• Built an ontology for semantic data structure using RDF, RDFs, OWL, and other ontologies
• Established a knowledge graph for material life cycle assessment of additive manufacturing process
• Analyzed SPRAQL queried data from GraphDB in Python
• Built data ETL pipeline in Python
• Bridged database APIs and parsed data in Python
• Built RESTful API in Flask and deploy in Docker

• Supervised a master student with project and thesis
• Applied agile project management
• Generated generic use-case guideline of UML diagram and use-case description template to improve the efficiency and quality of software development processes
• Monitored and planned requirements engineering cycles
• Applied project management, particularly agile management, and requirements management in management software using Jira

DevOps · CI/CD · Flask · RESTFul APIs · Python · Jira Admin · Data Science · Project Management · Communication · Organization Skills · Data Modeling · Semantic Technologies · Use Case Analysis · Agile Project Management · Requirements Analysis · Databases · Extract, Transform, Load (ETL) · Data Engineering · Ontology Engineering · Artificial Intelligence (AI) · Data Analytics · Deep Learning · Machine Learning · Leadership · SPARQL

• Project for modeling the impact failure (delamination) of different configurations of CFRP under various scenarios in LS-DYNA
• Designed a geometry of components with Autodesk Inventor
• Established the meshed model with HyperMesh
• Optimized the numerical parameters (non-physical) with Python
• Analyzed simulated results and built data visualization with Python
• Fracture mechanics, FEM modeling, CAE design

Python · Composites · Finite Element Analysis (FEA) · Data Analytics · Computer-Aided Engineering (CAE)

• Modeled the failure of a single-lap hybrid joint (Al-CFRP) under tensile loading with LS-DYNA
• Designed components with Autodesk Inventor
• Established the meshed model in HyperMesh
• Calculated required numerical parameters by creating the scripts in Python
• Harvested the binary data from the numerical model to CSV format using LS-PrePost Scripting Command Language (SCL)
• Analyzed simulated results and built data visualization with Python

Python · Fracture Mechanics · Finite Element Analysis (FEA) · Data Analytics · Computer-Aided Engineering (CAE)

• Tuned and assembled microbioreactors and docking station
• Soldered microcontroller and other components on the control board

Communication · Micro Soldering · Medical Devices

• Built numerical models of small-scale pivot specimens for torsion tests using LS-Dyna software
• Analyzed simulated results and developed data visualizations with Python to aid in interpretation of the results

• Conducted cyclic stress (fatigue) loading for small-scale material characterization experiments
• Controlled stepper motors using Python to implement cycling loading and optimized the sleeping time by considering signal frequency, rotation speed, and gear ratio
• Assembled required components in the experimental setup through soldering
• Analyzed signals and developed data visualizations with Python to enhance the interpretation of the results

Python · Finite Element Analysis (FEA) · Computer-Aided Design (CAD)

• Taught junior high and high school students in mathematics, physics, and chemistry
• Assisted and proofread students in admission documents
• Organized and edited teaching curriculums
• Engaged students in more advanced course material and examination techniques
• Participated in teaching material editing and learned various techniques to enhance teaching efficiency and leadership
• Instructed group learning, managed team and center operation
• Facilitated junior high school student involvement in quantitative calculation and critical thinking, and also in educational counseling
• Supported high school students on oral examination and personal statement writing
• Provided special education support (e.g., ADHD)

Logic and reasoning · Communication · Organization Skills · Leadership

• Processed and analyzed the spectrum raw data of microalbumin test using MATLAB
• Developed an algorithm for baseline correction to enhance signal processing in MATLAB

Organization Skills · Signal Processing · Data Analytics · MATLAB

• Processed administrative documents and provided maintenance for research facilities
• Gained understanding on the manufacturing of PDMS (Polydimethylsiloxane) Capacitive Pressure Sensor

Organization Skills

• Followed up on clients' request of switchboard parts crafting (ex. drilling, stamping, plating, bending, welding, leveling, etc.)
• Conducted repeated product testing and revision prior to supervisor's final evaluation

Organization Skills