Summary
Overview
Work History
Education
Skills
Languages
Hobbies and Interests
Timeline
Generic

ANA CRISTINA MIRANDA

Data Scientist
Wellington

Summary

Experienced Data Scientist and Machine Learning Engineer with a background in Mathematical Engineering and a Master's in Data Science. Proficient in machine learning, deep learning, computer vision, and statistical modeling across various industries including sports analytics, remote sensing, and medical imaging. Skilled in developing scalable solutions using tools like PyTorch, OpenCV, and Google Earth Engine, with expertise in cloud computing, spatiotemporal analysis, and data visualization. Holds a Postgraduate Certificate in Data Science and completed four years of undergraduate studies in Statistics. Bilingual professional fluent in Spanish and advanced in English (C1), currently a permanent resident in New Zealand.

Overview

17
17
years of professional experience

Work History

Lead of Data Science & ML Engineering

Dovetale Limited
01.2024 - Current
  • Led end-to-end development of ML and computer vision pipelines for sports analytics.
  • Designed scalable architectures for player tracking, team classification, and spatiotemporal analysis.
  • Delivered real-time insights through spatial visualizations.
  • Technologies: Python, OpenCV, YOLO, PyTorch, AWS (SageMaker, Lambda), GitHub, Roboflow

Data Scientist

Tailorsoft S.A.S
01.2020 - 01.2024
  • Created predictive models to optimize operations and inventory.
  • Built interactive dashboards and automated reports to support executive decisions.
  • Technologies: Python, R, SQL, scikit-learn, Tableau, MongoDB, Docker

Satellite Data Analyst - Internship

CETAD, Colombian Air Force
01.2019 - 01.2020
  • Developed real-time monitoring system for atmospheric lightning using GOES-16 GLM data.
  • Integrated geospatial data from MODIS and Sentinel to improve weather-based early warnings.
  • Technologies: Python, JavaScript, HTML/CSS, QGIS, Leaflet.js, GCP

Administrative Manager & Legal Representative

Tailorsoft S.A.S
01.2016 - 01.2019
  • Directed all legal and operational setup of the company.
  • Managed contracts, payroll, procurement, budgeting, and compliance.

Dance Instructor

Wandering Paisa Hostel
01.2010 - 01.2013
  • Facilitated salsa, merengue, and bachata sessions for international visitors, promoting cultural exchange.

Administrative Assistant to General Manager

Alimentos Mego
01.2008 - 01.2009
  • Oversaw inventory and vendor management, assisted with financial reports and employee tracking.

Education

Master of Data Science -

Victoria University of Wellington
01.2025

Postgraduate Certificate in Data Science - undefined

Victoria University of Wellington
01.2023

Bachelor's Degree in Mathematical Engineering -

Universidad EAFIT
06-2020

Bachelor's Studies in Statistics -

Universidad Nacional De Colombia
06-2012

Course in Accounting, Auditing, and Cost Analysis -

Politécnico Educom
06-2008

Skills

  • Python
  • R
  • MATLAB
  • SQL
  • JavaScript
  • Haskell
  • Bash
  • HTML/CSS
  • LaTeX
  • YAML
  • Markdown
  • PyTorch
  • Scikit-learn
  • Pandas
  • NumPy
  • OpenCV
  • YOLO (Ultralytics)
  • Streamlit
  • Plotly
  • Ggplot2
  • UMAP
  • Keras
  • Shiny
  • Rcpp
  • Supervision
  • Statsmodels
  • Geopandas
  • Folium
  • AWS (SageMaker, Lambda, S3)
  • Google Cloud Platform (GEE, Compute Engine)
  • Git/GitHub
  • Apache Spark
  • Tableau
  • Power BI
  • Jupyter
  • QGIS
  • Google Earth Engine
  • Leafletjs
  • Matplotlib
  • Seaborn
  • PostgreSQL
  • SQLite
  • Vensim
  • Simul8
  • NetLogo
  • ArcGIS
  • VSCode
  • Google Colab
  • Excel (advanced)
  • Time management
  • Attention to detail
  • Flexible and adaptable
  • Dependable and responsible
  • Multitasking
  • Excellent communication
  • Critical thinking
  • Computer skills
  • Organizational skills
  • Organization and time management
  • Decision-making
  • Problem resolution

Languages

English
Advanced (C1)
Spanish
Bilingual or Proficient (C2)

Hobbies and Interests

  • AI for sustainability
  • Environmental modeling
  • Scientific communication
  • Gardening
  • Interior design
  • Music (Accordion)
  • Sports analytics


Timeline

Lead of Data Science & ML Engineering

Dovetale Limited
01.2024 - Current

Data Scientist

Tailorsoft S.A.S
01.2020 - 01.2024

Satellite Data Analyst - Internship

CETAD, Colombian Air Force
01.2019 - 01.2020

Administrative Manager & Legal Representative

Tailorsoft S.A.S
01.2016 - 01.2019

Dance Instructor

Wandering Paisa Hostel
01.2010 - 01.2013

Administrative Assistant to General Manager

Alimentos Mego
01.2008 - 01.2009

Postgraduate Certificate in Data Science - undefined

Victoria University of Wellington

Master of Data Science -

Victoria University of Wellington

Bachelor's Degree in Mathematical Engineering -

Universidad EAFIT

Bachelor's Studies in Statistics -

Universidad Nacional De Colombia

Course in Accounting, Auditing, and Cost Analysis -

Politécnico Educom
ANA CRISTINA MIRANDAData Scientist