Liad Magen

Teaching several courses in the Multilingual Technologies Master of Science: - Introduction to Machine Learning - Information Extraction and Retrieval for Multilingual Natural Language Data - Information Design for Language Data Supervising students' theses in applied and industrial research

I teach a Computer Vision & NLP course in the Responsible AI Master's degree and supervise students' theses in applied and industrial research in the field. Previously, I taught Medical Image Processing for a Bachelor's degree between 2022-2024.

Led the "Data Science Academy," creating and delivering AI training for all employee levels. Authored AI track syllabi, course outlines, instructional materials, and SCORM self-paced modules. Facilitated engaging, highly rated workshops using adult learning principles (andragogy). Co-led the AI transformation enablement team alongside change management. Consulted cross-functional teams on AI & DS solutions and developed strategic blueprints for responsible Agentic AI integration using existing tools.

Automating processes with Machine Learning and researching information extraction and retrieval techniques

MeetPlans is a platform that enables organizations, specifically in the field of Healthcare, to schedule and conduct online meeting and supply online medical presence to the organization clients.

Researching and developing Machine Learning models for information extraction from visually rich documents, using NLP techniques, deep learning, and Graph Neural Networks (GNNs)

Teaching and training a crash-course of a week (42 hours) in Natural Language Processing and related Machine Learning, including classical statistical NLP as well as deep learning methods (transformers & graph-based approaches)

Consulting clients & conducting workshops, developing cloud-based processes, building NLP solutions, engaging in events, and speaking at meetups.

dev team lead: system & DB Architecture design, Project Management; Software Development; Data science & data analytics; predictive machine learning models & recommendation system using Natural Language Procsssing; Speaker, Meetups-organizer, Taught Machine learning and gave technical talks, Lead hands-on machine-learning oriented workshops Mentored the junior developers and data scientists; Python, GoLang, PHP / Laravel, React + Typescript, VueJS, Docker + Kubernetes, MySQL, ArangoDB and many more

- Developing data-analytics dashboard using AngularJS/C# - Predictive maintenance - analyzing time-series and creating machine-learning based models for anomaly-detection - Analyzing customer churn - Contributing to the SDK/API layer using JS / Typescript - Designing module's internal architecture (OOD) - Giving talks about new technologies and methods Tech Stack: Python, Keras, R, C# / .NET, AngularJS, Typescript, SQL Server

- Working in a agile/scrum-team environment - Developed 'widgets' for analyzing user activity statistics using charts - Built a web-based email editor application Tech Stack: BackboneJS + MarionetteJS, NodeJS, LESS.css, JAVA

internship (biomedical engineering - Bioinformatics/data-science) During my biomedical engineering masters studies, I've been developing software for research purposes (citizen-science). The collected data was analyzed using Machine learning algorithms, such as graph-theory algorithms (SNA). Tech-stack: AngularJS, Node.JS (ExpressJS). DBs: Neo4J, MongoDB, Octave

ProductionMap is a SaaS that helps the configuration management of software deployment. I was working mostly on the front-end and coordinated a small team, on site and off-shore. During that time, I was responsible of: - Hands-on leading the development of the product's web facade, using Sencha Ext-JS 4 and mxGraph (jGraph) Javascript version. - Developing the back-end using ASP.NET/C#, WCF and SQL-Server (entity framework) as well as creating its API

I was the first employee of this startup, which was creating marketing mobile games, and developed web-based mobile apps, designed and developed the server architecture. Tech Stack: Flash AS3, HTML5, ASP.NET, JavaScript, nodeJS, Java (for android).

- managed a small development team - creating the infrastructures for Arkia Israeli Airlines website (ASP.NET, Oracle PL/SQL) - coordinated between a local Spanish team and Argentinean PHP development team for a start-up project in Palma de Mallorca, including hands-on development

I have developed an eCommerce solution product as part of a small ASP.NET team, as well as responsible for the Adobe Flash Actionscript3 development of few editor features.

During my B.A in computer science, I developed web and desktop applications as well as server-services using SQL Server & Oracle PL/SQL as a DB, and ASP / ASP.NET, Javascript, VB6. I also have used technologies such as BizTalk 2004 and Sharepoint 2004 and developed for it as well.

During this time as a freelancer I have developed a loan workflow management application for Citibank N.A. using VB6 and Sql Server; created an IP-Phone long distance calls billing software for a local company named E.I.M Telecom; assisted developing the website http://www.mustop.com in ASP; and instructed ASP/Javascript, JAVA and PL/SQL in the local branch of New Horizons LTD computer college.

Machine learning, Immune System, Applied Mathematics, Graph Theory Algorithms

Parallel computing J2ME - Java for Mobile devices