Vincenzo Macri

I'm interested in

About

Who am I?

I am an undergraduate student at Florida Atlantic University pursuing a double major in Computer Science and Computer Engineering, dual-enrolled in a Master of Science degree with a major in Artificial Intelligence. I am a part of the Machine Perception and Cognitive Robotics Lab (MPCR Lab) on campus where I have gained experience building Deep Neural Networks, Convolutional Neural Networks, and Reinforcement Learning agents for a range of different tasks. Additionally, I have done research on Mixed Reality and its applications in the field of education using the Magic Leap One device. Currently, my main research focus in the lab is on creating intelligent avatars for virtual spaces. Aside from the lab where I enjoy spending the majority of my time, I am also a Computer Vision Intern at John Deere, a Web Assistant for FAU where I maintain the website for the Department of Electrical Engineering and Computer Science (EECS), and a Computer Vision Research Assistant. Outside of my work and academic life, I have a strong passion for the performing arts and music. In my free time, I enjoy coding, playing piano, singing, biking, rock climbing, and traveling.

Resume Highlights

Awards

University Scholar Award Recipient

Spring 2022

The University Scholar Awards are given to one student from each of FAU's 8 undergraduate Colleges in recognition of outstanding academic achievement and upon the recommendation of faculty in the student's college.

  • Recieved from FAU’s College of Engineering & Computer Science

Education

Master of Science in Artificial Intelligence

Expected: Spring 2024
GPA: 4.0/4.0

Florida Atlantic University, Boca Raton, FL

Bachelor of Science in Computer Science

Expected: Spring 2023
GPA: 3.8/4.0

Florida Atlantic University, Boca Raton, FL

Bachelor of Science in Computer Engineering

Expected: Spring 2023
GPA: 3.8/4.0

Florida Atlantic University, Boca Raton, FL

Florida Atlantic University High School

Spring 2021

Florida Atlantic University High School is a competitive and rigorous program where students are fully dual-enrolled at Florida Atlantic University from tenth grade through twelfth grade; students take college courses to fulfill high school requirements. Most students graduate from FAU High School with 80-90 college credits.

Professional Experience

Computer Vision Part-Time Student, Technical

June 2022 - Present
Python | C++ | OpenCV

John Deere, Des Moines, Iowa

  • Applied novel machine learning approaches for depth estimation and depth completion from stereo camera input to reduce disparity map holes
  • Collaborated with and learned from leading experts in the fields of robotics, software engineering, computer engineering and machine learning to create products that positively impact millions around the world

Computer Science Research Assistant

Fall 2021 - Present
Python | OpenCV

Florida Atlantic University, Remote

  • Worked with Jetson Nano hardware and opencv in python to research visual looming
  • Collaborated in a team through weekly meetings and discussions
  • Used github to upload, edit and peer review code with team members

Software Developer, Per Diem

June 2021 - September 2021
C++

Smarter Logistics, Remote

  • Met with stakeholders to understand and draft product needs and requirements
  • Developed a C# based data entry and retrieval desktop application
  • Performed user acceptance testing

Projects

  • All
  • Robotics
  • Machine Learning
  • Reinforcement Learning
  • Mixed Reality

Visual Looming Jetbot

System design experience creating a computer vision powered robot. Research accepted to be presented at ASEE SE Conference 2023.

Banana Ripeness Classifier

Built an AlexNet style CNN to classify bananas based on how ripe they are,

Extended Hand

Designed a robotic hand using embedded systems built to extend the reach of the user.

Number Classifier

Built a CNN trained on the MNIST model that classifies hand-written digits in real time in your browser.

Grid World

Used 3 different Q-Learning based algorithms to train a reinforcement learning agent navigation skills.

Multi-Armed Bandit

Built a reinforcement learning agent to solve the classic multi-armed bandit problem.

Mixed Reality Brain

Used the Unity 3D Engine to develop an interactive display of the brain for the Magic Leap One.

Mixed Reality Universe

Used the Unity 3D Engine to develop an interactive display of celestial objects for the Magic Leap One.

Skills

Below are some noteable skills which I have become proficient in through my education and work experience.

Artifical Inteligence Knowledge

  • Deep Neural Networks
  • Convolutional Neural Networks
  • Generative Adversarial Networks
  • Gradient Decent Learning

Reinforcement Learning Knowledge

  • Markov Decision Process
  • Q-Learning
  • Monte Carlo Method
  • Temporal Difference Learning

Machine Learning Tools

  • Collaboratory
  • Google Tensorflow
  • Keras
  • PyTorch

Programing Languages

  • Python
  • C, C++, C#
  • HTML
  • CSS
  • SQL

Proficient Python Libraries

  • OpenCV
  • Numpy
  • Sympy
  • Matplotlib
  • Pandas

Software Knowledge

  • Unity 3D Engine
  • SolidWorks
  • Unreal Engine
  • AutoCAD
  • Overleaf

Contact

Location:

Boca Raton, Flordia

Call:

+1 954 802 6635