Hey! I am

Mehdi Golzadeh

I'm a

About

About Me

Wrong is wrong, even if everyone is doing it.
Right is right, even if no one is doing it.

  • Name: Mehdi Golzadeh
  • Date of birth: June 28, 1985
  • Address: Brussels, Belgium
  • Zip code: 1040
  • Email: mehdi.golzadeh@umons.ac.be
  • Phone: +32-493-785412

Education

2013-2015

Master of Science in information technology - 18.76/20

University of Tehran

Thesis:
A multi-agent system for prediction of regression problems. A case study of Parkinson disease prediction. (Multi-agent systems – Ensemble learning – Negative correlation learning – Neural networks – Regression – Agent-mining). Advisor: Dr. Esmaeil Hadavandi

Seminar:
Autonomous agents and multi-agent systems and different methods of implementation of intelligent multi-agent systems.

Courses:
Data mining (19.3/20), Distributed Artificial intelligence (18.2/20), Advanced Database Systems (20/20), Security contacts (17/20), Information Technology Management (17/20), E-Business (19.5/20), Multimedia Systems (19/20), Computer Networks (18/20), Seminar (19/20)

Other activities:
- Used Data mining techniques to extract useful knowledge from annual sale invoices of Alborz Distribution ( wholesale company ) to have a better insight of business and strategic planning for sale and warehousing. Dr. E. Hadavandi
- Python and Matlab for Data mining and artificial intelligence class.

2004-2008

Bachelor of Science in information technology - 16.67/20

Azad University

TA ( Advanced programming, Computer architecture, Human and computer interaction courses )

Courses:
Advanced Programming (19/20), Data Structures (18/20), Engineering Probability and Statistics (17/20), Theory of Machine Languages (15/20), Algorithm Design (17/20), Principles of Database Design (20/20), Artificial Intelligence (16/20), Software Engineering1 (18.5/20), Expert Decision systems (15/20), Software Engineering2 (16/20), Human-computer Interaction (20/20), Final Project (19.5/20)

Experience

2022-Now

Data Scientist and Machine learning engineer

Telenet

- Achievements

• Exploring the machine learning process at Telenet
• Processing big data using Hadoop, Spark, python and SPSS modeer
• Identifying challenges to implement machine learning operation tools (MLOps in on-prem and AWS environment)
• Implement a workflow automation process for data scintists.

2017-Now

Data Science and Software Engineering Researcher

University of Mons

- Achievements

• Perform data collection, cleaning and integration from different software development resources (i.e., GitHub API, GraphQL API, CouchDB)
• Develop python libraries to enhance data analysis processes
• Take advantage of different Python libraries for data processing, data visualisation, machine learning, and NLP in projects (i.e., Pandas, Seaborn, scikit-learn, Scipy, NTLK, spaCy, Keras, pyspark etc.)
• Analyse software development data to propose recommendation and solutions through a combination of machine learning and statistical analysis (survival analysis, statistical tests)
• Develop machine learning models for software engineering-related tasks to create data-driven insights
• Create, manage and document replication packages for projects using Jupyter notebooks.
• Use Microsoft Azure (Databases, pipelines, integration)
• Prepare and present detailed reports
• Regular collaboration with external partners from academia
• Query big data using pyspark.
• Use Tableau, Rapid miner, Weka to analyze data and create models in initial step of the projects
• Process mining using Disco and PROM
• Data anonymization to comply with GDPR regulations

2014-2019

Software Developer

Mat IT Solutions

- Achievements

• Developed more than 4 enterprise application (J2EE, Spring-MVC, Spring-boot, Spring security, JPA, Hibernate, Thymeleaf, JQuery, CSS3)
• Designed and developed applications with most recent design patterns
• Designed and developed biometric applications
• Designed and developed large-scale distributed front-end application (C# - WPF - MVVM – Prism, SOAP services)
• Developed Enterprise rest web services
• Developed application modules for smartcard utilization
• Designed and developed Android applications (JAVA - SQLite - rest web services)
• Participated in design, code reviews and updated the document with unit testing results of applications.
• Resolved bottlenecks by coordinating between stakeholders and functional analysts
• Received company commendation for finding solutions to some bugs
• In charge of extracting knowledge from gathered data and fraud detection in biometric info.
• Debug errors, upgrade interfaces and improve performance.
• Managing different projects at the same time.

2012-2014

Software Developer

F-dev co

- Achievements

• Designed and developed 2 Android applications (JAVA - SQLite - rest web services)
• Designed and developed more than 10 websites for different companies.
• Designed and developed application with most recent design patterns
• Followed scrum methodology in software development process

2014-2015

IT Instructor (part time)

Jahad Daneshgahi Tehran

Fundamental and advanced programming courses

Skills

Programming

95%

Data proccesing

98%

Data visualization

75%

Machine learning

80%

SQL

85%

ML operations (MLOps)

75%

Apache spark

80%

NLP

70%

Amazon AWS

70%

Awards

2019

Research Funding (FNRS-FWO)

University of Mons - Belgium

4 Years full of research funding in software engineering.

2017

Top Employee

Mat IT Solutions
2015

University of Tehran

Ranked 1st

Ranked 1 among students of Information Technology in M.Sc.

2012

Konkor Exam

Ranked 151

Ranked 151 among 23000 participants in university entrance.

Bots

Researches

Researches

Photography

Photography

I am a professional photographer, you can find all my works with axozendegi brand here www.axozendegi.ir

Monuments

Famous places

People

Artistic and modeling

Social

Social Network

Follow me on social networks

I'm Available for research collaboration

Please contact me for any kind of collaboration in research or proposing a project.

Contact

Contact Me

Please call me in case of emergency otherwise leave me a message.

Address

Brussels, Belgium 1040

Contact Number

+32 493 785412

Email Address

mehdi.golzadeh@umons

Telegram

@MhDG7