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Pablo Gallardo Calleja

Data Analysis Project Focused on Hospital Readmission Rates

Pablo Gallardo Calleja
Málaga, Spain

Experience

Mar 2025 - Apr 2025
2 months

Data Analysis Project Focused on Hospital Readmission Rates

  • Analyzed a hospital patient dataset to assess how HbA1c presence affects readmission rates.
  • Applied data cleaning and supervised learning techniques in Python to identify statistically relevant patterns.
Jan 2025 - Sep 2025
9 months

Quantum Adiabatic Computation via Bifurcation for Combinatorial Problems

  • Performed simulations using Monte Carlo and deterministic methods implemented in Python on an HPC cluster.
  • Implemented parallel optimization techniques to improve simulation performance, achieving up to 10× faster simulations.
Sep 2023 - Jun 2024
10 months

Quantum generalization of the Hopfield network

  • Performed numerical simulations using Python on an HPC cluster to validate results while considering finite-size effects in the network.

Industries Experience

See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.

Experienced in Information Technology (1.5 years) and Education (1 year).

Information Technology
Education

Business Areas Experience

The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.

Experienced in Research and Development (1.5 years) and Information Technology (0.5 years).

Research and Development
Information Technology

Summary

Physicist specializing in complex systems with a strong background in computational physics and numerical methods. Experienced in simulating quantum systems using C++ and Python within high-performance computing (HPC) environments. Skilled in handling large datasets, with proficiency in data analysis, statistical modeling, and machine learning techniques.

Skills

Programming:

  • C++
  • Python
  • Fortran
  • Sql

Tools:

  • Linux
  • Git
  • Docker
  • Hpc Environments And Clusters
  • Cuda

Machine Learning:

  • Pytorch
  • Scikit-learn
  • Neural Networks
  • Time Series Analysis

Physics:

  • Monte Carlo Methods
  • Numerical Optimization
  • Parallel Computing

Soft Skills:

  • Analytical Thinking
  • Team Collaboration
  • Adaptability
  • Problem-solving

Languages

Spanish
Native
English
Intermediate

Education

Oct 2024 - Sep 2025

University of the Balearic Islands

MSc in Physics of Complex Systems · Physics of Complex Systems · Palma, Spain · 8.760

Oct 2020 - Jun 2024

Granada University

BSc in Physics · Physics · Granada, Spain · 8.795

Certifications & licenses

Docker Basics For Devops

KodeKloud

Introduction To Concurrent Programming With Gpus

Johns Hopkins University

Hands-On Introduction To Linux Commands And Shell Scripting

IBM

Quantum Computing Optimization

Fujitsu

Profile

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Frequently asked questions

Do you have questions? Here you can find further information.

Where is Pablo based?

Pablo is based in Málaga, Spain and can operate in on-site, hybrid, and remote work models.

What languages does Pablo speak?

Pablo speaks the following languages: Spanish (Native), English (Intermediate).

How many years of experience does Pablo have?

Pablo has at least 1 year of experience. During this time, Pablo has worked in at least 3 different roles. The average length of individual experience is 1 year and 6 months. Note that Pablo may not have shared all experience and actually has more experience.

What roles would Pablo be best suited for?

Based on recent experience, Pablo would be well-suited for roles such as: Data Analysis Project Focused on Hospital Readmission Rates, Quantum Adiabatic Computation via Bifurcation for Combinatorial Problems, Quantum generalization of the Hopfield network.

What is Pablo's latest experience?

Pablo's most recent position is Data Analysis Project Focused on Hospital Readmission Rates.

Which industries is Pablo most experienced in?

Pablo is most experienced in industries like Information Technology (IT), Education, and Healthcare.

Which business areas is Pablo most experienced in?

Pablo is most experienced in business areas like Research and Development (R&D), Information Technology (IT), and Business Intelligence.

What is Pablo's education?

Pablo holds a Master in Physics of Complex Systems from University of the Balearic Islands and a Bachelor in Physics from Granada University.

Does Pablo have any certificates?

Pablo has 4 certificates. Among them, these include: Docker Basics For Devops, Introduction To Concurrent Programming With Gpus, and Hands-On Introduction To Linux Commands And Shell Scripting.

What is the availability of Pablo?

Pablo is immediately available full-time for suitable projects.

What is the rate of Pablo?

Pablo's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.

How to hire Pablo?

To hire Pablo, click the Meet button on the profile to request a meeting and discuss your project needs.

Average rates for similar positions

Rates are based on recent contracts and do not include FRATCH margin.

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Market avg: 670-830 €
The rates shown represent the typical market range for freelancers in this position based on recent contracts on our platform.
Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.