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jgers32/README.md

Hi, I'm Julia 👋

Ph.D. Candidate in Electrical & Computer Engineering @ University of Michigan, building intelligent, multimodal sensing systems that live at the edge (literally).

  • 🔭 Currently a Visiting PhD Researcher at Argonne National Laboratory, building CrossSense: a multimodal contrastive learning pipeline + federated vectorDBs over the Sage edge sensing infrastructure
  • 🎓 DOE Computational Science Graduate Fellow (2025–2029)
  • 📝 Editor-in-Chief, ACM XRDS Magazine
  • 🌱 Always building side projects — homelab dev, wearables, and sensors for everything (including Hedgehogs!🦔)
  • 🌐 More at juliagersey.com

🔬 Research & Interests

Embedded Systems Mobile & IoT Sensing Edge AI Multimodal ML Environmental Monitoring

🛠️ Current Research Projects

  • CrossSense: multimodal contrastive embedding pipeline (RGB, thermal, audio, environmental) over Sage edge nodes
  • Everything Sensor: autonomous multimodal acoustic + environmental monitoring platform for wildlife health & activity monitoring
  • NeighborDrive: vehicle-mounted multimodal sensing platform combining air-quality, environmental, vision, and GPS data to study neighborhood-scale urban conditions

💻 Current Side Projects

  • JAQ: wearable air quality sensor (Julia's Air Quality) built on the Adafruit Feather ecosystem + iOS app integration
  • Pixel Dasher: easily changeable LED panel via discord commands, docker, and open APIs

"I never am really satisfied that I understand anything; because, understand it well as I may, my comprehension can only be an infinitesimal fraction of all I want to understand."
Ada Lovelace

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