John Garcia
Statistician & Data Science
Kangaroo Point,QLD
Summary
Statistical expert specializing in data-driven decision-making across multiple sectors. Skilled in developing predictive models and visualizing complex datasets to inform strategic initiatives. Committed to enhancing organizational performance through innovative analytical solutions and collaborative teamwork.
Overview
6
6
years of professional experience
Work History
Statistical Consultant
Kvilato
Cali, Colombia
08.2020 - 01.2023
- Provided strategic insights based on complex statistical analyses for business solutions.
- Developed and implemented statistical models for forecasting customer demand.
- Reviewed and validated data to ensure accuracy and reliability prior to analysis, enhancing quality of insights.
- Prepared detailed reports that provided actionable findings and recommendations for stakeholders.
- Collaborated with teams to design surveys and collect relevant data, facilitating informed decision-making.
PCR Sampler & Agricultural Data Analyst
Gourmet Blueberries Limited
Hastings, New Zealand
01.2022 - 04.2022
- Conducted on-site PCR testing with precision, ensuring accurate collection and processing of employee samples.
- Orchestrated sample management from collection to lab delivery, maintaining meticulous records and communicating findings to management.
- Devised sampling strategies to accommodate varying attendance patterns, enhancing effectiveness for temporary workforce segments like fruit pickers.
- Pioneered the development of statistical models to optimize blueberry cultivation in controlled environments, utilizing Cravos' retractable-roof greenhouses to enhance production efficiency.
- Spearheaded proactive measures to swiftly identify and contain Covid-19 cases within the company, ensuring uninterrupted business operations.
Statistical Project Leader (Oncology)
Hospital University of Valle
Cali, Colombia
11.2018 - 12.2019
- Collaborated with the Cali Population Cancer Registry to develop an institutional tool for patient traceability, integrating predictive models and Power BI visualizations.
- Applied business acumen to develop data models that generated actionable insights for oncology projects.
- Created dynamic visual reports and dashboards utilizing Power BI. Identified and monitored key performance indicators (KPIs) to consistently achieve objectives.
- Engineered specific indicators to assess risk management and data quality across multiple pathologies. Attained top regional standing and ranked fourth nationally among 921 health institutions.
- Analyzed project data to pinpoint opportunities for process improvement and optimize overall project efficiency.
- Proficiently sourced and extracted data from diverse servers and formats.
- Produced charts and documented data methodologies to enhance understanding of algorithms used in statistical analysis.
- Delegated tasks and responsibilities to each team member.
Data Analytics Intern
Cooperative Coomeva
Cali, Colombia
10.2017 - 08.2018
- Extracted data to build metrics or create dashboards, tracking success toward KPIs.
- Developed and implemented data visualisation strategies, enhancing accessibility and comprehension of complex datasets for cross-departmental use.
- Analyzed data trends to inform and enhance business decision-making.
- Evaluated existing business strategies and provided data-driven recommendations for optimisation and growth.
- Collaborated with IT teams to streamline data extraction processes, optimising efficiency and ensuring accuracy in analytics.
- Acted as a liaison between technical and non-technical teams, bridging communication gaps to align business objectives with analytical outcomes.
- Participated in team workshops to share insights and promote a culture of data-driven decision-making.
- Presented findings to stakeholders for strategic planning discussions.
Statistician Cancer Research Center
Hemato - Oncólogos, Institute of Oncology
Cali, Colombia
08.2016 - 05.2017
- Applied advanced statistical methods, including time series forecasting and survival analysis, to address complex challenges in cancer research.
- Interpreted complex datasets to inform treatment protocols and guidelines.
- Collaborated with oncologists to develop statistical models for research studies.
- Constructed a statistical model to analyze annual patient costs across multiple diseases, contributing to insights on yearly healthcare expenses.
- Designed interactive dashboards and reports in Power BI to enhance comprehension of complex statistical data for stakeholders.
- Conducted in-depth data cleaning and validation processes to ensure accuracy and reliability of statistical analyses.
Education
Postgraduate Diploma in Data Science And Artificial Intelligence - Data Science
CareerEra
United State04-2023
Bachelor of Science - Applied Statistics
University of The Valle
Colombia08-2015
Some College (No Degree) - Econometrics And Quantitative Economics
University of Valle
ColombiaSome College (No Degree) - Geospatial Statistics
University of Valle
ColombiaSome College (No Degree) - Actuarial Science
University of Valle
ColombiaSkills
- Statistical Modeling
- Advanced Data Analysis
- Data-driven decisions
- Dataset management
- Data cleaning
- Data visualization tools
- Clinical Data Management
- Medical collaboration
- Innovative Problem-Solving
Coursework And Certifications
- Artificial Intelligence Professional, Capstone Data Science, Data Visualisation, CareerEra Institute, 02/01/22, 06/01/23
- Data Science Internship Program, SNVA LLC, 11/01/22, 05/01/23
- Post Graduate Program in Data Science, including coursework in Machine Learning
- Statistics Professional, University of the Valle, 01/01/07, 01/01/15
Research
Developed predictive models for daily maximum ozone concentrations by utilizing time series analysis techniques, implemented via the SCA system and R programming language.
Languages
English
Full Professional
Spanish
Native/ Bilingual
Timeline
PCR Sampler & Agricultural Data Analyst
Gourmet Blueberries Limited
01.2022 - 04.2022
Statistical Consultant
Kvilato
08.2020 - 01.2023
Statistical Project Leader (Oncology)
Hospital University of Valle
11.2018 - 12.2019
Data Analytics Intern
Cooperative Coomeva
10.2017 - 08.2018
Statistician Cancer Research Center
Hemato - Oncólogos, Institute of Oncology
08.2016 - 05.2017
Postgraduate Diploma in Data Science And Artificial Intelligence - Data Science
CareerEra
Bachelor of Science - Applied Statistics
University of The Valle
Some College (No Degree) - Econometrics And Quantitative Economics
University of Valle
Some College (No Degree) - Geospatial Statistics
University of Valle
Some College (No Degree) - Actuarial Science
University of Valle