Experience

Professional experience

Database and Website Developer, JILA / NSF Q-SEnSE, University of Colorado Boulder (August 2025–present). I built the institute's publication database and public website, including automated metadata collection and citation-network analysis. The database supports annual NSF reporting, and the analytics are used in leadership reporting to NIST.
Data Scientist Intern, Faex Health (June–August 2026). I designed and implemented the analytics MCP server and developed a supervision workflow for three coding agents, with incident-linked decision logs and a comparison of instruction adherence. I also built the company website and managed production releases using specifications, human review and automated browser and accessibility checks.
Data Analyst → Data Scientist, Orange Poland (June 2023–July 2025). I automated an annual report covering 4.2 million subscribers, integrating deduplication, compliance checks and exports. A process that had required two months of work by a five-person team became an on-demand run of approximately 15 minutes. I also led cross-border data projects with partner operators and Orange's French and Turkish teams, and built two LLM-based automation agents for internal workflows.

Data Mining course assistant, CU Boulder (Fall 2026). I run the course's computing track and designed assignments comparing AI-assisted workflows. I also wrote the MS-DS student guide to the Alpine supercomputer, distributed by the program office.
Student Research Club Data Science, SGH (2023–2025). I delivered five lectures on language models and coordinated an NLP workshop for 100+ attendees.

My academic work is on the research and projects pages. Full details are in my CV (PDF).