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@dariahorica
Data scientist skilled in AI-driven solutions, pipeline automation, and cross-functional collaboration.
I am a data scientist with 3+ years of experience building AI-driven prototypes, automating data pipelines, and turning complex datasets into actionable insights for academic and industry stakeholders.
I've developed production-oriented solutions including an AI grading prototype for 1,000+ handwritten exams using OCR, Python, and Azure OpenAI API, preprocessing and visualization pipelines with Streamlit, and automated energy-data pipelines that improved analytics reliability across pilot projects.
I contribute to the Swiss tech community through hackathons and conferences, co-authored a peer-reviewed paper on AI-assisted grading, and bring hands-on experience with LLMs, RAG, web development, and Agile team practices.
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Work history, roles, and key accomplishments
ETH Zurich
Jun 2023 - Jun 2025 (2 years)
Built an AI grading prototype processing 1,000+ handwritten exams using OCR and Azure OpenAI, and designed preprocessing and visualization pipelines to ensure reliable evaluation of GenAI models for academic decision-making.
HSLU - CCTES
May 2022 - Apr 2023 (11 months)
Developed automated Python pipelines for energy data collection and integrity checks, and validated multi-source energy KPIs enabling optimization across five pilot projects.
Performed frontend development with JavaScript, HTML and CSS per Figma designs, gained experience with TypeScript and Angular, and contributed within Agile/Scrum using Git and Jira.
Kinolife
Feb 2021 - Feb 2022 (1 year)
Negotiated and executed 100+ contracts with international filmmakers, acquired 150+ films and developed a digital distribution strategy including VOD and Amazon placements.
Markupus
Nov 2020 - Jan 2021 (2 months)
Implemented outreach strategies that increased lead response rate to 20%, supporting IT outsourcing sales and pre-sales activities.
Bavarian House
Oct 2019 - Mar 2020 (5 months)
Analyzed legal amendments impacting business operations in Ukraine, drafted reports, and provided consultation on studying in Germany and translation coordination.
Degrees, certifications, and relevant coursework
Master of Science, Applied Information and Data Science
2022 - 2025
Activities and societies: Co-developed projects including a Multilingual RAG system; participated in IBM watsonx GenAI Challenge '25.
Master of Science in Applied Information and Data Science program focused on applied data science methods and AI from 09/2022 to 09/2025.
Master of Science, Software Engineering
2021 - 2022
Activities and societies: Coursework and projects in software development; specific activities not provided.
Master of Science in Software Engineering pursued from 09/2021 to 12/2022 focusing on software development and engineering principles.
Bachelor of Law, Law; International Relations
2016 - 2020
Activities and societies: Completed practicums at the Ministry of Education (Law Department) and as a judge assistant at a District Court.
Bachelor of Law with studies in international relations, including mandatory practicums at the Ministry of Education and District Court, completed from 09/2016 to 06/2020.
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