Experience


Data Consultant / TodoMis S.A.S (MisGastosFijos), Medellín

03/2025 - Present

Define key metrics and KPI frameworks to strengthen the app's data architecture. Drive product analytics for a personal finance app, identifying user behavior patterns and savings opportunities backed by data. Apply consulting mindset delivering actionable recommendations in a fast-paced startup environment.

Skills developed:

  • Dashboard creation.
  • Analitical skills.
  • Figma.
  • Miro.
  • Prompt engineering

Data analyst / app.kiwoo.io, remote

09/2023 - 01/2024

Developed technical specifications for a mobile app by analyzing business requirements and translating them into data-driven product decisions. Built Power BI dashboards communicating user behavior insights to cross-functional teams. Ensured all product features were data-informed and aligned with business objectives.

Skills developed:

  • Dashboard creation.
  • Analitical skills.
  • Miro.
  • Prompt engineering

Freelance web editor / Acodinsa S.A.S, Medellín

2023

In my role as a freelance web editor and fixer for Acodinsa.com, I've transformed the website's appearance and functionality. I've revamped product displays, fine-tuned the website for readability, and enhanced the overall user experience. My work extends to managing the website on Digital Ocean using terminal and SSH, where I've leveraged my proficiency in PHP, HTML, and CSS. I've also utilized Visual Studio Code editor to streamline the development process. I take pride in optimizing the website for peak performance and user satisfaction.

Skills developed:

  • Filezilla
  • PHP
  • Secure Shell (SSH)
  • Visual Studio
  • HTML and CSS
  • Self-learning

Data Analyst / TodoMis S.A.S (MisPastillas/MisNaturales), Medellín

07/2022 - 08/2023

Led end-to-end data strategy for a fintech startup — from SQL extraction and CRM integration to dashboard creation and executive reporting. Reduced manual reporting time by 25% through automated Power BI dashboards. Defined and monitored KPIs ensuring 100% of business objectives were tracked with data.

Skills developed:

  • Databases.
  • Dashboard creation.
  • Analitical skills.
  • WordPress.
  • cPanel and WHM.
  • Creativity and innovation.

Graduate researcher / Universidad EAFIT, Medellín - University of Chicago

06/2018 - 12/2022

Project: Analyses of the morphometric variation within Caiman crocodilus species complex in Colombia. Built end-to-end data pipelines in R and Python to process and analyze morphometric data from 500+ biological specimens. Applied advanced statistical modeling published in 3 peer-reviewed international journals. Awarded Fulbright Scholarship (2019) to conduct research at the University of Chicago — a top-10 global institution. Collaborated with researchers across 5+ countries (Colombia, Chile, Brazil, USA).

Skills developed:

  • Coding/programming.
  • Decision-making, problem-solving, and troubleshooting.
  • Data analysis.
  • Effective self-learning.
  • Leadership Skills.
  • Project and information management, and organization.
  • Creativity and innovation.
  • Adaptability and flexibility.

Research assistant - Data analyst / Universidad EAFIT, Medellín

07/2015 - 06/2018

Achievements

Contributed to bioinformatics pipelines for DNA sequencing data (MinION) using Python, Bash, and Linux. Processed genomic datasets for tuberculosis strain identification and zoonotic disease surveillance. Supported statistical analysis of large biological datasets across multiple active research projects.


Lecturer / Universidad EAFIT, Medellín

07/2009 - 06/2019

Courses

  • Ecology: 2009-2019
  • Teaching Assistant - Mechanics of materials: 2016-2017
  • Teaching Assistant - Research methodology: 2017

Achievements

  • Designed and implemented unit lesson plans for undergraduate and graduate students, designed tests and evaluations, and analysed students’ performance.
  • Organised in-campus and community events, such as giving presentations to the public and field trips.
  • Participated in course setting teams, curriculum design, revision and improvement, and academic planning.
  • Continuously improved teaching methods while collaborating with other academics and lecturers to expand knowledge-base.

Research assistant / Universidad EAFIT, Medellín

01/2009 - 06/2011

Projects:

  • Identification and characterization of biologically active bacterial extracts against musa spp pathogens.
  • Identification of antibiotic compounds produced by microorganisms isolated from musa spp phyllosphere.

Achievements

  • Prepared project proposals for funding; including the design of the project and budgets.
  • Developed and maintained liaisons and effective working relations with groups and individuals, agencies, and the public to encourage cooperative plant-pathogen management strategies.
  • Presented technical and research reports and communicated the results to individuals in the general public, funding agencies, and professionals.
  • Analysed information and interpreted findings.
  • Isolated and characterised bacterial DNA from rhizosphere/rhyllosphere in preparation for PCR amplification and next-generation sequence analysis.
  • Collected and analysed biological data about relationships across and within bacteria, fungal pathogens, and host plants.
  • Achieved targets consistently by developing strict standards on the laboratory following research methods.