Madhumita Narayan
1. About
I'm a current Computer Science undergrad at the University of Illinois Urbana-Champaign.
2. Links
3. Projects and Previous Work
- Autonomous Agriculture Vehicle
- 1st Place hardware project @ HackIllinois 2024
- Prototype for precision agriculture vehicle, able to navigate course autonomously with
color detection and obstacle recognition
- OpenCV, Raspberry Pi
- MatchIllinois
- 1st Place @ Dev Ada 2024
- Optimized team-matching with BERTopic, Latent Dirichlet Allocation
allocation, and probabilistic rankings
- Currently used to place students in groups for UIUC's CS 124H class
- ASL AI
- 1st Place @ Code Ada 2024
- Computer Vision-based American Sign Language tool to recognize and provide
feedback on user's signing skills
- BioThings Explorer
- Part of internship at The Su Lab @ The Scripps Research Institute
- Transformed raw unstructured data into deployable and interoperable APIs
and worked on API query engine
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Publication
- Text Extraction and Summarization
- Part of research at the Center for Health Informatics, a WHO Collaborating Center
- Created end-to-end PDF processing pipeline and
finetuned SciBERTSUM to produce abstractive summaries of peer-reviewed
papers for use in misinformation management by public health officials
More on GitHub!