Guillermo Becerra Ojeda

Led the vision and strategy of a security and operational analytics product based on computer vision, aimed at large retail and logistics operations. I directly participated in the discovery, UX design, technical and business definition, through to the commercial scaling in Chile and Mexico. I worked alongside engineering and sales teams.

I focused on strengthening the value proposition of a Computer Vision as a Service product for large logistics centers. I built documentation from scratch, researching and making explicit the user personas, their pain points, and the business impact of solving those problems, then formulating hypotheses that we could test to make data-driven decisions. Recovered the relationship with the company’s most important client by generating incremental deliverables, combining corporate reporting for the client with agile dynamics for the internal team. Improved the product’s stability, traceability, performance, and documentation through structural redesign of the existing product, positively impacting the client’s trust, credibility, and the real value delivered to their operations.

I led the design and development of technological solutions for two of the main electricity companies in Chile, improving critical reporting and operational processes. I managed process mapping, requirements definition, and technical validation with field teams, senior management, and boards of directors. The projects included integration with ERP systems, complex validation workflows, and executive dashboards, ensuring high standards of security and operational continuity in highly regulated environments.

Leader of business center. Responsible for UX/UI engineers and designers, and for research, ideation, design, development, commissioning, financial analysis and sales processes. I developed metrics for analysis, co-designed products roadmaps with clients. I also implemented SCRUM, change management and strategic thinking, within the team first and then to the all company. Projects were developed in multiple industries, mainly the development of SaaS Cloud platforms to manage operational and financial KPI's using technologies such as AI-DIP, Laravel-PHP, NodeJs, Javascript, GraphQL, Mariadb, MySQL, Apache2, RFID, IoT-MQTT, Zigbee, PCB, among others. Link.

Technology consulting startup for small and medium-sized companies looking to Improve their production processes. Responsible for acquiring new business, defining proposals, ideation and technical design, organizing and growing the team.

Edtech with the mission of reducing access barriers to scientific and technological education through the design and manufacture of low-cost STEM kits and the generation of teaching-learning methodologies. Financed by Corfo.

Objetivos del curso: - Desarrollar conocimientos sólidos en el uso de Python y sus principales librerías, como herramientas fundamentales de la disciplina. - Analizar datos de diversa naturaleza utilizando técnicas de análisis exploratorio para presentar información relevante al negocio. - Realizar inferencias sobre poblaciones a partir de muestras y realizar pruebas de hipótesis que permitan sacar conclusiones acerca de experimentos. - Utilizar diversas técnicas de machine learning para la elaboración de modelos predictivos en distintos escenarios y casos de uso. - Organizar grandes volúmenes de datos utilizando fuentes de almacenamiento masivo para facilitar consultas, extracción y análisis sobre éstos.