Hello, World! I'm
Emmanuel Odenyire Anyira
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Risk Data Analytics & Model Risk Manager at Equity Group Holdings PLC. Building Africa's financial future through data-driven insights, scalable ETL pipelines, and innovative FinTech solutions from Nairobi, Kenya 🇰🇪.
About Me
I'm Emmanuel Odenyire Anyira, an Advanced Risk Data Analytics & Model Risk Manager with deep technical roots in Data Engineering and Systems Design based in Nairobi, Kenya. I currently serve as the Risk Data Analytics & Model Risk Manager at Equity Group Holdings PLC, one of Africa's leading financial institutions.
I have extensive expertise in architecting high-performance ETL pipelines and regulatory data frameworks using Apache NiFi, Kafka, Databricks, Spark, and Python. I bridge the gap between complex technical infrastructure and financial risk management, building scalable systems that drive compliance (Basel), model governance, and enterprise-wide decision-making.
My passion lies at the intersection of big data engineering, financial technology, and quantitative risk analytics. I build scalable data pipelines, real-time streaming systems, and data-driven solutions that power Africa's financial ecosystem.
Beyond my day job, I'm an active open-source contributor with over 1,900+ repositories on GitHub, working on projects ranging from banking core systems to cross-border financial rails and enterprise AI solutions.
🎓 Education
🎯 Key Focus Areas
Work Experience
Risk Data Analytics & Model Risk Manager
CurrentLead the development and automation of risk data analytics dashboards and model risk management frameworks for one of Africa's largest financial institutions, integrating data from multiple internal and external systems.
- ▸Lead development and automation of risk data analytics dashboards integrating data from multiple internal and external systems using Power BI
- ▸Evaluate, validate, and monitor models for business decisioning, regulatory compliance, and risk management under the Basel framework
- ▸Develop and implement Model Risk Management frameworks, policies, and governance standards to ensure model integrity and regulatory compliance
- ▸Build and maintain automated ETL and data integration pipelines leveraging SQL, Python, Airflow, ODI, OBIEE and Apache NiFi for model risk data workflows
- ▸Lead a team of risk analysts ensuring continuous model monitoring, documentation, and stakeholder communication
- ▸Provide strategic insights and recommendations to senior management on emerging risks and model performance
Senior Data Analytics Engineer
Engineered and maintained data pipelines enabling seamless ETL workflows and integration with M-Pesa, Africa's leading mobile money platform. Integrated 30+ external partners and platforms supporting business-critical operations.
- ▸Integrated 30+ external partners and platforms with M-Pesa, supporting business-critical operations
- ▸Automated workflows for unsubscribing inactive lines, accelerating line recycling by 80% and enabling reuse of over 100M lines
- ▸Redesigned distributed ETL architecture reducing query latency by 80% and increasing throughput across 5TB+ daily datasets
- ▸Contributed to Hadoop ecosystem administration, maintaining 99.9% uptime for critical workflows
- ▸Deployed scalable data platforms using AWS EC2, S3, RDS, and Redshift
- ▸Collaborated with data scientists to deploy ML pipelines for churn prediction and anomaly detection
- ▸Led a team of interns and junior engineers in building scalable ETL pipelines with mentorship and code reviews
Public Service Intern – Data & ICT Division
Developed and maintained ETL pipelines using Azure Data Factory and Talend, integrating Oracle and MSSQL into Azure Synapse Analytics. Supported migration of over 10 legacy systems to the cloud.
- ▸Developed ETL pipelines using Azure Data Factory and Talend, reducing data processing time by 40%
- ▸Architected and deployed a scalable Snowflake data warehouse on Azure, decreasing query execution times by 50%
- ▸Integrated Azure Synapse Analytics and Azure Stream Analytics for real-time analytics, increasing insights delivery speed by 60%
- ▸Created interactive Power BI dashboards, leading to 35% increase in user engagement and self-service analytics adoption
- ▸Optimized cloud resource allocation achieving 30% reduction in operational costs
- ▸Implemented server replication strategies, safeguarding 3TB+ of critical data with near-zero loss risks
Senior Staff Data Analytics Engineer
Architected and deployed foundational data infrastructure from scratch, configuring and managing a diverse Big Data ecosystem. Orchestrated 10+ M&E systems for NGO programs and delivered BI consultancy to CBOs and SMEs.
- ▸Architected Big Data ecosystem including Apache Hadoop, Spark, Flink, Flume, Cassandra, ZooKeeper, and Kudu
- ▸Orchestrated 10+ M&E systems for NGO programs using Apache Airflow, resulting in 50% faster reporting cycles
- ▸Designed analytical data platforms leveraging relational and NoSQL databases with self-service dashboards via Apache Superset
- ▸Provided BI and Strategic Consultancy contributing to 28 successful funding proposals
- ▸Led 40+ Digital Transformation projects increasing client audience engagement by 65%
- ▸Delivered insights from 45+ research reports through custom dashboards
Head of ICT & Program Lead
Trained 100K+ farmers through the '21st Century Digital Farmer Program' and built solar-powered ICT hubs. Engineered IoT systems and real-time data pipelines for agricultural operations.
- ▸Trained 100K+ farmers through digital literacy program, improving post-harvest handling by 50% and cutting produce waste by 35%
- ▸Built and deployed solar-powered ICT hubs (30 laptops + Wi-Fi) enabling 500+ rural farmers to access digital training
- ▸Developed custom ERP system integrated with Microsoft Dynamics, MySQL, and Azure Synapse, improving inventory visibility by 90%
- ▸Engineered solar-powered IoT systems across 5 agro-sites, increasing drying consistency by 85% and reducing spoilage by 30%
- ▸Implemented real-time pipelines via Apache NiFi and Spark Streaming processing 10K+ IoT sensor readings/day
- ▸Automated 95% of ETL workflows using Apache Airflow and cron, ensuring 99.5% reporting reliability
Technical Support Engineer
Managed 300+ IT assets, deployed ERP in 28 schools, and trained 500+ SMEs. Built ETL pipelines integrating multiple databases and powered analytics for 800+ MSMEs.
- ▸Built ETL pipelines integrating MongoDB, Cassandra, Neo4j, and MySQL into Hive/Doris, cutting data latency by 45%
- ▸Orchestrated 100+ ETL workflows using Apache Airflow and cron with fault-tolerant, event-driven operations
- ▸Used Spark and Flink for distributed processing, boosting data throughput by 60%
- ▸Delivered 20+ dashboards via Superset and Tableau, increasing data-driven decisions by 40%
- ▸Co-led KIEP SKIES project supporting 40 startups (Kshs.70M in grants), driving 10%+ annual revenue growth
- ▸Trained 250 youth and women across 25 counties via No Code program
Skills & Technologies
Data Engineering & ETL
Programming Languages
Big Data & Distributed
Cloud Platforms
Databases & Storage
Risk & Quantitative Finance
Tools & Technologies I Work With
🏆 Active Certifications
Featured Projects
A comprehensive, high-performance sandbox for mastering the fundamentals of banking core systems. Provides a complete banking infrastructure simulation for learning and development.
Africa's Cross-Border Financial Rail — a platform enabling seamless cross-border financial transactions across African markets, addressing the continent's financial connectivity challenges.
A real-time decision engine for enterprise financial operations. Processes complex business rules and makes intelligent decisions at scale for banking and financial services.
Other Notable Projects
WekezaOpenBanking
A developer ecosystem for open banking — enabling third-party developers to build applications and services around financial institutions through standardized APIs.
LearnDataScienceWithEmmanuel
An educational repository for learning data science concepts, techniques, and practical applications. Covers everything from fundamentals to advanced machine learning.
WekezaCRM
Customer Relationship Management system tailored for financial services, enabling banks and financial institutions to manage customer relationships and interactions effectively.
GetPesa
A financial technology solution focused on mobile money and payment processing for the African market, enabling seamless digital financial transactions.
Get In Touch
Let's Connect!
I'm always open to discussing new opportunities, interesting projects, or just having a conversation about data engineering, FinTech, and the future of Africa's digital economy.
Whether you're looking for a data engineering expert, want to collaborate on an open-source project, or need insights on risk analytics and FinTech, I'd love to hear from you.
Collaboration
Interested in collaborating on data engineering, FinTech, or open-source projects? Let's build something amazing together.
Connect on LinkedInOpen Source
Explore my 1,900+ repositories on GitHub. Contributions, issues, and pull requests are always welcome.
View GitHub ProfileSpeaking & Mentorship
Available for speaking engagements on data engineering, FinTech in Africa, and risk analytics. Also open to mentoring aspiring data professionals.
Reach Out on Twitter