Mohammad POULDOUST

Representation Learning for Anomaly Detection Large-Scale Visualization and Data Analysis

• Employ Machine Learning techniques to build proactive Academic Advising System • Data Preprocessing & Features Engineering to extract domain-based features • Achieved promising & robust results to deploy the system • Implement Crawler to scrape complementary data • Keywords: Linear Regression, Random Forest and Closed Pattern Mining

- Backend-Team Project Manager & Developer (Java, Spring MVC, JPA, Hibernate, MySQL) for Maid.cc ERP System - Database Design and System Design - Full-Stack Salesforce Developer using Apex, SOQL, JQuery, jQuery Mobile, HTML and CSS - Team Management - Requirements Gathering - Requirements Analysis. - Scrum Master - Creating Business process workflow (BPMN) - Organizing & Delegating tasks.

- Full Stack Developer & Team Leader on Tarasol – Correspondence Management System with ASP.NET using VB.NET, SQL, PL/SQL, JQuery, jQuery Mobile, HTML, CSS. - Full support and bug fixing on Tarasol System. - Implementing Load Balancing for Tarasol System. - Performance Analysis. - Database Management and Reporting

- Data Analysis - Machine Learning - Optimization & Operational Research - Data Mining and Knowledge Discovery - Computer Vision - Advanced Machine Learning - Probabilistic Graphical Models - Data Mining for Big Data - Deep Learning - Machine Learning and Data Mining Project