宋浩茹 Hao-Ru Sung| [email protected] | LinkedIn | GitHub A s a Research Assistant at Academia Sinica , specializing in Generative AI research and application. With 3 + years of experience in NLP a nd Machine Learning , along with 4+ years in Backend Development . Proficient at translating complex theories into practical applications. Skills Languages: Python, R, SQL, MATLAB, C, C#, JavaScript, Node.js Software & Tools: PyTorch, PyTorch Lightning, Tensorflow, Scikit-Learn, NLTK , GCP, Linux, SQL / NoSQ , Pandas, Hugging Face, Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow
Native. I am proficient in using testing frameworks, GitHub for version control, and Docker for deployment. . Machine Learning and Deep Learning Here is a summary of the relevant technologies in the field of machine learning that I have researched and become familiar with over the past year: Numpy (Numerical Computing Library) : Numpy is one of the core libraries for numerical computing in Python. It provides powerful mathematical functions and array operations, capable of handling multidimensional arrays and matrix operations. In data processing and analysis, Numpy is an indispensable tool for efficiently handling large amounts of
模型 side project 使用深度學習框架(Pytorch)自行搭建預測模型,以各式台灣景氣指標當作輸入,輸出未來經濟景氣趨勢階段。 技術:Pytorch、Pandas、Numpy、 Sklearn 論文發表 • Chen, X. Z., Li, M. C. , & Chen, Y. L, January). Strategies for Helping Anchor-Based Trackers Learn re-ID Features for Smart City Surveillance. In 2024 IEEE International Conference on Consumer Electronics (ICCE) (ppIEEE. • Li, M
A&M Institute of Management & Technology, Pathankot
CA , 07/2016 - 04/2019 77%
12th
Anuradha Sr. Sec. School, kangra
Science, 2014 - 2015 66%
10th
S.R.M Public School, kangra
2013 61%
TECHNICAL SKILLS SOFT SKILLS
Python Pandas
PostgreSQL Matplotlip
Numpy Spreadsheet
Communication Cooperation
Teamwork
Analysis
LANGUAGES INTERESTS
English, Hindi, Punjabi Hosting and Event Management, Photo & Video Editing,
Travelling
PERSONAL PROJECT
Disease Analysis software (03/2020)
This project developed in lockdown to help public health professionals analyze and visualize the complex data used in infectious disease control. we can find out the percentage (%) of the disease by asking the patient a few question. I built this project with the help of Python and MySQL database .
A&M Institute of Management & Technology, Pathankot
CA , 07/2016 - 04/2019 77%
12th
Anuradha Sr. Sec. School, kangra
Science, 2014 - 2015 66%
10th
S.R.M Public School, kangra
2013 61%
TECHNICAL SKILLS SOFT SKILLS
Python Pandas
PostgreSQL Matplotlip
Numpy Spreadsheet
Communication Cooperation
Teamwork
Analysis
LANGUAGES INTERESTS
English, Hindi, Punjabi Hosting and Event Management, Photo & Video Editing,
Travelling
PERSONAL PROJECT
Disease Analysis software (03/2020)
This project developed in lockdown to help public health professionals analyze and visualize the complex data used in infectious disease control. we can find out the percentage (%) of the disease by asking the patient a few question. I built this project with the help of Python and MySQL database .