Hey there, I'm Goodrich Okoro

🚀 Senior Data & Analytics Engineer | Credit Risk Specialist | Fintech Data Architecture

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.

• 🏗️ Data Engineering: Design and implement enterprise-grade ETL pipelines processing millions of financial transactions
• 📊 Analytics Engineering: Build self-service analytics platforms with 650+ custom visualizations across 23+ dashboards
• 🏦 Fintech Integration: Architect seamless integrations between core banking systems (Instafin) and modern data stacks
• 📈 Credit Risk Analytics: Develop sophisticated risk models and portfolio analysis frameworks
• 🤖 Automation: Create intelligent systems that eliminate manual work (saved 20+ hours weekly)

• 🚨 Enhanced fraud detection efficiency by 95.84% through advanced transaction monitoring
• ⚡ Reduced financial reporting query times from minutes to seconds with optimized data models
• 🎯 Decreased system inconsistencies by 99.7% through robust validation frameworks
• 📊 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

I'm always interested in collaborating on projects that involve:

• 🏗️ Building scalable data infrastructure
• 📊 Creating impactful analytics solutions
• 🏦 Fintech and financial data challenges
• 🤖 Automating complex data workflows

• 📧 Email: [email protected]
• 💼 LinkedIn: linkedin.com/in/goodrichokoro
• 🐦 Twitter: @OkoroGoodrich
• 📱 Phone: +2348169327250