My Resume

Work Experience

Intern, Route Search Team

Optimind Inc, Japan

Facilitating analysis of data in two teams used for test cases, provision of metrics on service performance and implementation of data pipeline for dry run on new environment infrastructure. .

Data Analyst, Operations

Catch Taxi, Kenya/Ethiopia

I was involved in the initial drafting of the business plan, road map and seed/SeriesA investor pitch for the startup. After establishment I was in charge of data analysis for fraud detection and calculation of customer lifetime value in Kenya and Ethiopia. During my work period, I was able to implement a simple customer segmentation model for RFM analysis to allow the marketing team to carry out targeted marketing.

Data Analyst

E&K Consulting Firm, Kenya

Feb 2019 - Feb 2020

I dealt extensively with exploratory data analysis, predictive models, and data visualizations for health-related data. I was responsible for using data in the creation of various visualizations dashboards for storytelling. By the use of the data I was involved in projects on health financing and Go-To Market strategies for pharma companies in sub-Saharan Africa.

Education

Msc Computer Science

Nagoya Institute of Technology, Japan

Apr 2021 - Mar 2023

Ensemble method using GAN’s, images and metadata for optimization of classification.

Bsc Statistics

University of Nairobi, Kenya

Apr 2021 - Mar 2023

Explored all areas in Probability Modelling, Hypothesis Testing, Time Series Analysis. Theories of Estimation, Operation Research, Sample Surveys, Analysis of experimental designs among others. Had hands on experience using statistical tools, reporting and visualization tools to complete projects.

Current Research Topic

Image processing | Generative Models

My research focuses on Image processing, generative models and classification. In my research, I work with image generative models to help improve dataset class imbalance for better classification models. I am well vast in various machine learning algorithms and their use cases. It would be a pleasure for me to learn more about your company’s mission and help provide my exploratory data analysis skills, machine learning knowledge. Publication Link.