11/27/2024 updated

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Experienced Software Engineer and Data Scientist with PhD

Strömstad, Sweden
Worldwide
PhD in Computer Science
Strömstad, Sweden
Worldwide
PhD in Computer Science

Profile attachments

CV_Dahlbom_2024-11-25_eng.pdf

Java (Programming Language).NET FrameworkArtificial IntelligenceAmazon Web ServicesData AnalysisAndroid (Software)Artificial Neural NetworksMicrosoft AzureBig DataC Sharp (Programming Language)C++ (Programming Language)Mobile Application DevelopmentCloud ComputingCluster AnalysisDatabasesContinuous IntegrationProgramming ToolsR (Programming Language)Apache HadoopPython (Programming Language)MATLABMachine LearningApache MavenMicrosoft SQL ServersMySQLOracle SQL DeveloperSoftware EngineeringSQLiteData ScienceApache SparkGitGoogle PlayPublishingSoftware Version ControlDatabase AdministrationProgramming Languages
Software Development
Proficient in multiple programming languages including C++, Java, .NET, C#, Python, and more. Experienced in various development tools and methodologies.

Data Science and Machine Learning
Expertise in data analysis, machine learning techniques, and AI applications. Skilled in using tools like Python, Matlab, R, and various ML frameworks. Expert in clustering and artificial neural networks.

Database Management
Knowledgeable in working with different database systems including MySQL, SQLite, Oracle SQL, and Microsoft SQL.

Mobile Development
Experience in Android app development and publishing on Google Play.

Cloud Technologies
Familiarity with cloud platforms such as Azure and AWS for development and deployment.

Version Control and CI/CD
Proficient in using Git, Maven, and other tools for version control and continuous integration.

Big Data Technologies
Knowledge of big data processing tools like Spark and Hadoop ecosystems.
 

Languages

EnglishFluentNorwegianBasic knowledgeSwedishNative speaker

Project history

Software Engineer/Data Scientist

Asian Town Trading AB
Development of tool for extraction and analysis of product order data from PDF, and automatic adjustments of prices to product database system. Tools: C# and Python integration, REST, JSON.

Data Scientist

Ekkono Solutions AB
Developing models and software in Python, Java and C++.

Data Scientist

TetraPak AB
Developing models and software for sales prediction using Python, Streamlit and Kedro.

Data Scientist

Eton Shirts AB AB
Refining models for customer suggestions.

Data Scientist

Monocl AB
Data engineer, developer, using Java, spark, python, AWS.

Data Scientist

Helsingborg municipality
Analysis of environmental reports and text extraction from PDF.

Data Scientist

Volvo Cars
Business Analytics group within Market Intelligence. Worked with Python and ML, customer clustering, feature bundling and similar tasks.

Data Scientist

Egmont Publishing AB, Malmö
Analysis of customer behaviors with intent of improving campaign models. Tools used include MSSQL, Python, Jupyter, Keras/Tensorflow, Logistisk regression.

Data Scientist

Eton Shirts AB
Analysis and modelling of body types using machine learning, for e commerce, with the purpose of improving customer recommendations. Tools used include Python/Jupyter, Keras/Tensorflow, and various clustering algorithms.

Data Scientist

Volvo Cars
Market Intelligence. Analysis of sales, customer segmentation, analysis of driving patterns. Python, Jupyter, clustering, linear regression, logistic regression, Tensorflow, Keras, geodata, and statistics from EuroStat, SCB, etc.

Supervisor

University of Skövde
Supervision and examination of projects and thesis work for Master students within data science.

Android developer

China Euro Vehicle Technology AB
Senior system developer, AI/machine learning specialist. Active in AI/ML workgroup. Java/C++/AOSP/Python/Tensorflow.

Developer

Jeppesen Systems
Developer in a team working with flight planning. Languages and tools include: C++, Java, Python, GIT, Jenkins, Artifactory, Maven, Linux, Spring, Postgres.

Senior Data Scientist

Advectas AB
Work with various types of projects in multiple domains (e.g. maritime, predictive maintenance, retail). Tools used include R, Python, Spark, Oracle SQL, Microsoft SQL, SPSS Modeler, IBM Bluemix and Microsoft Azure. Techniques used include e.g. decision trees, neural networks, clustering and random forests.

Text Modeler

KappAhl (in Advectas)
Text modeling, anomaly detection and trend detection of social media. Tools and techniques used include Java and Spark (short assignment, 40 hours).

Predictive Modeler

Lindex (in Advectas)
Predictive modeling of sales, store, traffic and weather data. Tools used include Oracle SQL and R (short assignment, 40 hours).

Predictive Modeler

Stena Aluminum (in Advectas)
Predictive modeling using sensor data from melting furnaces. Tools used include Microsoft Azure, pySpark and R.

Data Analyst

Marine Benchmark (in Advectas)
Clustering of AIS data. Tools and techniques used include Microsoft SQL and R.

Java Developer

Volvo Cars
CI, dashboard development, C#, Python, Java, Jenkins, Git, Artifactory, Subversion, Maven, Angular 2, Typescript, REST, JSON and Linux.

University lecturer in computer science

University of Skövde
Teaching in Data Mining, Java, C#, algorithms and data structures and information fusion. Research in data analysis, Machine Learning, Deep Learning, Information fusion. Program responsible for data science master program. Project leader in research project about analysis of golf data. Ca 70% research and 30% teaching.

Post-doc in computer science

University of Skövde
Work package leader in project about uncertainty management, threat evaluation and anomaly detection (using e.g. Bayesian networks). The project was carried out in collaboration with Saab AB (Electronic Defence Solutions, Security and Defence Solutions and Aeronautics) and Volvo Technology. Relevant software was developed using Java, Matlab and R. Teaching (~25%) in object oriented programming, information fusion, artificial intelligence in computer games, C# programming, final year projects and information fusion.

University lecturer in computer science

University of Skövde
Teaching in object-oriented programming (in Java), artificial intelligence in computer games, programming methodology (C++) and C# programming.

Systems developer

Mindark PE AB
Development of 3D game platform and adjoining sandbox tool. C++, version management, RPC-technologies, STL, BOOST, threading and synchronization, MFC, PHP, Python, HLSL, XML, XSL, SCRUM.

PhD student in computer science

University of Skövde
Focus on information fusion, artificial intelligence, machine learning and decision support. Relevant software developed in C++, .NET and LUA. The project was carried out in collaboration with Saab AB (Electronic Defence Systems). Teaching within programming, software engineering, and algorithms and data structures.

Web developer

UMIT AB
Development of a dynamic webshop concept and development of administration tool for ad sales, using PHP, MySQL and JavaScript.

Substitute teacher

Strömstad Gymnasium
Substitute in mathematics A-C, programming (Java), databases and physics A.

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