Bridging AI, Data, and
Real-World Complexity
I'm a recent Master's graduate based in Copenhagen, building AI tools and data-driven workflows that turn real-world complexity into insight, strategy, and action across biology, marketing, and beyond.
Professional Trajectory
Master Student
Novo Nordisk · Måløv, Denmark
My master's thesis focuses on developing computational frameworks to evaluate batch-to-batch variability in single-cell RNA-seq data:
- Developed scBatch, a Python package integrating seven metrics for batch variability assessment, gaining end-to-end experience in software architecture, error handling, and user-oriented implementation.
- Created the entropy-based Batch Mixing Index (BMI) to quantify per-cell neighbourhood mixing with statistical testing, translating methodological gaps into implementable solutions.
- Applied the foundation model UCE to embed cell therapy batches into a shared latent space for variability assessment.
Bioinformatics Research Assistant
DTU HealthTech · Denmark
I worked in the Isoform Analysis Group for two years, which has been a transformative experience. I grew from a student focused mainly on theory into a bioinformatician working on real-world problems:
- Development and Maintenance: Contributed to the IsoformSwitchAnalyzeR R package, sharpening coding skills and building a can-do mindset for unfamiliar tools.
- Pipeline Development: Built optimised pipelines for large-scale data analysis with automation, quality control, HPC processing, and Git version control.
- Team Collaboration: Supported PhD students, postdocs, and master's students with data preprocessing and pipeline execution.
Consulting Intern
Illuminera, IQVIA · Shanghai, China
My first experience in a business setting, where I gained insight into the pharmaceutical market and developed professional skills:
- Market Research: Conducted market trend and competitor analyses to support client strategies in the pharmaceutical sector.
- Social Media Listening: Led data collection from RedNote and hospital communities to identify product gaps and inform positioning strategies.
- Client Engagement: Built relationships with clients and KOLs, coordinating stakeholder alignment and project delivery.
- Strategic Reporting: Delivered insights using PowerPoint and Power BI, translating data into actionable business recommendations.
Selected Projects
DailyJobMatch
A personal workflow for collecting, filtering, and organizing job opportunities, designed to make job searching more structured and data-driven.
Job Market Analytics
An exploratory analysis project based on bioinformatics and data-related job postings in Denmark, focused on understanding hiring patterns and skill demand.
Personal Job Tracker Web App
A personal web-based tracker evolving from a self-contained HTML page into a database-backed application for managing job applications across devices.
Core Competencies
Scientific Contributions
IsoformSwitchAnalyzeR v2: Analysis of Functional Isoform Changes in Long-read and Single-cell Sequencing Data
Han, C., Gilis, J., Iriondo Delgado, E., Clement, L., & Vitting-Seerup, K.
medRxiv, 2025Beyond the Gene in Genetics: How Isoform-Resolved Analysis Empowers the Study of Both Common and Rare Genetic Variation
Mikkelsen, J. M., Han, C., Kanakoglou, D. S., Tiberi, S., & Vitting-Seerup, K.
Let's connect
I'm actively looking for exciting opportunities within data and AI. If you are hiring or would like to collaborate, feel free to reach out.
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