Irene Goni cover
Irene Goni

Mathematician & Data Scientist | Computer Vision, Human Motion & 3D Graphics

Spain

Intermediate

SQL
Python
Computer vision

Mathematician and Data Scientist with a keen interest in motion, computer vision and animation technology.

Biography

Hi! I'm Irene and I am a Mathematician and Data Scientist with a keen interest in motion, computer vision and animation technology. I develop machine learning solutions and work with sequential and visual data, combining data analysis, modelling and applied artificial intelligence.

I am currently completing a Master’s degree in Robotics, Graphics and Computer Vision, specialising in human motion analysis and 3D animation. My main interests include human pose estimation, motion capture, facial animation, cloth and garment simulation, fluid simulation, physics-based animation, rendering and deep learning tools that support artists and improve animation workflows.

My goal is to work at the intersection of technical and artistic disciplines, combining a strong analytical background, expertise in computer vision and a growing understanding of 3D animation, simulation and rendering.

Skills

Roles

  • Intermediate

Technical Skills

  • Intermediate
  • Intermediate
  • Intermediate
  • Intermediate
  • Basic
  • Basic
  • Basic

Software

  • Advanced
  • Advanced
  • Intermediate
  • Intermediate
  • Intermediate
  • Intermediate
  • Basic
  • Basic
  • Basic

Soft Skills

  • Intermediate
  • Intermediate
  • Intermediate
  • Intermediate
  • Intermediate

Languages

  • Fluent/Native
  • Conversational

Work Experience

2024 – 2026

Intermediate - Data Scientist (Full Time)

DKV ERGO (Spain)

I develop and deploy predictive machine learning models in production, enabling the company to anticipate and make better informed commercial and healthcare decisions.

2022 – 2024

Junior - Data Scientist (Full Time)

IAS Artificial Intelligence Innovations (Spain)

I built ETL processes and SQL data pipelines to organize the databases of the company. I developed regression and classification models to extract insights from real-world data.
I also explored computer vision applications, conducting early experiments in 2D pose estimation and 3D reconstruction using DeepLabCut, deep learning and Python.

2021 – 2021

Trainee - Data Scientist (Internship)

CIC (Spain)


2020 – 2020

Trainee - Data Scientist (Internship)

CIC (Spain)


2014 – 2014

Trainee - 3D Modeler (Internship)

Baleuko (Spain)

I modelled various props for 3D printing and audiovisual production using Autodesk Maya and ZBrush.

Education

2022 – Present day

Meng Robotics, Graphics and Computer Vision

University of Zaragoza

Computer Graphics


2015 – 2021

Bsc, Mathematics, Minor in Computer Science

University of Cantabria

Mathematisc


2012 – 2014

Associate degree in 3D Animation, Games and Interactive Environments

CEINPRO

3D Animation