CÉSAR JAVIER MÁRQUEZ PÉREZ
Medical Doctor (GP) - Data Scientist/Analyst.
Data Collection Web Developer.
- |-| Mexico
PROFESSIONAL EXPERIENCE
OBJETIVES
I provide an unique insight with
medical domain, analytics and
programming,
analytical/critical
thinking, and thorough prospection.
Focused on solving complex business
problems, uncover hidden patterns
in
data
and
design/redesign
execution
strategies
combining
expertise (medical), coding and
analytics, through KPI's
and
insights.
Interaction with multidisciplinary
teams (IT, stakeholders, operation)
to develop ad-hoc tools.
A research mindset with a desire to
benefit as many people as possible
with a passion for data analytics.
ONLINE PORTFOLIO
www.saludbxs.com
TECHNICAL SKILLS
Web:
PHP (laravel)
HTML/CSS/Js.
Data:
MySQL, SQL, T-SQL
Analytics
R/R studio.
VBA MS Excel.
Python
Power BI
LANGUAGES
English: 2
2020 IELTS Ac. B2 - CEFR B2-C1.
2023 EF C2 : Digital Certificate
French: B2.
German: elemental.
Fullstack Developer & Data analyst
Software Development: Research focused Medical CMS-EMS
October 2022 - current.
Developement Continuation of the CMS-EMS (addressed below)
Current:
Electronic Medical Records system with a research oriented focus.
Destined to:
Incorporate technology and analytics in Health Care and Occupational
Medicine.
Improve business practices for MD's and Companies.
Web Based, Scalable & Highly customizable.
Data Analysis incorporation.
Future implementations:
Data Warehousing.
SISPA México - (SM) (www.sispamexico.com)
September 2018 - current (Seasonal).
SM is a free online tool with two main purposes:
Aide newly graduated MD's after applying for a medical specialization
program, by collecting nation-wide scores and summarizing data with
visualization tools.
Incentivaze incursion into medical research & provide tips and tools for their
upcoming thesis development.
Reach: +6K MD's since the inicial launch.
Support for MD’s from Mexico, Ecuador, Colombia and Venezuela
Seasonal: yearly publication during september-october.
Role(s):
Data modelling, data collection strategy design, data validation and data
visualization summary.
Full-stack programming (server & client side)
Live Maintainance, Updates and suggestion implementation (programming).
Clients (MD's) support through instant messaging channels.
BAXTER S.A. de C.V.
Occupational Medicine (OM) (1400+ collaborators)
Feb 2021 - Sep 2022.
Clinical duty:
Member of the OM team: emergencies, general medical & COVID-19 follow up.
Management duty:
OM record keeping, data management and data analysis.
Corporation guidelines and policies.
Project Management:
Research focused Medical CMS-EMS.
BACHOCO S.A. de C.V.
Medical Internship &
Social Service
Social Service: SSA Puebla, Mx.
January 2013 a February 2014.
Medical Internship: ISSSTE Puebla,
Mx. January 2012 a December 2012.
Occupational Medicine Leader (COVID project) (400+ collaborators).
May 2020 - Feb 2021.
Clinical duty:
Morelos/Guerrero States operation Lead Medical Care
COVID-19 prevention, emergencies and general medical follow-up.
Local Regulations: STPS, NOM's, and IMSS.
Project Management:
Development of version 1.0 of a research focused CMS-EMS.
Nation wide reach.
Focused to manage up to date status of patients and policies.
Live results and data visualization for desition making.
Henri Dunant Hospital, Morelos Hospital & Red Cross
On-Shift Doctor
EDUCATION
Data Science Master's Degree (UVM-
Universidad Popular Autónoma de
Puebla (UPAEP)
General Practitioner
Aug 2007 - Ded 2011
September 2019-Nov 2020.
Medical duty:
In charge of medical shifts and medical visit in the following areas:
Hospitalization and Emergency Room.
Primary care Emergency Medicine.
Management duty:
Nursing team supervision.
Insurance paperwork and administrative management.
HGR MF No. 1 IMSS-Cuernavaca
Emergency Medicine Resident
January 2019-August 2019
ABILITIES
Self-taught.
Leadership.
Team Work.
Forward planning.
Detail Oriented.
Under-stress performance.
Result oriented.
Data Analysis and summary.
Adaptable to change.
CERTIFICATIONS
-Clinical Research Stage 1. CITI Program
(February 2019).
-Human Subjects Protection. CITI Program
(February 2019).
-ACLS/BLS certification program. (June 2016 y
June 2018)
-Fresenius Medical Care. Equipment usage for
the 4008S, Hemodialysis Monitor (2016).
-Fresenius Medical Care. Equipment usage for
the 4008S, Hemodialysis Monitor, Classic (2016).
-The National Institutes of Health (NIH). Web
based training course "Protecting Human
Research Participants", (Junio 2014).
-Neuronorm
(Global
NeuroCog
Project).
(Febrero-Marzo 2014).
Clinical duty:
First year Emergency Medicine Resident.
Supervision and guidance for Medical Interns.
Primary care of Emergency Medicine, with multidisciplinary relationship.
Assistance to EM residents and practitioners.
Rotation in Emergency Trauma Room and Intensive Care Unit.
Administrative paperwork management.
American British Cowdray Medical Center, Haemodialysis Wing
January 2016-January 2019
Clinical duty:
Medical follow-up of complications and adverse effects during hemodialysis
treatment.
Clinical file management according to the NOM004.
Management duty:
Control of statistical and productivity reports.
Supervision of the 9 members of the Nursing team shift.
KPI's: innovation and solutions, laboratory reports, and clinical indicators.
Contribution:
Development of a VBA in Excel for data mining and data summary.
National Institute of Cancerology - Mexco City, Mx.
Clinical Data Manager & GCP Adherence Supervisor.
February 2014 - January 2016
Management duty:
Data collection & storage strategy design.
Design, supervision and maintainance of databases pre statistical analysis.
GCP guidelines adherence, Regulatory section according to GCP's and
committees.
Weekly & monthly progress report of five on-going clinical trials:
Contribution:
MS Excel VBA Data management processor.
MS Excel VBA Data mining program.
