I am currently a deep learning algorithm engineer, graduated with a master's degree (MS) in Electrical and Computer Engineering (ECE) from Carnegie Mellon University and a bachelor's degree (BS) in Electrical Engineering (EE) from National Taiwan Ocean University.
I conducted two machine learning independent research projects in college, the first about Object Detection and the second about Anomaly Detection; At CMU, I deepened and broadened my knowledge and skills in machine learning with coursework, group projects, and research internship experiences.
I am looking to expand my network, so feel free to connect & contact me on LinkedIn via the button below on my homepage
At CMU, I assisted in one of Dr. Kun Zhang’s research projects about the causal representation of multimodal data for my summer internship.
Studied state-of-the-art research work in causal representation & multi-tasking learning and summarized my findings
Collaborated with others to study theoretical frameworks for the causal representation of multimodal data
Scheduled and attended regular meetings with professors
Wrote a report to provide a brief overview of the fundamental concepts & some high-level ideas in multimodal data fusion & multi-task learning for causality
Research Project
Automatic Fish Detection and Tracking in Underwater Videos
Analyzed model weaknesses, leading to the creation of an improved model capable of addressing imbalanced datasets, thereby surpassing other prominent outlier detection algorithms like GMM, PPCA, LSA, LOF, one−class SVM, and Isolation Forest, on categorical data
Scara Robot Arm
Designed and constructed 3D printed parts along with ramps 1.4 controller board powering an Arduino board mega 2560, two 42-step motors, and a servo to build a mini programmable robot arm that can draw and write via G-code programming
A character-based attention model with teaching-forcing method for retrieving attention plots [Link]
A regularized LSTM model for next word prediction and text generation[Link]
A stacked LSTM model concatenated with a CTC beam search decoder for speech recognition + RNN & GRU & CTC self-implementation [Link]
A self-implemented ResNet50 model for face classification and face verification + CNN self-implementation [Link]
A neural network predicting phoneme state labels for Mel spectrogram frames for speech recognition + MLP self-implementation [Link]
Optimization (Python)
A self-implemented Reciprocal thresholding iterative model for sparse gray-image reconstruction optimization problem [Link]
Advanced Programming Concepts in Java (Java + JavaFX)
A self-designed multi-user chat app enabling multiple computers to connect to the same chat room for the exchange of messages, encrypted text files, and images[Link]
A restaurant service simulator employing multi-threading in Java [Link]
A self-designed math calculator app that follows order of operations rules [Link]
Software Design for Visual Environments (Java + Android Studio)
A self-designed Family Relationships Learning app for children to learn the family relationships via a visualized family tree and tests [Link]
A DuckHunting game app where users can shoot from a cannon at a duck flying across the screen with sound effects[Link]
A CandyStore app simulating a cash register using SQLite to store data and manage relational databases[Link]
A MortgageCalculator app employing shared preferences mechanism to persist data for users from their last use [Link]
A Puzzle game app allowing users to move the pieces by touches, swipes, and multiple taps[Link]
A TipCalculator app automatically updating the results whenever users alter their inputs [Link]
A Tic-Tac-Toe app allowing users to keep playing the game by reusing View object [Link]
Introduction to Computer Systems (C)
A web proxy server as an intermediary between multiple clients and the internet server for accessing web resources and caching it for furture use [Link]
A Linux shell program as an interactive command-line interpreter for running programs on behalf of users, supporting job control and I/O[Link]
A cache simulator simulating the behavior of a cache with arbitrary size and associativity[Link]
A dynamic storage allocator with self-implementedmalloc, realloc, calloc, and free functions[Link]
Computational Problem Solving for Engineers (Python + C++)
A function supporting Huge square matrices transposition using OpenMP for parallel programming[Link]
A program analyzes Lorenz attractor chaotic behavior using HTCond, PySpark, and Bridges-2 at PSC [Link]
Algorithms and Data Structures (C++)
A generic class simulating map in STL that provides operations, including find, insert, erase, indexing operator, empty, and clear[Link]
