Portfolio
Minji Kim
AI Systems & Data Automations Fellow @ VIPC
About
About Me
Hello, I am Minji! I work at the intersection of people, technology, and information, dedicated to creating systems and designs that work for people. My focus is on building solutions that promote equitable access to resources, and I work on procuring and deploying technology that is accountable, inclusive, and built for the communities it serves to expand opportunities.
Currently, I am serving as an AI Systems & Data Automations Fellow at VIPC, where I deploy AI tools that reduce friction and expand opportunity within Virginia's innovation ecosystem.
Minors: Risk Management, Computing & Programming
Richmond, VA
Research & Work
Projects & Publications
- Introduced a novel dataset and vision-language model baseline for rewriting visual instructions while preserving user privacy — advancing responsible deployment of multimodal AI.
- Conducted as part of the AI/ML/NLP Labs research experience at UT Austin (Apr 2024 – Sep 2025).
- Supported by the UT Austin Undergraduate Research Fellowship ($7,500 in funding).
- Built an AI-powered statewide research intelligence platform on AWS aggregating multi-source publication data.
- Maps researcher pipelines and identifies commercialization opportunities across Virginia's university and higher education labs.
- Bridges the gap between academic innovation and market pathways for Virginia's startup ecosystem.
- Analyzed 4,000+ property records to identify community risk patterns using Pandas and Matplotlib.
- Consolidated and validated 100K+ external records to support city-wide risk modeling.
- Presented data-driven mitigation strategies directly to the Chief Data Officer and internal analytics team.
- Designed a multimodal emotion recognition system combining speech audio and ASR-derived text.
- Trained a late-fusion model on 7,400+ audio files, boosting classification accuracy by 30% over unimodal baselines.
- Built a prototype processing live voice inputs to evaluate real-time model performance.
Curriculum Vitae
Experience & Education
Education
Minor: Risk Management, Programming & Computation
Experience
Leadership
Honors & Awards
Skills
Coursework
Courses
Certifications
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Contact
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