thiagodsd,github

Hi there 👋

As a Data Scientist who has always worked in banking, my career is currently defined by my experiences in credit, engaging in projects that span the entire credit cycle from application to collection, and more recently, by my role working behind the scenes applying artificial intelligence to enhance operational infrastructure.

Academically, my journey began with undergraduate research projects in computational physics, specifically statistical mechanics applied to biological systems. Currently, I'm pursuing a Master's in Computer Science, focused on Machine Learning methods in Remote Sensing, with applications to Natural Disaster analysis.

thiagodsd's Projects

bullet-from-a-gun

Comparative benchmarks of CNN models for detecting gunshot holes in targets, aiming at identifying top-performing architectures in accuracy and efficiency.

dicewin

Graphic User Interface developed for an undergraduate research project, designed to interact with Monte Carlo molecular simulation outputs from the DICE software.

echecs-par-renforcement

Studies on MDP and reinforcement learning in chess, focusing on position representation & encoding.

iof0201-gulf-stream

Gulf Stream study, analyzing its impact on climate change and European weather from 1800-2022. Includes data from 336,286 cruises, scripts, and findings on temperature, salinity, and winter severity hypotheses. Results show no significant causal links.

mobile-app-lab

Experimental React Native application exploring cutting-edge features and best practices in mobile app development.

ppgcc-deep-learning-pinn

Graduate deep learning course projects: Physics-informed neural networks for simulating physical systems and CNN-based wildfire prediction models.

taxi-em-nova-iorque

Experimental repo applying the Kedro framework to the Kaggle NYC Taxi Trip Duration prediction competition. Focuses on streamlining data pipelines and improving model performance.

teafinbhv

Developed at Itaú Unibanco's 'Talents in Action' internship, 'Financial Behaviour' is an online quiz that determines users' finance personas from their responses, using studies on Brazilian money management and clustering on customer data for insights.

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