
Michael Ngugi
@michaelngugi1
Data analytics student at Strathmore University who won DataSprint Hackathon 2026 with a financial inclusion prediction model.
What I'm looking for
At DataSprint Hackathon 2026, I led data analysis on a three-member team using the 2024 FinAccess Household Survey to build a financial inclusion prediction model. Our ensemble VotingClassifier achieved a weighted F1 score of 0.5305, and I won first place among 135 participants.
I’m studying for a Bachelor of Business Information Technology at Strathmore University and have hands-on experience with data analytics and software development through academic and personal projects. My technical work includes Python, Java, SQL, and web technologies.
I also built and deployed a 17-page reference website about internet and web terminology. For a bakery website, I developed eight responsive pages with a dark/light mode toggle, contact form validation, and a gallery filter with modal lightbox.
With a teammate, I co-developed a visitor management system that extended a JavaFX and PostgreSQL application into a distributed Java RMI client-server system. I’m seeking internships and entry-level technology roles where I can apply my technical skills to practical, data-driven solutions.
Experience
Work history, roles, and key accomplishments
Member
Strathmore Data Community
May 2026 - Present (6 months)
Active member of the Strathmore Data Community, participating in data-related activities and events.
Member
Strathmore Investing Club
Apr 2026 - Present (7 months)
Member of the Strathmore Investing Club, participating in investment-related activities and discussions.
Member
AIESEC at Strathmore University
Sep 2025 - Present (1 year 2 months)
Member of AIESEC at Strathmore University, engaging in leadership development and community projects.
Member
Strathmore University Community Outreach Programme
Aug 2025 - Present (1 year 3 months)
Participates in weekly Saturday outreach activities at children's homes and rehabilitation centres, including a certified outreach visit to Hope for Orphans Rescue Centre (HOREC), Ruai.
Education
Degrees, certifications, and relevant coursework
Strathmore University
Bachelor of Business Information Technology, Business Information Technology
2025 -
Pursuing a Bachelor of Business Information Technology (BBIT), currently in the second year, with an expected graduation in 2029.
Strathmore University
Certificate in Data Analytics and Visualization (CDAV), Data Analytics and Visualization
In progress, covering Python, NumPy, Pandas, statistics, data visualization, and business intelligence, with expected completion in September/October 2026.
Baricho High School
High School Diploma, General Studies
2021 - 2024
Completed high school education and obtained a High School Diploma.
ICDL Africa
International Computer Driving Licence (ICDL), Computer Literacy
2025 - 2025
Completed the International Computer Driving Licence (ICDL) certification from February to May 2025.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Social media
Job categories
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