About Me

Ginny Z

Data scientist by day, Dancer by night || Sr. DS manager@Fidelity AICOE, alum@UT & @CMU.

My Career

Fidelity Investment

Sr. DS researching on DL powered PII annoymization for customer interactions

Aug. 2022
Sr. Data Scientist Manager, AICOE

Novartis

Ph.D. DS researching on Ankylosing spondylitis patients clinical predictions, with state of the art attention based deep multiple instance learning. Awesome mentors; Thibaud Coroller and Yao Chen

May. 2021
PhD Data Scientist, Advanced Methodology Data Science

The University of Texas Health Science Center at Houston

Ph.D. candidate researching on recommendation systems with Dr.Ashraf Yaseen, and previously pytorch EHR with Dr.Zhi.

Dec. 2018
PhD researcher

Shell Global Solutions

Data scientist leading 2 projects, refinery decoking prediction with LSTM and MTR forms information extraction with TesseractOCR and NLP; Awesome mentor Deval Pandya.

May. 2018
Data Scientist

My Skills

My Projects

Scholarly recommendation systems

Current/ongoing PhD project

Heart failure onset risk prediction

Previous PhD research project

Attention-based Multiple Instance Learning on medical X-rays

Summer 2021 project at Novartis

Refinery decoking prediction

Summer project at Shell

Information extraction

Summer project at Shell