Tinghao Li
Full-stack Quantitative researcher at Exoduspoint | NYU M.S. of Financial Engineering & Data Science | Kaggle Medal Winner | Inspiring Data Science/Machine Learning Lecturer
- Role
- Quantitative Researcher at Exoduspoint Capital Management, Lp
- Location
- New York, NY, US
- LinkedIn followers
- 500 followers
About Tinghao Li
A long time (5 years) professional in data modeling, with expertise in machine learning, deep learning and NLP models. Worked in default prediction, fraud detection, alpha signals generating, outlier searches. I. Statistically learning skills: a. Feature engineering/data visualization techniques: T-SNE and principal component analysis b. Classical machine learning: support vector machine, gradient boosting machines, and random forest c. Deep learning: feed-forward, convolutional, recurrent, and generative adversarial networks d. Natural language processing: Word2vec, CBOW, GRU/LSTMII. Technical skillsets: a. Languages: Python, R, SQL, Java, Perl, Php, JavaScript, LaTex b. Proficient Python Packages: Numpy, Pandas, Sciki-learn, PyTorch, SciPy, SymPy, cvxopt, Matplotlib, Seaborn, multiprocessing c. Big Data Toolkits: AWS, Spark, Hadoop, MapReduce, HDFSIf you see a potential match with your business needs, shoot me an email at t••••••••@nyu.edu. I look forward to discussing my capabilities with you.
Experience
Quantitative Researcher
Exoduspoint Capital Management, Lp
Nov 2022 — Present · New York, NY, US
Team leader for quantitative signal research and AI/DS analytic platform
Education
University of Science and Technology in Beijing
Bachelor's degree, Mineral Resources Engineering
2009 — 2013
Stanford University
Graduate Certificate, Quantitative Methods in Finance
2014 — 2015
Baruch College
Pre-MFE, finished with Distinction
2014 — 2015
NYU Center for Data Science
Master of Science - MS, Data Science
2017 — 2019
New York University
Master of Science (M.S.), Financial Engineering
2014 — 2016
Baruch College
Baruch-PKU Summer Camp, Financial Engineering
2014 — 2014
Peking University
Bachelor's degree, Economics
2011 — 2014
Skills
- C++
- Quantitative Research
- Financial Modeling
- Risk Management
- R
- Economics
- Python
- Research
- Analysis
- Sql
- Matlab
- Microsoft Office
- Stata
- Portfolio Management
- Statistics
- Machine Learning
- Data Analysis
- Engineering
- Trading
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