Summary
Overview
Work History
Education
Skills
Languages
Certification
Accomplishments
Work Availability
Work Preference
Interests
Software
Timeline
BusinessAnalyst
Carlos  Herrera Ugarte

Carlos Herrera Ugarte

Clinical Data Scientist
Guadalajara,Guadalajara

Summary

Adept Senior Data Scientist with a proven track record at Cryoholdco, integrating complex financial data and spearheading innovative projects in stem cell research. Expert in predictive modeling, machine learning, and fostering cross-functional collaboration. Achieved transformative business insights and improved patient outcomes through advanced data analysis and machine learning.

Overview

6
6
years of professional experience

Work History

Senior Data Scientist

Cryoholdco
01.2023 - Current

Lead role integrating financial data from 13 stem cell laboratories across Argentina, Brazil, Colombia, Mexico, and Peru into a consolidated database. Develop predictive models to forecast business health, 5-year runway, and churn rates. Design and implement a web service API for managing patient genetic data. Spearhead a cutting-edge project utilizing computer vision to automatically analyze and determine cell counts and health in microscopy samples of expansion stem cell batches. Collaborate with cross-functional teams to drive data-informed decision making and strategic planning. Mentor junior team members and oversee project delivery from conception to completion. Utilize advanced analytical techniques, machine learning algorithms, and data visualization tools to extract actionable insights from complex datasets. Implement best practices in data governance, security, and compliance across international borders. Drive innovation in data science applications to transform business operations and improve patient outcomes.

Data Scientist

Arrendamas SRL De CV
01.2021 - 11.2023

External consultant and data scientist, developer for business intelligence apps both for operative use inside the company as well as data visualization and analysis applications with predictive algorithms.


Graph Neural Networks program for monitoring clients and prospects with geographical background dedicated to social and environmental risk assessment.

Research Analyst

Universidad De Guadalajara (Hospital Civil)
03.2019 - 06.2021
  • Developed architecture for multi-centric study data hosting.
  • Analyzed large volume of data to identify patterns, trends and correlations.
  • Conducted in-depth qualitative and quantitative research to identify trends and generate insights.
  • Analyzed statistical data using both modern and traditional methods.

Education

M.D. - Clinical Data Science

Universidad Autonoma De Guadalajara
Guadalajara, Jalisco, Mexico
08-2018

General Physician - General Surgery

Universidad Autonoma De Guadalajara
Guadalajara, Jalisco, Mexico
01-2012

Skills

  • Predictive modeling
  • Statistical modeling
  • Time-series analysis
  • Machine Learning
  • Python Programming
  • Data Mining
  • BI tools expertise
  • Large dataset manipulation
  • Geospatial analysis
  • Deep learning
  • Statistical Analysis
  • Business Forecasting

Languages

Spanish
Bilingual or Proficient (C2)
English
Bilingual or Proficient (C2)
French
Intermediate (B1)

Certification

  • Certified [Senior Data Scientist], [Cryoholdco] - [2023 - present]
  • Certified [Data Scientist], Arrendamas SRL de CV - [2021 - 2023]
  • [Clinical Data Science], [Hospitales Civiles] - [2018-2021]
  • [General Surgery] Training - [2012-1014]

Accomplishments

  • Led team of [10] senior engineers in the development of [ERP & LIMS integration for LATAM].
  • Achieved [AI assisted de-novo molecules] by introducing [QSAR - GNN algorithm] for [drug design] tasks
  • Achieved [financial & environmental risk assessment] by introducing [Arcgis in house application] for [geographical] tasks.

Work Availability

monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Work Preference

Work Type

Gig WorkPart TimeFull Time

Work Location

Remote

Important To Me

Career advancementWork-life balanceCompany Culture

Interests

In my spare time i enjoy skateboarding, surfing and playing chess

Software

Python

SQL, Arrow, Pq

PowerBI

ARCgis

Torch, Tensorflow, Sklearn

Pandas, Polars

Seaborn, Matplotlib, Plotly, Altair

Timeline

Senior Data Scientist

Cryoholdco
01.2023 - Current

Data Scientist

Arrendamas SRL De CV
01.2021 - 11.2023

Research Analyst

Universidad De Guadalajara (Hospital Civil)
03.2019 - 06.2021

M.D. - Clinical Data Science

Universidad Autonoma De Guadalajara

General Physician - General Surgery

Universidad Autonoma De Guadalajara
Carlos Herrera UgarteClinical Data Scientist