I'm a Senior Data & Analytics Engineer with a passion for building robust data infrastructure that powers financial decision-making. Currently architecting mission-critical data systems at Umba Digital Solutions, where I bridge the gap between core banking systems and advanced analytics.
- ποΈ Data Engineering: Design and implement enterprise-grade ETL pipelines processing millions of financial transactions
- π Analytics Engineering: Build self-service analytics platforms with 650+ custom visualizations across 23+ dashboards
- π¦ Fintech Integration: Architect seamless integrations between core banking systems (Instafin) and modern data stacks
- π Credit Risk Analytics: Develop sophisticated risk models and portfolio analysis frameworks
- π€ Automation: Create intelligent systems that eliminate manual work (saved 20+ hours weekly)
- π¨ Enhanced fraud detection efficiency by 95.84% through advanced transaction monitoring
- β‘ Reduced financial reporting query times from minutes to seconds with optimized data models
- π― Decreased system inconsistencies by 99.7% through robust validation frameworks
- π Built comprehensive analytics infrastructure supporting $XX million in loan portfolio management
Enterprise-grade ETL system integrating Instafin core banking with analytics infrastructure
- Tech: Python, Prefect, PostgreSQL, dbt
- Impact: Processes 1M+ transactions daily with 99.9% accuracy
- Features: Real-time validation, automated reconciliation, fault-tolerant architecture
Comprehensive portfolio risk management system with predictive analytics
- Tech: Apache Superset, Python, SQL, Machine Learning
- Impact: Reduced loan defaults by 12.5% through early warning indicators
- Features: PAR analysis, vintage tracking, ML-based risk scoring
Modern data stack implementation for large-scale financial data processing
- Tech: Apache Spark, dbt, PostgreSQL, Python
- Features: Incremental processing, data quality checks, automated documentation
Interactive showcase of 20+ financial and operational dashboards
- Tech: Power BI, Streamlit, Python
- Highlights: Revenue tracking, fraud detection, customer analytics
Intelligent system for real-time loan offer generation and eligibility calculation
- Tech: Python, PostgreSQL, Prefect, REST APIs
- Impact: Eliminated 20+ hours of manual work weekly
Full-stack data application with advanced search and filtering
- Tech: Streamlit, Python, Pandas
End-to-end data analysis project showcasing SQL and Python skills
- Tech: SQL, Python, Pandas, Visualization libraries
Time-series forecasting system using ARIMA and Prophet models
- Tech: Python, Prophet, ARIMA, Pandas
Collaborative filtering recommendation engine
- Tech: Python, Machine Learning, Flask
Click to expand certifications
- π Diploma in Data Engineering - AltSchool Africa (In Progress)
- π Certified Associate Data Analyst - DataCamp
- π ALX-T Data Analyst Nanodegree - Udacity
- πΎ SQL for Database Administrator - DataCamp
- π Data Analyst with Python - DataCamp
- π¦ Fundamentals of Credit - CFI
- π€ Professional Ethics - CFI
I'm always interested in collaborating on projects that involve:
- ποΈ Building scalable data infrastructure
- π Creating impactful analytics solutions
- π¦ Fintech and financial data challenges
- π€ Automating complex data workflows
- π§ Email: [email protected]
- πΌ LinkedIn: linkedin.com/in/goodrichokoro
- π¦ Twitter: @OkoroGoodrich
- π± Phone: +2348169327250