Smart Stock Screener, CMPE 295: Master's Project
August 2019 - May 2020
Design, develop, train, validate and test complex stock screener web application with AI prediction and sentiment analysis
LSTM model on time series data with a positive or negative prediction accuracy of 83%
IoT Indoor Plant Monitoring, CMPE 297-01: Internet of Things
January 2020 - May 2020
Small IoT system using AWS and Flask web app to monitor indoor plant statistics for optimal growth and care
Raspberry Pi 3B+ with Arduino, soil moisture, water level, humidity and temperature sensors and water pump
R.O.S. Lanelet Simulation, CMPE 297-01: Autonomous Driving
August 2019 - December 2019
ROS simulation to autonomously drive vehicle with optimized Lanelet model
Track street lanes and drive best route between two destination points with simulated cars and zero accidents along route
Pothole Detection, CMPE 257: Machine Learning
January 2019 - May 2019
Gathered, labeled and created 5,000 image dataset to train, test and validate machine learning convolution neural network model to detect and rate severity of pothole with 87.67% accuracy
IoT Bus Monitoring, CMPE 275: Enterprise Application Development
January 2019 - May 2019
Built a small-scale simulated IoT system to track buses in real time using Lightweight Machine to Machine(LWM2M) specification
Using Java, Spring Boot for REST API and MongoDB to store client and server data
Project Fluffy, CMPE 273: Enterprise Distributed Systems
January 2019 - May 2019
Developed server side infrastructure(API/toolkit) to store social data on the cloud and solve challenges like secure sharing, load balancing, surviving network failures, data replication and corruption of data
Tools include Java, Python, Raft Protocols, gRPC, MongoDB and Nginx
Recipe AI App, CMPE 272: Enterprise Software Platforms
August 2018 - December 2018
Built iOS application to point phone camera to recognize food ingredients and return possible recipes
Trained vegetable dataset to classify ingredients using Tensorflow and hosted the model on Firebase for application to use
Testing Envision AI App, CMPE 287: Quality Assurance and Testing
August 2018 - December 2018
Developed test design and written test report for an artificial intelligence and optical character recognition iOS application which identifies contents of image to user
Black box testing using decision tables and scenarios for conventional and AI testing to cover majority of contexts and inputs
RoboSumo Competition
September 2016
Assembled and programed a robot to push other robots out of an arena during competition. Placed 8 out of 24.
Computer Engineering Senior Capstone Project
January 2016 - June 2016
Designed, built, and tested module to collect data a skateboard and transmit over Bluetooth to an iPhone, using IMU and microcontroller. Developed iOS application with trick detection algorithm to accurately display skateboarding tricks
Auto Restoration
July 2014 - Present
Diagnosed and replaced water pump, starter, suspension, belts, pulleys, cooling fan, coolant tank and relays
