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
2024.01 - 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
2020.01 - 2024.01
- 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
2019.01 - 2020.01
- 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
2016.01 - 2019.01
- Directed all legal and operational setup of the company.
- Managed contracts, payroll, procurement, budgeting, and compliance.
Dance Instructor
Wandering Paisa Hostel
2010.01 - 2013.01
- Facilitated salsa, merengue, and bachata sessions for international visitors, promoting cultural exchange.
Administrative Assistant to General Manager
Alimentos Mego
2008.01 - 2009.01
- 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
2020-06
Bachelor's Studies in Statistics -
Universidad Nacional De Colombia
2012-06
Course in Accounting, Auditing, and Cost Analysis -
Politécnico Educom
2008-06
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
2024.01 - Current
Data Scientist
Tailorsoft S.A.S
2020.01 - 2024.01
Satellite Data Analyst - Internship
CETAD, Colombian Air Force
2019.01 - 2020.01
Administrative Manager & Legal Representative
Tailorsoft S.A.S
2016.01 - 2019.01
Dance Instructor
Wandering Paisa Hostel
2010.01 - 2013.01
Administrative Assistant to General Manager
Alimentos Mego
2008.01 - 2009.01
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