Chief Software Engineer

• Jul 2021 - Present

Mechatronics Building UTEC Intern

• Feb 2022 - Jul 2022

Prototyped a smart shopping cart for supermarkets using Computer Vision, Image Processing, Machine learning, Raspberry and Mobilenet for a Mexican Startup named MyPay.Created a new format for reporting and presenting the weekly progress of each area (computer vision area, design and mechanical area and electronics and power supply area), the time consumption regarding the Gantt of the project development decreased by 40 %.Using descriptors such as ORB, SURF and SIFT for object classification with multiprocessing to create an efficient non-scalable database of supermarket products in the future.Using deep learning models like YOLOV3, V4 and V5 through the darknet, TensorFlow and PyTorch respectively and Mobilenet in order to apply object detention on barcodes from supermarket products when they enter or exits the smart cart. As a consequence, the client does not need to check out when he leaves the supermarket.Researched and applied spatial domain image enhancement, frequency domain image enhancement, image restoration, image Compression, wavelets and multi-Resolution processing, morphological image processing, image segmentation and digital video for detect, read and decode the barcode using two Arducam cameras processing in an embedded system: Jetson Nano.Contact - UTEC : rcanahuire@utec.edu.pe Contact - Maypay : mauricio.rios@mypay.com.pe Show less

Practicante pre profesional del departemento de Ingeniería Mecatrónica

• Feb 2022 - Jul 2022

Prototipado de un carrito de compras inteligente para supermercados usando Visión por Computador, Procesamiento de Imágenes, Aprendizaje Automático, Raspberry y Mobilenet para una Startup Mexicana llamada MyPay. Uso de descriptores y modelos de aprendizaje profundo para leer y decodificar el código de barras usando dos cámaras Arducam procesando en un sistema embebido: Jetson Nano.Creó un nuevo formato de reportes en consecuencia el consumo de tiempo respecto al Gantt del desarrollo del proyecto disminuyó en un 40%. Contacto - UTEC : rcanahuire@utec.edu.pe Contacto - Maypay : mauricio.rios@mypay.com.pe Show less

Profesor

• Sep 2018 - Aug 2021

Learning in teaching methods. Knowledge obtained in emotional intelligence to be able to form a bond with the student and connect with him. Discipline in creating presentations, classes and creating fellowship among students. Learning in teaching methods. Knowledge obtained in emotional intelligence to be able to form a bond with the student and connect with him. Discipline in creating presentations, classes and creating fellowship among students.