Liad Magen
Angestellt, Machine Learning Researcher, Vienna University of Technology (TU Wien) / INSO
Wien, Österreich
Über mich
I'm a Machine Learning Researcher and a Data Scientist, with software engineering background. In particular, my expertise are in Natural Language Processing and information extraction from text and visually rich documents (such as websites, tickets, receipts, invoices, scanned contracts, etc.), as well as Graph Neural Networks and Computer Vision.
Werdegang
Berufserfahrung von 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
Bis heute 2 Jahre und 3 Monate, seit Feb. 2022
External Lecturer
IMC FH Krems
Teaching Medical Image Processing (BA)
Bis heute 2 Jahre und 10 Monate, seit Juli 2021
Machine Learning Researcher
Vienna University of Technology (TU Wien) / INSO
Automating processes with Machine Learning and researching information extraction and retrieval techniques
3 Jahre, Mai 2020 - Apr. 2023
Co-founder & CTO
MeetPlans
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.
1 Jahr und 9 Monate, Okt. 2019 - Juni 2021
Software & Machine Learning Engineer
Finmatics - Abacus Accounting Technologies GmbH
3 Monate, Sep. 2020 - Nov. 2020
AI & Natural Language Processing (NLP) Trainer
Asigmo
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)
7 Monate, März 2019 - Sep. 2019
AI & NLP Researcher
EnliteAI GmbH
9 Monate, Mai 2018 - Jan. 2019
Tech & AI Lead
WeAreDevelopers GmbH
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
3 Jahre und 11 Monate, Juni 2014 - Apr. 2018
Senior Agile Software Engineer
Nuance Communications Austria
- 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
8 Monate, Okt. 2013 - Mai 2014
Senior Frontend Dveloper
SmartFocus
- 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
1 Jahr, Sep. 2012 - Aug. 2013
internship (biomedical engineering - Bioinformatics/data-science)
University Paris Descartes
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
1 Jahr und 9 Monate, Jan. 2011 - Sep. 2012
Frontend Team Leader
ProductionMap
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
1 Jahr und 9 Monate, Jan. 2011 - Sep. 2012
Lead Software Developer
Brightspots
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).
4 Jahre und 1 Monat, Sep. 2008 - Sep. 2012
Senior Software Developer & Consultant
self-employed
- 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
1 Jahr und 9 Monate, Jan. 2006 - Sep. 2007
Software Eng.
XMPie (XEROX)
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.
3 Jahre und 6 Monate, Juli 2002 - Dez. 2005
Software Developer
PNMSoft LTD.
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.
1 Jahr und 6 Monate, Jan. 2001 - Juni 2002
Freelance Developer & Software Lecturer
Freelance
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.
Ausbildung von Liad Magen
11 Monate, Sep. 2012 - Juli 2013
BioMedical Ingineering
Paris Descartes University
Machine learning, Immune System, Applied Mathematics, Graph Theory Algorithms
3 Jahre und 7 Monate, Okt. 2003 - Apr. 2007
Computer Science
Tel Aviv-Jaffa College
Parallel computing J2ME - Java for Mobile devices
Sprachen
Englisch
Fließend
Spanisch
Gut
Portugiesisch
Grundlagen
Französisch
Gut
Hebräisch
Muttersprache
Deutsch
Gut