Pablo Gallardo Calleja
Data Analysis Project Focused on Hospital Readmission Rates
Experience
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.
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.
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
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Experienced in Information Technology (1.5 years) and Education (1 year).
Business Areas Experience
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Experienced in Research and Development (1.5 years) and Information Technology (0.5 years).
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
Education
University of the Balearic Islands
MSc in Physics of Complex Systems · Physics of Complex Systems · Palma, Spain · 8.760
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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