I’m looking to grow in a data-driven team where I can build dashboards, credit/fraud analytics, and reliable ETL pipelines—turning messy customer and product data into decisions that improve risk outcomes and business performance.
Husain Ridwan
@husainridwan
Risk Data Analyst using Python and SQL to drive credit and fraud insights.
What I'm looking for
I’m a Risk & Data Analyst focused on turning loan and customer behavior data into decision-ready insights. With a B.Sc. in Electrical & Electronics Engineering (4.40/5.00 CGPA) and coursework in Statistical Analysis and Numerical Methods, I build analytics that support credit, product, and operations teams—especially around repayment performance and risk signals.
At Quickcheck (Lagos, Remote), I analyzed 5,000+ weekly loan records using Python, SQL, and Excel to monitor segmentation, portfolio performance, and delinquency trends. I built and maintained 15+ interactive dashboards for default rates, collections, loan disbursements, funnel performance, fraud indicators, and operational KPIs—reducing reporting turnaround time by 40% while improving business visibility. Through investigations across onboarding, OTP drop-offs, credit bureau performance, virtual accounts, card addition fraud, and lending policy changes, I helped improve repayment rates from 76% to 85% in 3 months. I also build data engineering and modeling solutions, including a production-style Probability of Default model on 600,000+ digital loan records (achieving AUC of 0.76) and an automated ETL pipeline using Apache Airflow and AWS Redshift with data quality monitoring and reproducible workflows.
Experience
Work history, roles, and key accomplishments
Risk & Data Analyst
Quickcheck
Aug 2025 - Jul 2026 (11 months)
Analyzed 5,000+ weekly loan records to monitor repayment behavior, customer segmentation, portfolio performance, and delinquency trends for Credit, Product, and Operations teams. Built and maintained 15+ interactive dashboards to track default rates, collections, loan disbursements, and operational KPIs, and investigated onboarding and fraud-related drivers to improve repayment rates from 76% to 8
Financial Secretary
University of Lagos Engineering Society
Nov 2024 - Aug 2025 (9 months)
Optimized budget allocation using Excel to enable resource distribution for annual events for 5,000+ members.
Data Lead, Sustainability Team
Professor Ayodele Awojobi Design Competition
Jan 2024 - Present (2 years 6 months)
Led a team of 5 to analyze students' data using Power BI and deliver insights for sustainability strategy.
Education
Degrees, certifications, and relevant coursework
University of Lagos
Bachelor of Science, Electrical & Electronics Engineering
Grade: 4.40/5.00 CGPA
Bachelor of Science in Electrical & Electronics Engineering at the University of Lagos, graduating with a 4.40/5.00 CGPA. Coursework included Statistical Analysis, Operational Methods, Numerical Methods, and Energy Management.
Availability
Location
Authorized to work in
Portfolio
defaultpredictorapp.streamlit.appSalary expectations
Social media
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