Pedro Valois

Data Scientist

https://www.opentalent.in/pedro-valois

Optimizing Kernels...

Tsukuba University

Key Strengths

Demonstrated interest in Data Science and Machine Learning through personal projects like 'ssl-skin-lesions' and 'icip2025'.
Proficiency in Python, a core language for Data Science.
Experience with Jupyter Notebooks, essential for data exploration and model development.
Exposure to Docker for containerization, indicating an understanding of deployment practices.
Current role as a Data Scientist at Tsukuba University, aligning with the target role.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's personal projects show a strong inclination towards research and academic applications in data science, which could indicate a good fit for roles requiring deep analytical thinking and problem-solving. However, the projects are predominantly personal and academic, with limited evidence of collaborative or production-oriented work. The diversity of technologies used (Python, Shell, Dockerfile, Jupyter Notebook, Lua, Go Template, JavaScript, CSS, HCL, HTML, Makefile) suggests a broad technical curiosity, but the depth of experience in each is not clear from the project descriptions alone. The single professional experience as a Data Scientist at Tsukuba University aligns with the target role, but without further details on responsibilities or achievements, it's difficult to fully assess cultural fit.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.

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Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

dotfiles

July 10, 2025 – Present

My environment

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icip2025

September 13, 2024 – Present

Official Repository for Vision Language Model Interpretability with Concept Guided Decoding paper (ICIP2025)

View Project

humor

June 13, 2024 – January 17, 2025

humor — repository

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subspace_methods_python

August 1, 2023 – August 29, 2023

subspace_methods_python — repository

View Project

Pedrexus

September 11, 2022 – Present

Config files for my GitHub profile.

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tailwind-playground

February 2, 2022 – February 2, 2022

Playground for TailwindCSS

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digital-images

June 19, 2021 – June 19, 2021

digital images course

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ssl-skin-lesions

June 11, 2021 – November 28, 2021

Repo to reproduce the results for the paper "An Evaluation of Self-Supervised Pre-Training for Skin-Lesion Analysis". Accepted at ISICW @ ECCV 2022. Arxiv: https://arxiv.org/abs/2106.09229

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cab

November 24, 2020 – January 12, 2021

Coronavirus Answering Bot

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QuantumMonteCarlo

December 11, 2019 – December 11, 2019

Solution to exercise 2.3 from the book Monte Carlo Methods in Ab Initio Quantum Chemistry

View Project

Key Strengths

Demonstrated interest in Data Science and Machine Learning through personal projects like 'ssl-skin-lesions' and 'icip2025'.
Proficiency in Python, a core language for Data Science.
Experience with Jupyter Notebooks, essential for data exploration and model development.
Exposure to Docker for containerization, indicating an understanding of deployment practices.
Current role as a Data Scientist at Tsukuba University, aligning with the target role.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.

Pedro Valois

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit