- Cindy Zhang Gao Estatística
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Estatística
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Experiência profissional
Bioestatitician/Epidemiolgist
2023 - Atual
Samay HealthSamay 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 InBevMaintenance 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
InfométrikaData 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/ACreation 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 ColombiaSupporting as a tutor in classes as Probability and Inference
Formação acadêmica
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)
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