GLGOctober 2021 - present
Independent IT Consultant
2 consulting project completed (5h direct advising with clients) to provide actionable insights as an expert in a specific topic. . 40 tech surveys completed to provide advise from an expert network for technological and strategic business decision. Topics of expertise: Python, Machine Learning, Cloud services, enterprise softwares implementation, e-commerce strategies based on data.
Technologies used: Tech consulting, Google Cloud Service, python, ML, Data Engineering.
University of Texas at AustinAugust 2020 - August 2022
Graduate Research and Teaching Assistant
Human Centered Robotics Lab and Robot Perception and Learnig Lab; Neuro-prosthesis and Brain Interaction Lab, Rewire Lab, The University of Texas at Austin. BioGIGA: 6-DoF grasp detection via implicit representation with a human-like manipulator. Publication. 3 publications in high impact journals. 1 book chapter on Elsevier: “Rehabilitation Robots for Neurorehabilitation in High, Middle and Low Income Countries: A Roadmap for Engineers and Clinicians”: “Ecuador: a promising case for providing high access to rehabilitation engineer”. Embedded coding and model base development for creating web apps using Matlab GUI and severs to implement different expriments that were conducted and adapated during the pandemic. Brain computer interfaces research for improving functional recovery on hemiparetic stroke patients. Deep RL learning simulation environment for manipulating deformable tissues for surgical robotics. Implemnted in Da vinci surgical robot and close work with Intuitive (producer company). Manipulation task such as: suturing and cutting.
Technologies used: MongoDB, Python, ML, data engineering, embedded programmin, Matlab GUI, Model Based Development, Simulink, embedded controls development, Matlab, Solidworks, SQL, pytorch, tensorfow, conputer vision.
University of Notre DameAugust 2018 - May 2020
Graduate Research Assistant at Aerospace and Mechanical Engineering Department
Researcher at the locomotion and biomechanics lab. Conduct research regarding to human rehabilitation following spinal cord injury through data analysis of human exoskeletons. Technology development for Exo Bioniks that was brough form research to the market, ML control model development for exoskeletons.
Technologies used: MongoDB, Python, ML, data engineering, Model Based Development, Simulink, embedded controls development, Matlab, SQL.
Anheuser-Busch InBevJanuary 2018 - May 2018
Logistics Trainee, and Warehouse Leader, Part of leading team of ML in Ecuador
$40k in monthly savings by redesigning the truck’s structure of the fleet. $10k in monthly savings through an app development for inventory managing that used basic computer vision tools to count the number of products on a warehouse. $500k in monthly savings by developing on app for managing the koint work of the sales, logistics, supply chain for LATAM by providing a better costumer experience. Integration with SAP using API and microdevelopments.
Technologies used: computer vision, Solidworks, C#, SQL, python, SAP
TECPE S.A.August 2017 - July 2018
CMMS MP Software installation and implementation, training to personnel, lifting of requirements and advising sevices. Implementation of software enterprise solutions for companies in the oil gas industry and manufacturing for managing manteinance. Clients: ENAP Sipec, Imptec, Fuerza Aérea Ecuatoriano (FAE).
Technologies used: SAP, MP software, tech consulting.
Solar Village UIOJanuary 2017 - present
CEO, Founder, Robotics Manager, MDB/simulink Director, Data and ML Architect
3 operating solar generation projects in Ecuador. Currently operating. Co-CEO & Founder. Developer of new technologies. Geotracking implementation and thermodynamics simulation using MDB and Simulink. Product owner. ML model
implementation to predict and optimize consumption with the integration and switch between the public and private network.
Technologies used: MongoDB, Python, ML, data engineering, Model Based Development, Simulink, embedded controls development, Matlab, Solidworks, SQL.
SIME Sistemas Médicos USFQOctober 2016 - January 2018
R&D Coordinator, Data, ML and Tech Manager
Designer of new technologies in health care services including the development of a Drugstore Smart Machine in which we are pioneers in Ecuador and Latin America. Implement agile techniques to improve processes and the customer experience of patietns. ML model to improve custommer service.
Technologies used: Slack, Solidworks, Jira, Trello, python, ML
Universidad San Francisco de QuitoAugust 2016 - January 2022
Department of Continuing Education: Courses instructor: 1. Biomechanics of human body and Neuro Rehab (30 h). 2. Rehabilitation Engineering (40 h). Were rated on the top 5 courses of Continuing Education in 2020 and 2021. I have given 6 courses in total including in the Mechanical Engineering Department, Mathematics and Electrical Engineering Department. Instructor for Heat Transfer Lab and Principles of Calculus for Business.
Technologies used: Matlab, ML, python, Simulink
FarmabotJanuary 2015 - present
Chief Technology Officer, Data and ML Architect, Simulink and MDB Director
$6 million worth tech startup. We developed the first smart vending machine of medicines in Latin America. Data engineer techniques to integrate and incorporate our machines into the health care system of Ecuador (complying with all legal and technical requirements). ML control design and implementation for the smart vending machines (Simulink and MDB). ML model for predicting consumer behavior, sales and ecommerce for managing logistics and business strategies. Integration and complaiment with the Ecuadorian Health Care Systems thourgh microdevelopments and APIs. Clients: Main hospitals, clinics, and pharmacy chains in Ecuador. First place in 3-day startup contest, Silicon Valley: Ecuador chapter, 2016. First place “Enter” (Startup and Innovation Contest), Universidad San Francisco de Quito, 2017. Top 3 finalists Eday Contest (Startup division), Camara de Comercio de Guayaquil, 2017.
Technologies used: MongoDB, Model Based Development, Simulink, Azure, Python, Solidworks, C#, SQL, Data engineering, ML, MDB, Matlab/Simulink, embedded controls development.
Universidad San Francisco de QuitoJanuary 2014 - June 2018
Independent researcher: Theoretical & Computational Mechanics Group USFQ. Main author: Acoustic standing waves modelling in gas solid fluidized beds (2016). Collaborator: Damage tolerance of coatings: fracture behavior of WC-Co coatings under different residual stress states. DIC analysis for fracture mechanics of WC-Co coatings.
Technologies used: C++, Matlab, Simulink, Solidworks.