Tiago Teixeira

• Improved autonomous aircraft landing systems using advanced computer vision and machine learning to enhance navigation accuracy and safety. • Built and deployed a modular pipeline for object detection, pose estimation, and segmentation, using MLOps best practices. • Optimized embedded AI models through quantization to meet real-time performance requirements on limited-resource hardware. • Presented technical results and progress to internal stakeholders. • Developed speech-to-text prototypes, from model training to hardware integration, improving accessibility and human-machine interaction. • Led experiments with large language models (LLMs), creating AI-powered tools such as chatbots. • Collaborated with cross-functional teams in France and Silicon Valley to drive innovation in AI-based navigation.

• Applied computer vision and machine learning algorithms, including RNNs and tracking models, to accurately detect accidents in dashcam videos. • Managed and preprocessed large datasets of dashcam footage. • Trained RNNs to recognize patterns indicative of accidents and evaluate the model's effectiveness using real-world video data. • Developed a Dash application to demonstrate the project's capabilities, from video input to accident detection. • Worked closely with the team and stakeholders, sharing insights and progress. • Prepare and deliver a comprehensive presentation on the project's methodology, results, and impact.

• Developed a simulation application based on Multi-Agent Systems (MAS). • Used MESA package to build the simulation model regarding smart meter communicative chain. • Utilized Dash Framework to provide a visualization application to demonstrate the results of the simulation model. • Explored data and methods to implement a powerful model. • Achieved to create a model with 20% margin of error regarding communicative chain KPI’s.

• Developed the front-end of a SaaS using ReactJS • Directed the implementation of REST API in the application • Collaborated with two other freelancer to carry out this project