Juan Andres Carvajal Email & Phone Number

Columbus, Ohio, United States

Princeton, New Jersey, United States

Optimizing deep learning models for edge devices and embedded systems. Responsibilities include development and testing of proprietary algorithms involving quantization, pruning and knowledge distillation for classification and object detection

Lafayette, Indiana Area

* Master Thesis: Developed UNET based model to segment 3D images, decreasing time to identify nuclei in full embryo from 5 days to <1 hour* Reinforcement Learning Research: Applied Advantage Actor Critic with auxiliary rewards to solve sparse rewards exploration, relying on multimodal information to improve efficiency

Guayaquil, Ecuador

Member of research lab working on: a) deep learning for natural sciences and b) multispectral ADAS systems

Erlangen Area, Germany

Responsible of testing, analyzing and implementing disparity maps algorithms to develop post-production software for the film industry with light field camera arrays

San Sebastian, Spain

Title: "A first approach to a Simultaneous Localisation and Mapping solution implementing the Extended Kalman Filter for visual odometry data"• Implement a EKF-SLAM algorithm in C++ using the OpenCV library. • Honorific Mention for this Thesis

Master Of Science - Ms, Electrical And Computer Engineering

Segmentation and reinforcement learning research. Relevant coursework: Machine Learning I, Robotics and Machine Vision, Deep Learning.

Bachelor’S Degree, Electrical, Electronics And Communications Engineering