
Trying to be Consistent
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
text_classification_comparison
July 14, 2025 – July 14, 2025
A comparison of a classic neural network and a Transformer-based model for text classification on the 20 Newsgroups dataset using TensorFlow/Keras.
View Projecthate_speech_analysis
July 14, 2025 – July 14, 2025
Hate speech detection using NLP for linguistic analysis and machine learning (XGBoost) for classification with Python and SpaCy.
View Projectdeforest_amazonia
June 17, 2025 – July 14, 2025
Analysis of deforestation in the Jamanxim National Forest (2000-2019) through a computer vision pipeline that segments and quantifies affected areas from satellite imagery.
View Projectlow_light_enhancer
May 8, 2025 – July 14, 2025
A comparison of classical image processing vs. the Zero-DCE++ deep learning model for unsupervised low-light image enhancement using PyTorch
View ProjectP4Tree
October 2, 2022 – October 2, 2022
A novel approach based on Random Forests that quickly and accurately identifies elephant flows in programmable Data Planes.
View Projectqatar_2022_prediction
September 26, 2022 – November 13, 2023
QATAR 2022 World Cup prediction from the international matches played since the 90s, the qualifications of the teams in their last matches, and the potential of each team.
View Projectrouting_reinforcement_learning
February 19, 2022 – March 15, 2022
Reinforcement Learning (RL)-based routing algorithm for SDN networks created from scratch using Python.
View Projectspeedylinefollowing_robot
February 13, 2022 – March 15, 2022
Speedy Line Following Robot with Arduino
View ProjectCultural Fit Analysis
The candidate's project portfolio demonstrates a strong interest in diverse applications of data science and machine learning, indicating adaptability and a proactive learning attitude. However, the projects are all personal, which might suggest a preference for independent work. Without team-based project experience or explicit collaboration details, assessing cultural fit for a collaborative team environment is challenging.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.