AI/ML Hackathons

🐕 Fetcher: A Work Sidekick
repo | slides | page

Fetcher is a chatbot that integrates into popular chat platforms such as Discord and Slack to seamlessly help users find relevant people and documents to save them from endless frustrating search. It does this by semantically searching chat messages to find the most relevant results and help to deliver actions that leads to a peace of mind. Fetcher differs from traditional keyword search engines in that it searches by the meaning of the query, not just by keywords. It also enables multi lingual search, so that global teams can more quickly find important information even when language is a barrier. Since Fetcher searches in the embedding space, this search engine can extend to multi modal modes that includes audio and images.*

🧐 Smarty: A Mindful Personal Assistant
repo | slides | demo | page

Smarty uses generative AI to “quiet the noise” so you can work peacefully to get things done. It is a personalized task planner that uses generative AI to understand natural language semantics and evaluate the importance and urgency of your tasks, then prioritizes and batches them rigorously so you can focus on accomplishing what matters the most.

⚗️ Distill.ai: An AI Meeting Assistant
repo | slides | demo | page

Distiller uses generative AI to condense information shared during meetings into bit-sized summaries and provide inspirations and actionable plans to drive projects forward productively.

🔎 PodSearch: Find + Explore Podcasts
repo | slides | demo | page

Have an interesting idea you want to learn more about but can’t find the most relevant podcast to listen to? Look no further! Our app uses semantic search to quickly and accurately find the most relevant podcasts you’re interested in. Try it out today and see for yourself how our app can make your search a breeze!

PhD Research

What I did during my PhD:

Publications

  • M. Gallagher-Jones*, C. S. B. Dias*, A. Pryor Jr.*, K. Bouchmella, L. Zhao, Y. H. Lo, M. B. Cardoso, D. Shapiro, J. A. Rodriguez and J. Miao. Correlative cellular ptychography with functionalized nanoparticles at the Fe L-edge. Scientific Reports 7, 4757 (2017). [Article]

  • A. Pryor Jr., Y. Yang, A. Rana, M. Gallagher-Jones, J. Zhou, Y. H. Lo, G. Melinte, W. Chiu, J. A. Rodriguez, J. Miao. GENFIRE: A generalized Fourier iterative reconstruction algorithm for high-resolution 3D imaging. Scientific Reports 7, 10409 (2017). [Article]

  • Y. H. Lo, L. Zhao, M. Gallagher-Jones, A. Rana, J. Lodico, W. Xiao, B.C. Regan, J. Miao. In situ coherent diffractive imaging. Nature communications 9, 1826 (2018). [Article]

  • J. Deng*, Y. H. Lo*, M. Gallagher-Jones, S. Chen, A. Pryor Jr., Q. Jin, Y. P. Hong, Y. S. G. Nashed, S. Vogt, J. Miao, C. Jacobsen. Correlative 3D x-ray fluorescence and ptychographic tomography of frozen-hydrated green algae. Science Advances 4, eaau4548 (2018). [Article]

  • Y. H. Lo, C.-T. Liao, J. Zhou, A. Rana, C. S. Bevis, G. Gui, B. Enders, K. M. Cannon, Y.-S.Yu, R. Celestre, K. Nowrouzi, D. Shapiro, H. Kapteyn, R. Falcone, C. Bennett, M. Murnane, J. Miao. Multimodal x-ray and electron microscopy of the Allende meteorite. Science Advances 5, eaax3009 (2019). [Phys.org Highlight] [Article]

  • Y. H. Lo, J. Zhou, A. Rana, D. Morrill, C. Gentry, B. Enders, Y.-S. Yu, C.-Y. Sun, D. Shapiro, R. Falcone, H. Kapteyn, M. Murnane, P. U. P. A. Gilbert, J. Miao. X-ray linear dichroic ptychography reveals mis-orientations within coral skeleton ‘single crystals’. Submitted (2019).

  • A. Rana, J. Zhang, M. Pham, A. Yuan, Y. H. Lo, H. Jiang, S. Osher, J. Miao. Ptychographic coherent diffractive imaging for attosecond pulses. Submitted (2019).

* denotes equal contribution. See my Google Scholar page for more detail.