Mika Martin Broese

Created and updated market characteristics using semi-automated labeling workflows with Label Studio and AWS to support training of new supervised learning models. Updated over 2,000 features and contributed to market feature creation to the extent that new development reached a saturation point, shifting to on-demand creation only.

Served on the board of a self-help association for people with arm malformations, administering and developing the website. Responsible for organizing national meetings with 100-200 participants, handling registrations, coordinating music workshops for children, and managing technical logistics.

Developed a context-aware LLM chatbot and implemented centralized document retrieval from ten sources experimenting with various embedding models and vector stores. Delivered a functional chatbot prototype with integrated RAG pipelines using local and API-based embedding models.

Developed market research characteristics to support precise audience targeting and enhanced the feature creation process by integrating LLM-based automation into existing workflows. Created over 500 detailed market characteristics and automated more than 70 percent of feature creation steps.

Delivered programming workshops for secondary school students and mentored them through foundational Python and web development projects. Conducted over 50 workshops and supported students in building their own coding projects.

Acted as senior class representative, advocating for student interests and concerns, and serving as an intermediary between students and school administration. Participated in decision-making meetings regarding school equipment procurement and contributed to organizing sponsor and fundraising events.

Activities and societies: Thesis: ”Automated Model and Dataset Cards with LLMs”, Supervisor: Prof. Dr. Ricardo Usbeck and Dr. Debayan Banerjee, Relevant Courses: Advanced Programming in Python, Analysis of Sensor Data, Artificial Intelligence, Business Analytics, Databases, Simulation of AI Agents, Software Development, Statistics

Currently pursuing a Bachelor of Science in Information Systems. My thesis focuses on 'Automated Model and Dataset Cards with LLMs' under the supervision of Prof. Dr. Ricardo Usbeck and Dr. Debayan Banerjee. Relevant coursework includes Advanced Programming in Python, Artificial Intelligence, and Software Development.

Activities and societies: Major Courses: History and English, Minor Courses: Mathematics, Physics and German

Completed A-Levels with major courses in History and English. Minor courses included Mathematics, Physics, and German. This foundational education prepared me for higher academic pursuits.