Cindy Zhang Gao

Cindy Zhang Gao

Estatística

Porto Alegre, RS

Statistician with master in Epidemiology with experience in consulting, data science projects, Machine Learning models, statistical modelling applied to business for decision making, experience with big data analysis, indicator calculation, reporting and leadership of interdisciplinary projects.Experience with ETLs and managing relational databases.

Continuar lendo

Histórico profissional

Seção com dados editados pelo usuário

Experiência profissional

Bioestatitician/Epidemiolgist

2023 - Atual

Samay Health

Samay is an NSF/NIH/VC-backed company ($3.7M) developing a chest wearable and an AI-enabled management platform for respiratory health (7 issued patents). Our technology can detect COPD with a precision close to 90% and air trapping, an early predictor of exacerbations and mortality in COPD, with a precision of almost 80% surpassing the standard of care at home by 133%. Samay has the potential to eliminate 10M early deaths from COPD and save the $200B the disease will cost in COPD hospitalizations over the next 20 years in the US. We’re working with world leaders in the respiratory industry (ResMed), Silicon Valley’s audio/DSP experts (Google), pulmonologists (PCSI), and world-renowned KOLs in respiratory care (COPD Foundation, Spiromics, COPDGene, etc).

Data Specialist

2022 - Atual

AB InBev

Maintenance of ETLs for the automation of processes within the GCP . Development of data projects to solve needs around the portfolio of brands within reach and apply them for new briefs and optimizations.Predictive and prescriptive modelling from ML on consumer data. -Orchestration of models in GCP environment

Data Analyst

2021 - Atual

Infométrika

Data Consulting.Consolidate and process information from structured and unstructured secondary sources, from administrative records and information for Big Data.Carry out the estimation of statistical models, as well as the analysis and interpretation of their results

Analytics Trainee

2020 - Atual

Credibanco Banco de Investimento Credibanco S/A

Creation of dashboards in Power Bi for analysis and monitoring of KPI's, metrics and management indicators through ODBC connections -Statistical analysis of TMO (Average Operation Times) for improvement in operation processes. -Presentation of quarterly, monthly and weekly reports with projections on affiliations based on historical data.

Statistician Tutor

2017 - 2019

Universidad Nacional de Colombia

Supporting as a tutor in classes as Probability and Inference

Acadêmico

Seção com dados editados pelo usuário

Formação acadêmica

Mestrado em Epidemiologia

2021 - 2023

UFRGS
Orientador: Patricia Ziegelmann

Graduação em Estatística

2016 - 2021

UNIVERSIDAD NACIONAL DA COLOMBIA
Orientador: Liliana Lopez Kleine
Method for predicting the probability of kidney transplantation for patients on the waiting list in Colombia (https://www.revistarenal.org.ar/index.php/rndt/article/view/833/1273)