luoluo’s personal website (resume) work samples

Specialty: Customized Artifical Intelligence AI system and Algorithm Innovations in Artifical Intelligence (AIAI) for Computer Vision, time-series, audio, NLP

New Demos:

Computer Vision: Tracking from full-view video

(Office Must-Have) Text search and keyword summary engine for powerpoints: repo.

Chat-GPT assists programing and debugging: Blog

Speech removal, use cases: enhance music sounds, de-identify sensitive data

Demo: original video vs processed video

Annoying alarm sound removal demo with the comparison before and after processing.

New Algorithm Innovations:

Keywords: interpretable ML and, top-X factors identification method

Publication: interpretable framework to identify comorbidities associated with ED and in-patient recurrent visits (1-page Summary)

Experience Summary: Ph.D. in Electrical and Computer Engineering and M.S. in Applied Mathematics and Statistics from Johns Hopkins University; working in healthcare industry for $5+$ years. $10+$ years experience in Algorithm Innovations in Artificial Intelligence & Signal Processing.

Various signal modalities: natural image processing, medical image processing, radio frequency signals, physiological time-series (vitals, labs, ECG, impedance, Co2), audio signals, Electronic Health Records;

Theoretical machine learning works on topics of emsamble methods in sparse optimizations.

What is the importance of Algorithm Innovations in Artifical Intelligence (AIAI)? Just like customized made suit fits better to individual person compared to factory made suit, algorithm innovations provides customized algorithms to practical complex problems without a standarized text-book solution from off-the-shelf algorithm packages.

Miscellaneous:

I write blogs about data science and machine learning.

I love ballroom dancing and art designs.

Original card design. “Best wishes to the year 2022： pandemic is going to be over!” Copyright protected.