Théo Gachet

Transformer Translation

Neural Machine Translation: Portuguese-to-English Transformer model with attention mechanisms, attention weight visualization and performance evaluation.

Seq2Seq with Attention

Seq2Seq Machine Translation: Full pipeline for automated French-to-English translation using Seq2Seq with attention mechanisms.

Multi-threaded Game

Multi-threaded client-server app: synchronized game logic with pseudo-random generation. Manages real-time buzzing, response times, and ranking updates.

Surveillance Opt.

Surveillance optimization using Integer Linear Programming: 2D grid coverage via binary linear modeling. Optimized in Julia with the HiGHS solver.

404 CTF AI Security

Handwritten digit decryption using Convolutional Neural Networks (CNN) in a cybersecurity Capture The Flag context.

Autonomous PIC18 Robot

C-programmed system for distance sensing and battery monitoring. Focused on hardware design, energy efficiency, and precise microcontroller control.

TESS Text Suggestion

Text completion and spell-checking system using optimized hash tables for word storage, frequency-based prioritization, and custom dictionary management.

Bayesian Housing & UQ

Uncertainty quantification for house values prediction. Recalibration via UCC and data augmentation to reduce MPIW by 40% and epistemic uncertainty by 65%.

Gene Genomics AI

Predictive model classifying gene functional families from DNA sequences. Trained on human DNA and cross-species tested using multiple encoding methods.

Biomimetic Drone Vision

Bio-inspired drone vision and behavior using a robotic platform. MATLAB/Simulink modeling of photoreceptors via Gaussian sensitivity for autonomous navigation.

Wafer Time Series

Time series to predict surface material removal rates. Implementation of historical data analysis to elucidate silicon wafer characteristic evolution.

Pneumonia CNN

High School Project: CNN-based algorithm for pneumonia diagnosis from radiographs. Merges medical imaging with deep learning techniques.

Antarctica Arduino Rover

High School Project: Autonomous rover for data collection. Integration of ultrasonic sensors and anemometers for navigation in harsh environments.

Homemade SSD & HDD

High School Project: Comparative analysis of HDD and SSD. Implementation of data storage simulations using Arduino and transistor-scale electronic modeling.