learning solutions and integrating with marketing platforms. - Built a "lookalike" model using the K-Means clustering algorithm for customer segmentation to improve how advertising campaigns were executed. - Created SQL queries to daily aggregate campaign performance data for experimentation - Experimented with using Word Embeddings for improving parsing of advertising campaign messages.
Software Development Intern
21st Century TechnologiesSoftware Development Intern
Dec. 2016 - Mar. 2018Lagos, Nigeria- Assisted with customer outreach by calling customers and encouraging them to pay outstanding balances on their account. - Created a Python script to parse PDF Invoices and determine if there was any outstanding balances on customers' account.
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