Profile

Experience

• Software Engineer, Mendix, Rotterdam, The Netherlands

  2017 - Present

  • Full Stack developer on leading low-code web & desktop platform (React, TypeScript, C#, Python)

  • AI Services and User interfaces powered by machine learning, LLMs, inference post-processing

  • Multi-interface Best Practices framework for monitoring Performance & Security

  • Advanced HTML5 interactions and layout algorithms

  • Client side architecture

  • Porting desktop software to the web

  • Scrum Master & organising technical work for team

• Senior Research & Development Engineer, Petrotechnical Data Systems (PDS) Ltd., The Netherlands

  2013 - 2017

  • Migrated web sites to HTML5 (Angular 2, TypeScript, ASP.NET Core, Web API)

  • Architecture/Technnical Design/Web Services (HTML5 + Server side, Web API, Web Sockets)

  • Multi-user collaboration (Angular 2, TypeScript, ASPNET Core) in reusable packages (npm, nuget)

  • Real time data visualization (JavaScript, Canvas, CSS, HTML5, WCF)

  • Improved Web UX (JavaScript, Kendo UI, SharePoint 2010)

  • Improved quality: Test Automation, Build Engineering, Mentoring colleagues

• Senior .NET Developer, Odin Consultants Ltd., Ireland

  2012 - 2013

  • State of the art .NET Web Applications, Maps (GIS), SharePoint, hosted IT systems

  • Integrated and automated business processes (C#, WPF)

  • CI Build engineering (C#, VB.NET, Python, Mercurial)

Highlights

• Technical Experience

  • AI/Machine Learning:

  • Generative AI services for technical query language, test data, low-code units
  • Automated evaluation of generative AI services via custom Extract-Predict-Evaluate pipelines
  • UI and inference post-processing for recommendation engines (Rule-based, Machine Learning)
  • Multi-interface Best Practices framework for monitoring Performance & Security
  • Image classification automation (Google Vision API), OCR

  • Complex web apps: Realtime Plots, Multi-user-Roadmap, Maps (geo/paleo, linked views, searchable)

  • Layout algorithms

  • Auto layout algorithms for diagrams & Dynamic dashboard layout

  • Architecture:

  • Auto validation and diagrams via tslint-folders
  • Modular architecture (npm) with Micro-apps
  • Web API with multi data sources: Realtime + Relational data
  • S3 based storage library

  • Data Engineering: analytics integration, processing & dashboards (Python, Pandas, SQL)

  • Custom UI controls (ReactJS, HTML5), Client checks framework

  • Data Migration apps (ASP.NET, SQL Server, Angular, NodeJS)

  • Automated testing: Page Object based framework, Custom selenium grid, Adapting systems to be testable

• Technical Patents

  • Mendix (Siemens) [2021]: Nudging Micro-Layout Algorithm [EU: WO2023117074A1, China: CN118661153A]

  • Mendix (Siemens) [2024]: Git Repository Reduction with Preserved History Algorithm [US: 18/429,092]

  • Mendix (Siemens) [2024]: Simplified and Chunkable Domain Model for LLMs [US: 18/901,835]

  • Mendix (Siemens) [2024]: Workflow Generator, with Function Calling architecture [US: 63/699,2]

• Personal Projects

  • Open Source Projects: github bitbucket

  • Blogging: Technical challenges & solutions blog for developers

  • Personal Projects - web & desktop apps

  • Web watching tools: Wee Web Watcher, Screenium

Courses and Certification

• • Coursera (Andrew Ng, Stanford): Machine Learning Specialisation: Supervised Machine Learning, Advanced Learning Algorithms, Unsupervised Learning

  • Coursera (Andrew Ng, Stanford): Generative AI with Large Language Models

  • Coursera (University of Colorado Boulder): Expressway to Data Science: Essential Math

  • Certification: Developing on AWS, DevOps Engineering on AWS

  • Coursera (M. Odersky): Functional Programming Principles in Scala

  • Certification: Web Development (Microsoft)

  • SCRUM (PDS)

  • Object Oriented Design (Skill Soft)

  • ADO.NET (New Horizons Ireland)

  • PRINCE2

Earlier Career Highlights

• Software Engineer, CR2, Ireland

  2010 - 2011

  • Enchanced ATM clients and offline transaction processing (C#, C++)

  • Achieved successful certification from MasterCard

  • Improved quality via Build engineering and unit testing

• Software Engineer, Serco Learning Solutions

  2008 - 2010

  • Web-based Data Migration (ETL): SSIS, T-SQL, ASP.NET

  • Automated Testing: Unit Testing Framework (MFC, C++), Custom Selenium grid

• Project Manager, Serco Global Services, India

  2007 - 2008

  • Automated remote source code control synchronization

  • Trained a team of 8 developers to maintain a complex code base (8 million lines)

• Software Engineer, Alphyra Group Ltd, Ireland

  2006 - 2007

  • Developed scalable, multi-threaded, performant and highly availabile components

• Software Engineer, Serco/CCM Software Services Ltd, Ireland

  2003 - 2006

  • Enhanced a finance module used in over 800 schools in the UK

  • Refactored XML based returns for lower long-term costs (XML, XSL)

• Software Engineer, Wilde Technologies Ltd, Ireland

  2000 - 2002

  • Automatic reverse engineering of .NET assemblies, COM libraries, Web Services into UML models (C#, C++)

  • Developed an activation system supporting COM and .NET

Skills

Education

Interests