YU MENG
Summary
I am currently working as a Graduate Software Developer at Kneat Solutions in Limerick, where I specialize in API development as part of the backend team. I graduated with a Master's degree in software development from the University of Limerick in 2023.
My graduate dissertation focused on sentiment analysis and evaluation of Twitter data related to LGBT topics using supervised machine learning algorithms. I am highly motivated to pursue a PhD in Machine Learning for Natural Language Processing, with a strong interest in research aimed at understanding and augmenting public opinion and public discourse.
Overview
6
6
years of professional experience
Work History
Graduate Software Developer
Kneat Solutions
Limerick
09.2023 - Current
- Specialize in backend development with a focus on designing and building RESTful APIs
- Develop and maintain scalable microservices using modern frameworks and cloud-based solutions
- Work with AWS services (EC2, S3, RDS) to deploy and manage backend infrastructure
- Conduct troubleshooting and debugging to resolve backend issues and optimize system performance
Architectural Budget Engineer
CSCEC
07.2019 - 01.2021
- Created Glodon and CADD construction phasing drawings and models
- Estimated quantities and cost of materials, equipment, labor to determine feasibility
Education
Master of Science - Software Development: International System
University of Limerick
Limerick, Ireland07.2023
Bachelor of Science - Hydraulic Engineering
Northwest A&F University
Xi'an, China07.2019
Skills
- Languages: Python, Java, C#
- API Development
- Cloud Deployment: AWS
- Data Management: MySQL, Data preprocessing and cleaning, Large-scale data analysis
- Machine Learning: Supervised & Unsupervised Learning Experience with BN, SVM, KNN etc
- Deep Learning: Experience with CNNs, RNNs, Transformers etc
- NLP: Experience with Text classification, sentiment analysis, topic modeling, language modeling
Timeline
Graduate Software Developer
Kneat Solutions
09.2023 - Current
Architectural Budget Engineer
CSCEC
07.2019 - 01.2021
Master of Science - Software Development: International System
University of Limerick
Bachelor of Science - Hydraulic Engineering
Northwest A&F University
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