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Machine Learning Engineer
Husnuye Yasar
,
Chiang Mai, Thailand
Experience
Other titles
Skills
I'm offering
I worked on data science topics with a strong math background and used predictive modeling, data
processing, and data mining algorithms to solve challenging business problems. I developed a standalone
executable python module to predict the electrical energy consumption of the factory. I worked on a
predictive maintenance project as well.
I m looking for a challenging and innovative career in the machine learning area.
processing, and data mining algorithms to solve challenging business problems. I developed a standalone
executable python module to predict the electrical energy consumption of the factory. I worked on a
predictive maintenance project as well.
I m looking for a challenging and innovative career in the machine learning area.
Markets
United States
United Kingdom
Lithuania
Denmark
Norway
Sweden
Links for more
Once you have created a company account and a job, you can access the profiles links.
Language
English
Good
Ready for
Larger project
Ongoing relation / part-time
Full time contractor
Available
My experience
2013 - 2019
job
Testing and Documentation Specialist
Ford Otosan (Ford Automotive Inc.), Kocaeli, TURKEY.
• Predictive maintenance project
• Electric Energy Consumption Forecasting System: I developed intricate algorithms based on deep-dive
statistical analysis and predictive data modeling to regression with Python and statsmodels library to predict
energy usage of factory buildings and production system with 99% R^2 and %95 accuracy.
My responsibilities include:
1)Collaborating with maintenance engineer professionals for understand whole process and do analyses;
2)Data quality assurance, data cleaning and curation, data visualization
3)Developing and implementing machine learning algorithms
4)Creating standalone executable python module for Web App;
5) Designing user interface of the forecasting system
• Using R programming, Apriori algorithm and Clustering figure out relation between databases.
• Machine Learning Research and Course (R&D)
• Visualization of Production Data using R
• Created customized reports in Tableau for data visualization
• Automation test (HR)
• Implementation of the document control process
• Implementation of Software Performance Testing
• Teaching of acquired Software foundation level test and advance level test knowledge to colleagues within the department
• Software Development and Process Engineering Department; the development of quality processes within the scope of research, development of applications in the area of new technologies and IT standards.
• The development of the testing process (TMMi)
• Functional tests( e-invoicing, CRM, HR, accounting systems, purchasing systems)
• Electric Energy Consumption Forecasting System: I developed intricate algorithms based on deep-dive
statistical analysis and predictive data modeling to regression with Python and statsmodels library to predict
energy usage of factory buildings and production system with 99% R^2 and %95 accuracy.
My responsibilities include:
1)Collaborating with maintenance engineer professionals for understand whole process and do analyses;
2)Data quality assurance, data cleaning and curation, data visualization
3)Developing and implementing machine learning algorithms
4)Creating standalone executable python module for Web App;
5) Designing user interface of the forecasting system
• Using R programming, Apriori algorithm and Clustering figure out relation between databases.
• Machine Learning Research and Course (R&D)
• Visualization of Production Data using R
• Created customized reports in Tableau for data visualization
• Automation test (HR)
• Implementation of the document control process
• Implementation of Software Performance Testing
• Teaching of acquired Software foundation level test and advance level test knowledge to colleagues within the department
• Software Development and Process Engineering Department; the development of quality processes within the scope of research, development of applications in the area of new technologies and IT standards.
• The development of the testing process (TMMi)
• Functional tests( e-invoicing, CRM, HR, accounting systems, purchasing systems)
Algorithms, Processes, Visualization, Energy, Process engineering, Production, Web, App, Testing, Software, Implementation, Development, Data quality, Quality assurance, Python, Teaching, It, Engineering, Forecasting, Automation test, Test, Data Modeling, Tableau, R, Automation, CRM, Software development, Research, Machine learning
2011 - 2013
job
Business Analyst
Ford Otosan (Ford Automotive Inc.), Kocaeli, TURKEY.
Preparation of requirement documents to complete project analysis.
Workflow drawing using Microsoft Visio
Functional testing( CRM, production systems)
Workflow drawing using Microsoft Visio
Functional testing( CRM, production systems)
Sql, Business Analysis, Excel
2008 - 2009
freelance
Freelance Math Teacher
İzmir.
My education
2003
-
2009
2003-2009 Dokuz Eylül University
Bachelor, Statistics
Bachelor, Statistics
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