Passionate Machine Learning Researcher striving to incorporate machine learning to the workflow of real-world tasks to expedite the process and render it more efficient. Hands-on experience with state-of-the-art Natural Language Processing (NLP) models (BERT) and implementing deep learning models (Tensorflow/PyTorch) for NLP and Computer Visioin applications; as well as more traditional supervised and unsupervised learning tools. Acquainted with performing classification and more general heuristic tasks through Genetic Algorithms and Pattern Recognition techniques. Experience crawling and processing datasets from Social Media platforms (Twitter), performing Data Analysis and leveraging resulting Datasets for diverse Machine Learning (ML) tasks. Fundamental understanding of Parallel Programming .
GPA: 4.27
C, C++, Python, SQL, Java, MATLAB, Verilog
Teacher Assistant for the Data Mining: Concepts, Techniques, and Applications course, offered by Prof. Chen Yi-Hsin, National Tsing Hua University, Institute of Information Systems and Applications (ISA 5810, Fall 2019). Course contents included basic data structures (arrays, graphs, trees, hash tables, etc.), associated algorithms and performance analysis. Main programming language: C++.
Teacher Assistant for the Data Structures course offered by Prof. Chen Yi-Hsin, National Tsing Hua University, Computer Science Department (CS 2351, Spring 2019). Course contents included data analysis and visualization, the use of machine learning techniques to extract knowledge from data and solve classification, regression and clustering problems. Main programming language: Python.
Assisting and expediting the processing of visa applications. Managing and maintaining the storing of visa applications. Performing general office administration duties.
Greeting, welcoming and announcing visitors to the Embassy of Canada in Guatemala. Receiving and forwarding incoming calls. Providing information and guidance. Performing general administration duties.
Customer Service Representative for online game platform Zynga. Assisting and providing information to customers.
Obtained a Level 3 Certificate for the Test of Chinese as a Foreign Language
Authorized by the Ministry of Education , Guatemala to provide legal translation and interpretation services (Spanish-English).