Víctor Cárdenas

Victor Cárdenas

Data Scientist & Designer based in Guadalajara, México

I combine technical expertise with a background in architecture to design intelligent systems that solve real-world problems—ranging from fraud detection to facial expression recognition.

Bio

2015

Started Bachelor's in Architecture at ITESO

2017

International exchange in Canada

2019

International exchange in Germany

2021

UX | UI Google Professional Certificate

2023

Started Master's in Computer Science at ITESO

2024

Joined Melvin Pay as Data Scientist

Skills & Expertise

Data Science & ML

Classification, predictive modeling, feature engineering

Data Engineering

Modular pipelines, SQL querying, workflow automation

UX/UI Design

Prototyping, user testing, visual design systems

International Communication

Fluent in Spanish, English, French (DELF B2), and German (B1.2)

Technologies

Python SQL PyTorch Scikit-Learn OpenCV Airflow AWS MongoDB Neo4j Figma HTML CSS

Experience

Data Scientist

2024 – Present

Melvin Pay

Built a fraud detection system with 100% rejection accuracy and 92% pre-approval efficiency. Designed modular pipelines that automated 79% of loan processing without AI involvement.

BIM Manager & Designer

2021 – 2023

Estudio 3.14

Led BIM workflows and cross-functional teams, reducing delivery time of architectural plans by 30% through automation and team coordination.

UX/UI Designer (Freelance)

2022

Octavio Navarro

Designed a responsive web app for an art appraisal client, covering the full UX process from research to final handoff.

Let's work together

I'm always interested in hearing about new projects and opportunities.

Get in touch