Miguel Cabrera Email and Phone Number

Working as an ongoing consultant through Actalent

I took the lead in engineering a state-of-the-art, lightweight multi-stream object detection system based on the YOLO framework. This innovative system is adept at handling numerous RTSP streams concurrently, ensuring high precision in object detection. By incorporating ByteTrack, I enhanced the system’s capability to maintain consistent object identification across video frames, which significantly improved robustness in detection and ensured the continuity of tracking. My role involved close collaboration with the marketing department to train and fine-tune computer vision models. This ensured that our demonstrations were precisely tailored to showcase the solution's capabilities to potential clients, highlighting its versatility and sophistication.In my pursuit of optimizing real-time data processing, I implemented Kafka to stream YOLO object detection inferences, which optimized the flow of data into our specialized data manipulation architecture. My development work unfolded within a Dockerized environment which significantly streamlined our build and deployment cycles. This initiative not only enhanced the reliability of our development workflow but also positioned us at the forefront of innovation in object detection technology.

Master's student, member, and research assistant of the research group Motion Robotics and Automation Lab (MoRA). Worked on developing a bio-logging suction cup device for small cetaceans. Involves the use of modeling on SolidWorks, performing computer fluid dynamic simulations on OpenFoam, and implementing validation techniques.

As a mechanical engineering intern at Bosch FHP, I had the opportunity to leverage my technical acumen and design expertise, using NX software to perform critical updates and alterations to engineering parts. My responsibilities stretched from interpreting and executing Engineering Change Requests to maintaining the accuracy and relevance of the Bill of Materials (BOM).A significant portion of my role involved the generation and updating of engineering drawings for legacy products. This vital task aimed to ensure clients were equipped with precise information about required clearances, ultimately enhancing their understanding and enabling effective operations.Furthermore, I played an integral part in the release of supplier drawings as well as my contribution to the BOM for the launch of a new line of units, showcasing my ability to handle tasks of high strategic value.This experience at Bosch FHP provided me with a comprehensive insight into the intersection of product design and manufacturing processes, honing my skills in CAD, communication, and problem-solving. As I seek to advance my career, I am eager to utilize these skills and contribute to the innovative and sustainable solutions that define modern engineering.

Learning Assistant for Florida International University, primarily working within the Math Lab. Assisted with the facilitation of small group interaction in order to identify and address student difficulties with conceptual content in College Algebra, Pre-Calculus, and Calculus 1. Provided weekly review sessions to reinforce the content that the students went over in class.