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@felixagyekummanu
Geomatics student leveraging machine learning and geospatial data to drive spatial insights.
I am a geomatic engineering student passionate about applying machine learning and AI to solve spatial problems in urban planning, environmental monitoring, and infrastructure development. I combine academic training with hands-on internship experience to turn geospatial data into actionable insights.
My experience includes data science work with British Airways where I scraped and analyzed customer reviews and built predictive models, and prompt engineering research at Rochester Institute of Technology focused on optimizing LLM performance and integration. I have also completed practical surveying and IT support roles that strengthened my technical troubleshooting and field skills.
I am committed to ethical, data-driven solutions and continuous learning, holding certifications in machine learning, geospatial analysis, data visualization, and feature engineering. I enjoy collaborating across teams to integrate AI and spatial data into real-world workflows that improve decision-making.
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Work history, roles, and key accomplishments
Excelerate (RIT)
Apr 2025 - May 2025 (1 month)
Researched prompt optimization for large language models, evaluated LLM frameworks and collaborated with product and engineering teams to integrate prompts into workflows with documentation on best practices.
Odupong Land Secretariat
Jun 2024 - Sep 2024 (3 months)
Provided technical support for digital systems, resolved software issues to improve functionality, and facilitated training sessions that increased team digital literacy and productivity.
British Airways
May 2025 - Present (6 months)
Applied data science techniques to airline data, scraped and analyzed customer reviews, and developed a predictive model identifying factors influencing customer booking preferences.
Degrees, certifications, and relevant coursework
Bachelor of Science, Geomatic Engineering
Pursuing a Bachelor of Science in Geomatic Engineering with expected completion in November 2028, focusing on geospatial data, surveying, and applications of machine learning in spatial problems.
W.A.S.S.C.E., Business
2021 - 2023
Completed W.A.S.S.C.E. (Business) at Apam Senior High School between March 2021 and September 2023.
Software and tools used professionally
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