Aswin
Muthusamy
Building intelligent data pipelines and ML systems at enterprise scale. Senior Systems Engineer at Infosys · MSc @ Maynooth University, Ireland.
About Me
Engineer. Analyst.
Problem Solver.
I'm a Data Engineer and ML practitioner with hands-on experience building enterprise-grade ETL pipelines for Bank of America through Infosys. My core stack spans IBM DataStage, SQL, Python, and Unix automation.
Currently deepening my expertise in AI and ML through an MSc at Maynooth University in Ireland — where I'm actively seeking full-time roles in data or ML engineering.
Let's Work Together →Skills
Technical Expertise
Enterprise data engineering meets modern ML capabilities.
Data Engineering
AI & Machine Learning
Tools & Platforms
Work
Featured Projects
AI / ML
Football Match Prediction
Predicts football match outcomes using ensemble ML methods on historical data, team form, and player stats. Achieved 72% accuracy using XGBoost + Random Forest stacking.
AI / ML
AI Skill Diagnostic Tool
Adaptive platform that diagnoses skill gaps in engineering teams using ML-driven analysis and personalised learning roadmaps.
Analytics
Offshore Wind Farm Selector
Geospatial decision system for optimal offshore wind farm siting combining environmental data, grid connectivity, and economic modelling.
Research
Sustainability Analytics
End-to-end analytics pipeline for sustainability research automating data ingestion, transformation, and reporting for environmental impact studies.
Data Engineering
Enterprise ETL Pipeline
High-throughput ETL pipelines processing millions of financial records daily using IBM DataStage and Unix automation scripts.
AI / ML
Churn Prediction System
Customer churn prediction model for financial services with 85% recall. Deployed as a scoring pipeline integrated into CRM systems.
Career
Experience & Journey
Senior Systems Engineer
Designed and maintained enterprise ETL pipelines using IBM DataStage, processing millions of financial records daily. Delivered data quality frameworks and Unix automation for one of the world's largest banks.
MSc Computer Science
Masters in Computer Science with focus on AI, Machine Learning, and Data Systems. Active research in predictive analytics and decision support systems.
Part-time Roles
Customer-facing roles across retail and hospitality in Ireland — cashier, waiter, store assistant. Built strong communication skills and adapted to Irish work culture.
Contact
Let's Work Together
Open to full-time roles in Ireland. Have a project or opportunity? I'd love to hear from you.
Open to full-time Data Engineering, ML Engineering, or Analytics roles in Ireland. Notice period: immediate.