Shihao Ran
Senior Data Scientist, Dataminr | Real-time event & risk detection
- Role
- Senior Data Scientist at Dataminr
- Location
- New York, NY, US
- LinkedIn followers
- 500 followers
About Shihao Ran
Data Scientist at Dataminr AI Org.I currently work on NLP, Statistical Modeling, and Data Visualization.I got my Ph.D. degree in Electrical and Computer Engineering, focusing on integrating Deep Learning in modeling biomedical imaging systems and solving ill-conditioned inverse problems.I have gained hands-on experience in various Machine Learning models (Logistic Regression, Random Forest, SVM, KNN, Naive Bayes, K-Means, Gradient Boosting Decision Trees), Deep Learning models (Convolutional Neural Network, Deep Neural Network for 2-D image classification, 1-D regression), and Natural Language Processing (text mining, topic recognition, text classification). Technical proficiencies include:Programming: Python (primary), JavaScript, Bash Scripting.Database: PostgreSQL, SQLite, MySQL, MS SQL Server.Data Science Tools: Pandas, Tensorflow, Apache Spark, Scikit-Learn, Keras, Scipy, NLTK, Bokeh, Seaborn, Tableau, Plotly, Dash, R, D3.JS.Web / Media: Docker Container, Docker Compose, AWS EC2, Flask, HTTP5, CSS.Engineering Tools: Zemax, Amira, SolidWorks, LabVIEW, MATLAB.Portfolio Website: https://shihaojran.com
Experience
Senior Data Scientist
May 2025 — Present · New York, NY, US
Education
University of Electronic Science and Technology of China
Bachelor of Science - BS, Electronic Engineering
2011 — 2015
University of Houston
Doctor of Philosophy - PhD, Electrical and Computer Engineering
2015 — 2020
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