Curriculum Vitae

Javier Boix Campos

ML Engineer & Tech Lead | AI for Healthcare & Life Sciences

Building AI systems that transform healthcare and beyond. ML Engineer at Multiverse Computing and developing CNN architectures for biomedical imaging at University Medical Center Hamburg.

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Bioinformatics
Neural Networks
Data Analysis
Volume I

About Me

Bridging Biology & Data Science

I'm an ML Engineer and Technical Leader specializing in AI applications for healthcare and life sciences.

I bridge the gap between cutting-edge machine learning and real-world biomedical applications. With a Master's degree in Data Analysis Engineering (Valedictorian) and a Bachelor's in Biotechnology, I combine deep technical expertise with domain knowledge in healthcare and life sciences.

I thrive in environments where I can work with talented teams, tackle complex technical challenges, and contribute to products that make a real difference in people's lives.

0 Projects Completed
0 Technical Certifications
0 Research Domains
0 Years Experience
Volume II

Featured Projects

Cell Migration Research

Shape Dynamics & Cell Migration Analysis

Developed a comprehensive pipeline for analyzing cell migration using convolutional neural networks to study branched cell dynamics on complex networks at the Sáez Lab.

Python Neural Networks R Image Analysis
Published on Science Advances
Pain & Nutrition Tracker

Pain & Nutrition Tracker SaaS

AI-powered health monitoring platform with AI for meal recognition, advanced nutritional algorithms, and multi-API orchestration. Full-stack Django application deployed on production with Docker, PostgreSQL, and Nginx.

Django PostgreSQL Docker Python API Integration Healthcare AI
Live Site
WhatsApp Chat Analyzer

WhatsApp Chat Analyzer

Interactive web application that analyzes WhatsApp chat history to generate insightful visualizations and behavioral patterns.

PyTorch TensorFlow OpenCV Python Streamlit Plotly NLP
Live Demo
Valencia Fallas Festival Route Optimization

Valencia Fallas Route Optimization

Applied metaheuristics algorithms to optimize walking paths for visiting Valencia's Fallas festival, featured in local media coverage.

Python Optimization VBA Algorithms
Project Details
Volume III

Research Portfolio

Cell Migration Data Analysis

Neural Network Pipeline for Cell Migration

Developed an analysis pipeline applying convolutional neural networks to cell migration data

Python, CNN, Image Processing
Research Paper

Directionality Analysis Pipeline

Pipeline for analyzing directionality patterns in cell migration data

Python, R, VBA

Speed Analysis Framework

Analysis pipeline for obtaining mean speed per frame from cell migration data

R, Statistical Analysis

Interactive Density Visualization

Interactive density plot per frame for cell migration data visualization

R, Data Visualization

Fluorescence Imaging & Microscopy

Neural Network for Fluorescence Enhancement

Developed and validated neural network architecture to improve fluorescence microscopy quality

Python, R, Deep Learning

Mitochondria Analysis Pipeline

Analysis pipeline for filtering and obtaining average intensities of mitochondria from fluorescence imaging

Python, Image Processing

Multivariate Data Analysis & Machine Learning

HIV-Infected Cell Migration Analysis

Multivariate data analysis (PCA, LASSO, ANOVA) on the migration of HIV-infected cells

R, Statistical Modeling

Customer Churn Prediction

Applied machine learning methods to predict and understand telecommunications customer churn

R, Machine Learning

Image Analysis & Segmentation

Ceramic Surface Analysis

Multivariate image analysis for automatic characterization and error detection on ceramic surfaces

R, Computer Vision

Latent Space Segmentation Tool

Interactive tool for image segmentation in latent space, supporting both 2D and 3D visualization

R, Interactive Visualization

Hyperspectral Image Analysis

Applied Multivariate Curve Resolution to hyperspectral images for spectral reconstruction

R, Spectral Analysis

Time Series Analysis

CO2 Atmospheric Prediction Model

Time series modeling to predict atmospheric CO2 presence and trends

R, Time Series Analysis

Economic-Keyword Relationship Analysis

Exploratory and predictive analysis of relationships between economic characteristics and website keywords

R, Predictive Modeling

Optimization & Heuristics

Valencia Fallas Route Optimization

Applied metaheuristics to optimize walking paths in Valencia's Fallas festival

Python, VBA, Optimization
Project Details

Business Optimization Models

Mathematical modeling and programming of various business optimization problems

VBA, Mathematical Modeling

GRASP Heuristics for Maximum Diversity

Developed and compared two different greedy randomized adaptive search heuristics

VBA, Algorithm Design

Flow-shop Scheduling Optimization

Developed and compared three different metaheuristics for permutation flow-shop scheduling

VBA, Scheduling Algorithms
Volume IV

Publications

Peer-Reviewed Publications

Conferences & Talks

Volume V

Developer Portfolio

Web Applications

WhatsApp Chat Analyzer

Interactive web application that analyzes WhatsApp chat history to generate insightful visualizations and behavioral patterns

Python, Streamlit, Plotly, NLP
Live Demo

Personal Portfolio Website

Academia-styled portfolio website with classical design system, ornate typography, and responsive layout

HTML, CSS, JavaScript

Data Analysis Tools

Latent Space Segmentation Tool

Interactive tool for image segmentation in latent space, supporting both 2D and 3D visualization

R, Interactive Visualization, Shiny

Interactive Density Visualization Tool

Interactive density plot tool for cell migration data visualization with real-time frame analysis

R, Data Visualization, Plotly

Neural Network for Fluorescence Enhancement

Deep learning model to improve fluorescence microscopy image quality with validation pipeline

Python, TensorFlow/PyTorch, Image Processing

Optimization Tools

Valencia Fallas Route Optimizer

Metaheuristics-based tool to optimize walking paths for visiting Valencia's Fallas festival

Python, VBA, Optimization Algorithms
Project Details

GRASP Heuristics Implementation

Implementation and comparison tool for two different greedy randomized adaptive search heuristics

VBA, Algorithm Design, Comparative Analysis

Flow-shop Scheduling Optimizer

Tool implementing three different metaheuristics for permutation flow-shop scheduling problems

VBA, Scheduling Algorithms, Performance Analysis

Business Optimization Suite

Collection of mathematical models and programming tools for various business optimization problems

VBA, Mathematical Modeling, Excel Integration

Analysis Pipelines

Neural Network Pipeline for Cell Migration

Complete analysis pipeline applying convolutional neural networks to cell migration data

Python, CNN, Image Processing, Pipeline Development
Research Paper

Directionality Analysis Pipeline

Automated pipeline for analyzing directionality patterns in cell migration data with statistical validation

Python, R, VBA, Statistical Analysis

Speed Analysis Framework

Automated analysis pipeline for obtaining mean speed per frame from cell migration data

R, Statistical Analysis, Data Processing

Mitochondria Analysis Pipeline

Automated pipeline for filtering and obtaining average intensities of mitochondria from fluorescence imaging

Python, Image Processing, Batch Analysis
Volume VI

Technologies & Skills

Technology Stack

Advanced Intermediate Beginner

Programming

Python R VBA JavaScript HTML/CSS SQL

AI & Data Science

Neural Networks Machine Learning Statistical Analysis Image Processing Optimization NLP

Frameworks

TensorFlow/PyTorch Plotly Shiny Streamlit Three.js GSAP

Cloud & DevOps

AWS OVH Git Linux Docker CI/CD

Tools

Excel Jupyter RStudio ImageJ/FIJI Power BI GitHub
Volume VII

Let's Connect

I'm currently open to opportunities where I can apply my expertise in ML and healthcare to build impactful products. Whether you're looking for a data analyst, ML engineer, or want to discuss collaboration opportunities, I'd love to hear from you.

Email

javierboixcampos@gmail.com

Location

Valencia, Spain