Experience¶
Senior Machine Learning Engineer¶
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October 2022 - Present
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Developing machine learning models for video analysis, object detection, leveraging large language models for semantic understanding, speech-to-text for audio analysis, text classification for content categorization, text summarization for concise insights, and translation for cross-lingual applications.
- Ensuring the smooth daily operation of cloud compute resources, optimizing resource allocation and performance for model training and deployment.
- Technologies used: Python, HuggingFace, PyTorch, FastAPI, OpenCV, Docker and Git.
- Lead developer on nutserisoq.gl, an innovative AI translation platform bridging Danish and Kalallisut languages, helping preserve and promote Greenlandic cultural communication.
- Developer on tool.creatornation.io/, an advanced social media analytics technology that incorporates speech-to-text conversion alongside sophisticated content analysis for gender, age, and expression detection.
- Developer on mediacatch, a comprehensive Python package that streamlines API integrations, making it easier for developers to access the MediaCatch ecosystem.
- Lead developer on trends.mediacatch.io/, a platform that provides real-time insights into social media trends, enabling users to monitor and analyze trends across multiple platforms. The system combines speech-to-text transcription and optical character recognition (OCR) to extract deep insights from both visual and audio content across social platforms.
Robotics/Vision Engineer¶
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August 2021 – October 2022
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Developed new functionalities for mobile robots, robot arms, and advanced software and vision technologies.
- Ensuring code quality standards through rigorous code review and implementation of best practices.
- Developed and executed comprehensive test plans to ensure the delivery of high-quality, robust software applications.
- Technologies used: C++, ROS, OpenCV, Python, PyTorch, Docker, and Git.
- Developer on FacilityCobot a project about clearing and wiping tables in a cafeteria with a robot. FacilityCobot
IT Student Assistant¶
JM-Sytems
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March 2018 – September 2019
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Developed a web app for financial accounting using Microsoft .NET Core and Microsoft Azure.
- Technologies used: C#, JavaScript, HTML, and SQL.
- Employed in parallel with my studies.
Substitute Teacher¶
Kystskolen
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September 2015 – August 2016
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Worked as a substitute teacher, gaining experience in classroom management and student interaction.
1. Assistant¶
Netto, Dansk Supermarked
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March 2012 – September 2016
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Member of the store management team, responsible for store operations in the absence of the store manager.
- Developed management and customer service skills.
Cashier¶
Netto, Dansk Supermarked
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September 2010 – March 2012
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Provided customer service and contributed to the smooth running of the store.
- Gained valuable experience in customer interaction.