Passionate Software Reasearch and Development Engineer striving to incorporate Machine Learning to the workflow of real-world tasks and add value to software by improving on its performance, efficiency and expediteness. Hands-on experience implementing Machine Learning solutions for different areas, including Facial Recognition, Face Attribute Prediction, Object Detection and Tracking, Dynamic Pricing, Skin Texture Analysis, etc. Experience developping end-to-end pipelines for machine learning solutions including: data collection using web crawler tools (Selenium), model training using Machine Learning/Deep Learning, integration into real-time applications and deployment into different platforms (REST service through Docker container, python packages or scripts, compiled shared .so libraries). Experience managing and deploying to edge devices (Raspberry-Pi, Jetson Nano, RK3288). Experience in the following areas: Image Processing, Computer Vision, Natural Language Processing, Data Mining, Data Analysis.
1+ year experience as a Software Reasearch and Development Engineer in the following areas: Computer Vision, Machine Learning, Software Development, Data Mining.
3+ years experience developping in Ubuntu.
GPA: 4.27
C, C++, Python, SQL, Java, MATLAB, Verilog
Software R&D Engineer, with a focus on Computer Vision. Develops software solutions for emerging requirements, including prototyping and packaging software as well as handling early stage deployment to both cloud platforms (Microsoft Azure) and edge devices, such as: RaspberryPi 4 (both on Raspbian OS and Ubuntu for RPI), Jetson Nano, Rockchip RK3288.
The scope of the responsibilities for this position encompasses (but is not limited to): surveying state of the art for relevant techniques/technologies, conducting feasibility studies, adapting and tailoring machine learning solutions to specific needs/scenarios, implementing and testing the latter as well as benchmarking performance, deploying, managing and maintaining Microsoft Azure resources (Docker container).
Specific projects heavily involved in include: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 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.
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 basic data structures (arrays, graphs, trees, hash tables, etc.), associated algorithms and performance analysis. Main programming language: C++.
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.
Manage Azure resources for machine learning, run machine learning experiments and train models on Azure Machine Learning platform, deploy machine learning solutions. (Credly badge link)
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).