Projects
Smart Assistant with edge AI computing - Summer Internship at Himax Imaging in Irvine (Ongoing)
This blog post documents the ongoing summer internship at Himax Imaging in Irvine, focusing on the development and improvement of a computer vision AI model for an AI module product. (Not Finished Yet)
Edge AI
Embedded System
Windows Desktop App Dev
Electron
React Native
Computer Vision
Emotion Detection
Task Automation
AIoT
Internet of Things (IoT)
Automatic Speech Processing
LLM
Jun 17, 2024 → Sep 20, 2024
AI-Driven Grocery Logging and Recipe Suggestions App
Built an AI-driven grocery logging and recipe suggestions app. The app integrates GPT-4 Vision prompts and OCR to scan receipts, tracks purchases, provides expiry notifications, and suggests recipes. Built with ReactJS, Vite, and Firebase, the app underwent extensive testing using Cypress. A Serverless RESTful API with ExpressJS and AWS ElasticBean was also developed for efficient back-end operations.
GPT4-Vision
GPT-3.5
OCR
ReactJS
Firebase
Microservices
Serverless
Vite
Mar 17, 2024 → Apr 26, 2024
AI-Powered Driver Companion Mobile App
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Developed an AI-powered mobile app called Carpanion that serves as a driver companion, engaging in conversation, telling dad jokes, and providing information about the surroundings. The app incorporates AI models such as YOLOv4, GPT-4, Text-To-Speech, and Speech-To-Text, and is built using Django for the back-end and React Native for mobile development. Challenges included integrating real-time speech-to-text capability and ensuring logical and meaningful responses from GPT-4. Future plans include improving contextual awareness, adding more languages and regional pronunciations, and enhancing interaction skills.
Django
React-Native
YOLO
GPT-4
Text-To-Speech
Speech Recognition
Mar 29, 2024 → Mar 31, 2024
Scalable Serverless RESTful services for Recipe Suggestion
Virtual Chef is a recipe suggestion service built with serverless technology, utilizing ExpressJS and AWS ElasticBeanstalk. The project showcases the potential of serverless technology in creating scalable applications. The serverless RESTful API developed with ExpressJS and deployed with AWS ElasticBeanstalk integrates API Gateway with AWS Lambda Functions.
Serverless
Microservices
AWS API Gateway
AWS ElasticBean
AWS Lambda
ExpressJS
RESTful API
Nov 1, 2023 → Nov 30, 2023