Data Java
Resume:
Arian Hosseinzadeh
Montreal, QC, Canada H2X 3P7
*****.************@**.******.**
www.linkedin.com/in/arianhosseinzadeh
Education
**** – 2013
Master of Science, Computer Science, McGill University
Montreal, QC, Canada
Courses: Distributed System – Machine Learning – Object Oriented Software Development – Game
Theory – Analysis of Correlated Data – Advanced Topics on Social Networks
2005-2010
Bachelor of Science, Computer Engineering, Sharif University of Technology
Tehran, Iran
Courses: Information Retrieval – Operating Systems – Database Systems – Advanced Programming
(Java) – Data Structure – Algorithm Design
Academic Projects
Assessing the Predictability of Hospital Readmission Using Machine Learning [Master’s Thesis] 2013
[Published in the 25th Annual Conference on Innovative Applications of Artificial Intelligence - IAAI
2013]
Investigating predictive power of available administrative data, we discovered that substantial portion
of readmission is inherently hard to predict. It was showed that raw readmission rate as an indicator
of the quality of provided care might not be appropriate.
Used Java programming language, RapidMiner data mining software & SQL
2013
Mining hospital admission-discharge data to discover the chance of readmission
[Published in 2nd Workshop on Data Mining for Medicine and Healthcare – DMMH 2013]
Investigated combination of machine learning techniques to assess chance of patients’ readmission to
hospitals. It was discovered that lung cancer is a frequent cause of admission within hard-to-predict
patients.
Used Java programming language, RapidMiner data mining software & SQL
2012
Mining Administrative Data to Predict Falls in the Elderly Population
[Published in the 25th Canadian Conference on Artificial Intelligence - Canadian AI 2012]
Investigated the use of supervised learning methods for predicting falls in individuals based on
medical administrative data. Our preliminary empirical investigation yielded promising results.
Used Java programming language, Rapidminer data mining software & SQL
2012
A Fault-Tolerant Distributed System - Itinerary Service
Developed a fault-tolerant distributed system by means of Remote Method Invocation in Java.
Gained a great insight of distributed systems concepts (Communication concepts, Recovery
techniques, Transaction Management, Deadlock Resolving, Group Communication Methods)
Used Java programming language & RMI library
2012
A software for an automatic highway toll collection system following a model-driven approach
Developed Use Case Map, Domain Model, Operation Model (using OCL), Interaction Model
(Sequence Diagram), Dependency Model, Design Class Model & Communication Diagram using
Reusable Aspect Model
Used jUCM & TouchRAM
2012
Delinquency & Friendship Relation Inference of Students' Networks in Dutch High Schools
Applied Machine Learning methods (Naïve Bayes and Decision Trees) on delinquency & friendship
network data available on Dutch high schools to infer the friendship between students & delinquency
level of individuals.
Used Java programming language, RapidMiner data mining software & SQL
2012
Study of Correlation between Delinquencies of Students and their Social & Individual
Attributes in Dutch High Schools
Studied association between delinquency of students & their individual & social attributes by use of
multilevel mixed models. A number of interesting social science theories confirmed mathematically.
Used Java, SAS & SQL
2010
Visualizing Moodle Data Using Business Intelligence Concepts and Tools
Developed a dashboard on Moodle e-learning platform for University of Tehran E-learning Center
Used Microsoft Business Intelligence Studio 2008
2009
A Web-based University Enrollment and Courseware Management System
Used PHP, HTML, CSS, JavaScript
2009
Experimenting 3 Techniques of Modern Information Retrieval on Hamshahri Corpus
Used Java programming languages
2008
Intelligent Chess Player Agent
Used Java programming language
2007
Ethereal Packet Sniffer & Traffic Analyzer with Filtering Feature
Developed Ethereal Packet Sniffer with the ability to analyze the packets giving statistical results on
the number & types of packets & a feature to filter specific senders or various types of packets.
Used Java programming language & Java Socket library
Work Experience
2011-2013
Research Assistant at McGill Health & Clinical Institute Surveillance Laboratory
Montreal, QC, Canada
Experimenting and developing machine learning solutions for mining large-scale health datasets
2009-2010
Developer at DAYCHE Data Mining Group
Tehran, Iran
Developed data mining solutions for customer relationship management systems of industrial
companies
Technical Qualifications
Java, MatLab ; Basic: C
Programming Languages:
HTML, CSS Basic: JavaScript, PHP
Web Technologies:
SQL, Microsoft SQL Server; Basic: Microsoft Business Intelligence Studio
Database Systems:
RapidMiner, Weka
Machine Learning Packages:
Microsoft Windows, Basic: Linux
Operating System
Honors and Awards
2011-2013
CIHR (Canadian Institute of Health Research) Award
McGill University, Montreal, QC, Canada
25th American Association of Artificial Intelligence (AAAI) Conference Scholarship Award July 2013
Bellevue, Washington, United States
Certifications
2012
Basic Business Skills Certificate
Desautels Faculty of Management, McGill University
2010
Data Mining Application in Customer Relationship Management (CRM)
TÜV Rheinland Academy
2010
Intermediate Data Mining, Advance in Predictive & Unsupervised Learning
TÜV Rheinland Academy
Languages
English (Proficient) Persian (Native Language)
References available upon request
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