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Emmanuel Sam is listed as Ph.D. Research Fellow @ University of Bergen // I exploit the properties of data sets and knowledge of problem structure and application domain to design algorithms and implementations driven by specific applications. based in Bergen, Vestland, Norway. AeroLeads shows a matched LinkedIn profile for Emmanuel Sam.
Emmanuel Sam previously worked as Research Fellow at University Of Bergen and Lecturer/IT Solutions Developer at Wisconsin International University College, Ghana. Emmanuel Sam holds Phd Candidate, Informatics from University Of Bergen.
Algorithm / Software Developer/Data Scientist with 5+ years of experience in software development, parameterized complexity analysis, and machine learning. I research data-driven problem-solving approaches and effective and efficient algorithms to support informed decision-making.π²ππ πΊπππππ πππ π»ππππ: Python, C++, Java, C#, Visual Basic.Net, SQL, R, Tableau, ETL and Data modeling, Machine Learning, and Algorithm design.π»ππ πππππππππ πππ πππ π πππ ππππππππ ππ ππ πππππππππππππππ:π· Designed four preprocessing algorithms with applications in network design and data visualizationπ· Developed a color image segmentation (by pixel classification) algorithm using the Echo State Network model.π· Supervised and coordinated 6+ process improvement projects, with one leading to over a 30% increase in student admissions and another resulting in more efficient course and exam timetabling.
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Bergen, Vestland, Norway
βΌ Participated in developing visualization software to explore an innovative idea for discovering secondary measurements that influence the complexity of computational problems. βΌ Investigated the parameterized complexity of computing graph structures with data visualization and network design applications, resulting in three research papers in renowned.
Accra, Greater Accra Region, Ghana
βΌ Initiated and participated in the development of a Curriculum Management System (CMS)βΌ Customized an open-source course and exam scheduler and integrated it with the CMS and other relevant systems using SSIS data pipelinesβΌ Managed the University's timetabling process, improving course scheduling and resource allocationβΌ Guided the selection of project.
Cape Coast, Central Region, Ghana
βΌ Developed a Tensor-based image segmentation model using Echo State Network.βΌ Analyzed the performance of the ESN model for non-temporal tasks. βΌ Analyzed the impact of the major hyperparameters of ESN on its accuracy using recurrence plots.
Accra, Greater Accra Region, Ghana
βΌ Collaborated with team members to design questionnaires and collect data for market analysis. βΌ Performed data cleansing, merging, and transformation while ensuring the accuracy and integrity of the datasets. βΌ Contributed to identifying trends, correlations, and patterns in data using regression analysis, time-series analysis, ANOVA, hypothesis testing.
Accra, Greater Accra Region, Ghana
βΌ Provided instructional assistance to students with quantitative methods and probability, statistics challenges, and Visual Basic. Net, leading to improved academic performance.βΌ Conducted end-of-semester analysis of student data, including data about attendance and student evaluation of teaching, resulting in improved teaching and learning.
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Emmanuel Sam is listed as Ph.D. Research Fellow @ University of Bergen // I exploit the properties of data sets and knowledge of problem structure and application domain to design algorithms and implementations driven by specific applications..
Emmanuel Sam is based in Bergen, Vestland, Norway.
Emmanuel Sam has worked for University Of Bergen, Wisconsin International University College, Ghana, University Of Cape Coast, and Research And Marketing Services International.
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Emmanuel Sam holds Phd Candidate, Informatics from University Of Bergen.
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