Liad Magen

Living the Machine Learning dream.

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.

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)

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