艾怡華
Eva Virginia
Arévalo Rivara
Hsinchu City, 300 · Taiwan ·
93.evar@gmail.com
Passionate Software Research 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 expeditiousness. 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 developing 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 Research and Development Engineer in the following areas: Computer Vision, Machine Learning, Software Development, Data Mining.
3+ years experience developing in Ubuntu.
Work Experience
Taiwan Semiconductor Manufacturing Company (TSMC)
Supporting development of Software for Defect Inspection on EUV photomasks.
Supporting development of Software to assist Defect Repair for EUV photomasks.
Coretronic Intelligent Cloud Service (CiCS)
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:- a. Real time face detection and recognition
- b. Real time masked face detection and recognition
- c. Real time gender and age prediction
- d. Object detection and tracking
- e. Skin texture analysis through Image Processing Techniques
- f. Dynamic pricing through Machine Learning/Deep Learning
- g. Hair segmentation and coloring
National Tsing Hua University
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).
National Tsing Hua University
Teacher Assistant for the Data Structures course offered by Prof. Chen Yi-Hsin, National Tsing Hua University, Computer Science Department (CS 2351, Spring 2019).
Embassy of Canada
Assisting and expediting the processing of visa applications. Managing and maintaining the storing of visa applications. Performing general office administration duties.
Embassy of Canada
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.
TELUS International
Customer Service Representative for online game platform Zynga. Assisting and providing information to customers.
Education
National Tsing Hua University
GPA: 4.27
National Tsing Hua University
National Taiwan Normal University
Skills
Programming Languages
C, C++, Python, Java, SQL, MySQL, MATLAB, Arduino, Verilog
Machine Learning & AI
- Natural Language Processing (NLP)
- Data Science
- Data Analysis
- Computer Vision
- CNNs, RNNs, LSTMs, GANs
- Clustering
- Classification / Linear Regression
- Time Series Analysis
- Genetic Algorithms (GA)
- Pattern Recognition
ML/DL Tools & Frameworks
- Tensorflow / Keras / Tensorhub
- Pytorch
- Deep contextual representations (ELMo, BERT)
- Scikit-learn(SkLearn) / Scikit-image(SkImage)
- OpenCV
Miscellaneous
- Ubuntu
- MySQL / PostGreSQL / mongoDB
- Github
- Docker
- Azure CLI
- CUDA
- Arduino
- JNI
Web Development
- HTML5 / CSS / JavaScript
- NodeJs / Flask
- React / Bootrstrap
- Amazon Web Services (AWS) EC2, S3, RDS Services
- Web visualizations with d3.js & Neo4j
Languages & Soft Skills
Languages
- Spanish - Native Proficiency
- French - Native Proficiency
- English - Native Proficiency
- Chinese - Professional Working Proficiency
- Japanese - Beginner Proficiency
Soft Skills
- Likes to keep learning and improving her skill set
- Highly motivated to grow expertise
- Strong sense of responsibility
- Aims for efficiency and excellency
- Good Organizational Skills
- Pragmatic approach
- Flexible
- Adaptable
- Proactive
Licences & Certificates
Microsoft Certified: Azure Data Scientist Associate
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)
Test of Chinese as a Foreign Language Certificate (TCFL)
Obtained a Level 3 Certificate for the Test of Chinese as a Foreign Language
Legal Translation Certificate (English-Spanish)
Authorized by the Ministry of Education , Guatemala to provide legal translation and interpretation services (Spanish-English).