Pablo G.-Data Analysis Project Focused on Hospital Readmission Rates
Check rate
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.
Industry experience
See where this freelancer has spent most of their professional time.
Experienced in Information Technology and Education.
Business area experience
See which departments and functions this freelancer has contributed to most.
Experienced in Research and Development and 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
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
Statistics
Experience
Expertise
Qualifications
Profile
Frequently asked questions
Have questions? Find more information here.
Pablo is based in Málaga, Spain and can operate in on-site, hybrid, and remote work models.
Pablo speaks the following languages: Spanish (Native), English (Intermediate).
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.
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.
Pablo's most recent position is Data Analysis Project Focused on Hospital Readmission Rates.
Pablo is most experienced in industries like Information Technology, Education, and Healthcare.
Pablo is most experienced in business areas like Research and Development, Information Technology, and Business Intelligence.
Pablo holds a Master in Physics of Complex Systems from University of the Balearic Islands and a Bachelor in Physics from Granada University.
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.
The availability of Pablo needs to be confirmed.
Daily rate distribution
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Average rates for similar positions
Rates are based on recent contracts and do not include FRATCH margin.
The average daily rate is the mean of all daily rates from recent contracts of comparable freelancers on our platform.
The median daily rate is the middle value of all daily rates — half of comparable freelancers charge less, half charge more. Unlike the average, it is barely affected by outliers.
Calculated based on our freelancers’ daily rates as of 7 Sep 2026. Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
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