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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.

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

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