Research Scientist
CurrentDevelop AI/AI infra platform to speed up GenAI model (e.g., Llama, Emu) pre-training, fine-tuning, evaluation, and inference.
May 2023 - Present
Who is Ning Li? Overview
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Quick answer
Ning Li is listed as Research Scientist at Meta, based in Mercer Island, Washington, United States. AeroLeads shows a work email signal at facebook.com and a matched LinkedIn profile for Ning Li.
Ning Li previously worked as Research Scientist at Facebook and Research Assistant at University Of Washington. Ning Li holds Doctor Of Philosophy (Phd), Industrial Engineering from University Of Washington.
Company email context
Email format at Meta
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{first}.{last}@facebook.com
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AeroLeads found 2 current-domain work email signals for Ning Li. Compare company email patterns before reaching out.
Profile bio
About Ning Li
I am passionate for data science.I have a good theoretical and practical understanding of classical and modern statistics with extensive experience in statistical modelling and analysis, utilizing machine learning methods to analyze and interpret massive datasets. Also I like automating working flow in order to get reproducible results and improve efficiency. I worked as statistical consultant to help clients solve healthcare problem, as well as a research assistant to work on weather forecast verification problem using machine learning methods.I love to work with data, learn cutting-edge technologies and leveraging big data techniques to solve business problems. I am excited about the challenge of complex, large scale data in real-world problems, so feel free to contact me. My email address is liningblack[at]hotmail[dot]comKey Skills:Academic experience with machine learning, text mining, classification and cluster analysis, big data analysis, data visualizationProgramming languages and software: R, Python, C/C++, Unix Shell, Git, LaTeX, Adobe Illustrator, Tableau, presentation software (MS Office software)Data wrangling: scrubbing data, vectorization, feature extraction and selection,Machine Learning: Deep Learning, SVM, Logistic Regression, PCA, GMM, HMM etc. Chinese & English bilingual
Listed skills include Machine Learning, Data Mining, Data Visualization, Spatial Analysis, and 8 others.
Current workplace
Ning Li's current company
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9 roles
Ning Li work experience
A career timeline built from the work history available for this profile.
Research Scientist
Built PyTorch ecosystem frameworks from the ground up (e.g., TorchEval, TorchData, TorchTNT) to accelerate model training and development in distributed environments, supporting both Meta's internal teams and the open-source community.
Feb 2021 - May 2023
Research Scientist
Sep 2019 - Dec 2020
Research Assistant
- Developed machine learning methods to investigate driver behaviors and to understand how human interact with autonomous vehicles.- Applied computer vision/graphics techniques to build real-time driver distraction detection application based on video streams.- Developed new data analytics techniques based on applied optimization and machine learning for.
Mar 2015 - Aug 2019
Graduate Student Research Assistant
- Forecast verification based on numerical weather prediction models (COAMPS)- Apply unsupervised learning methods to cluster forecast and observation precipitation data- Explore efficient ways to improve clustering performance in large scale data - Data visualization
Sep 2014 - Jun 2015
Software Engineer Intern, Machine Learning
- Developed deep learning based video recommendations for news feed.
Jun 2018 - Sep 2018
Data Scientist Intern
- Implemented a deep learning framework to interpret customer conversion behavior.- Developed the reinforcement learning model to optimize advertising resource allocation.
Jun 2017 - Sep 2017
Research Intern
- Developed data pipeline for automated conversation platform (a.k.a. chatbot).- Employed deep learning model to solve NLP problems on large-scale customer conversation corpus.
Jun 2016 - Sep 2016
Data Analyst Intern
Tianjin Municipal Educational Admission And Examinations Authority
- Responsible for assisting officer to assess the student education levels and dealing with related problems in statistical methods.- Design a reasonable sampling plan in Tianjin for education assessment.- Make a presentation to generalize PISA (which is short for Program for International Student Assessment)
Mar 2013 - Jun 2013
3 education records
Ning Li education
Doctor Of Philosophy (Phd), Industrial Engineering
University Of Washington
Master Of Science (M.S.), Statistics
University Of Washington
Bachelor Of Science (B.S.), Mathematics And Statistics
Nankai University
FAQ
Frequently asked questions about Ning Li
Quick answers generated from the profile data available on this page.
What company does Ning Li work for?
Ning Li works for Meta.
What is Ning Li's role at Meta?
Ning Li is listed as Research Scientist at Meta.
What is Ning Li's email address?
AeroLeads has found 2 work email signals at @facebook.com for Ning Li at Meta.
Where is Ning Li based?
Ning Li is based in Mercer Island, Washington, United States while working with Meta.
What companies has Ning Li worked for?
Ning Li has worked for Meta, Facebook, University Of Washington, Adobe, and Microsoft.
How can I contact Ning Li?
You can use AeroLeads to view verified contact signals for Ning Li at Meta, including work email, phone, and LinkedIn data when available.
What schools did Ning Li attend?
Ning Li holds Doctor Of Philosophy (Phd), Industrial Engineering from University Of Washington.
What skills is Ning Li known for?
Ning Li is listed with skills including Machine Learning, Data Mining, Data Visualization, Spatial Analysis, R, C, C++, and Python.
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