Portfolio

Computer Vision Emotion Recognition for Robotics

Neato robot recognizing and reacting to emotions from webcam video in real time using facial keypoints and SVM classifier. Spring 2017.

Blackout Arcade Game

Two player collaborative arcade game. Firmware programmed on microcontroller. Iteratively designed and created with multidisciplinary team for mechatronics course. Spring 2017.

Aroama Wearable

Aromatherapy assisted mindfulness that goes where you go. IoT stress detection and aromatherapy wearable designed and prototyped for integrated product design course. Fall 2016.

Investigating KwaDela

Analyzing and visualizing thermal/pollutant data over time from the KwaDela Township in South Africa Pre/Post Intervention.
Data Science, Spring 2016.
Research continued Fall 2016.

Impact of Substance Abuse on Mental Health

Data-driven analysis of how a long-term relationship with drug abuse influences emotional behaviors and why.
Data Science, Spring 2016.

Machine Learning SF Crime Classification

Machine Learning Kaggle challenge to create a model to predict the categories of crimes occuring in San Francisco.
Data Science, Spring 2016.

Human-Centered Design: EMTs

Iterative and collaborative human focused design project designing for and with Emergency Medical Technicians.
Usser Oriented Collaborative Design,
Spring 2016.

SentiMap

An interactive map web application showing tweets across the USA along with their positive/negative or political sentiment.
OlinJS, Spring 2016.

Spring Initiative Web Application

Student management system for Spring Initiative, and afterschool program for at-risk students in MS, built using MEAN stack.
OlinJS, Spring 2016.

Interactive, Wearable Art Piece

Wearable art piece that senses data from the wearer and their surroundings, thereby allowing both the user and those around them to experience the user's living data.
Principles of Engineering, Fall 2015.

AES Encryption: Verilog Implementation

Advanced Encryption Standard (AES) encryption and decryption cryptography algorithms implemented in Verilog.
Computer Archictecture, Fall 2015.

Brake System Emergency Shutdown

Design for brake system emergency shutdown. Brake over travel, brake/brake torque plausibility, for electric vehicle. FSAE/Formula Hybrid competition team.
REVO Electric Racing 2015.