Connecting our amazing devices to the cloud.

• Developed a Python library to standarize the training and deployment of object detection models using Detectron2, Tensorflow and Keras.• Developed a computer vision model for construction site workers and objects detection (trucks and machinery) and deployed it on Google Cloud.• Developed a machine learning model to estimate the biomass of salmons in video.• Developed a computer vision system to prevent working accidents on a mine truck shop, using object detection to track when… Show more • Developed a Python library to standarize the training and deployment of object detection models using Detectron2, Tensorflow and Keras.• Developed a computer vision model for construction site workers and objects detection (trucks and machinery) and deployed it on Google Cloud.• Developed a machine learning model to estimate the biomass of salmons in video.• Developed a computer vision system to prevent working accidents on a mine truck shop, using object detection to track when workers are in high risk zones.• Worked with satellites images and LiDAR data to develop machine learning models and quantify the value of different ecosystems. Show less

• Developed a computer vision model that allowed to detect and track the use of Personal Protection Equipment in construction sites.• Implemented that model on a Raspberry Pi with Google Coral Accelerator using Tensorflow Lite.

• Researched about the state of IoT Low Power Wide Area (LPWA) network technologies in Chile and the rest of the world.• Developed a plan to create and test a low cost LoRaWAN network to be operated in Santiago, Chile.