Juan Cheng
Financial Data Analyst
Singapore
Summary
👤
Senior🎓
Top SchoolJuan Cheng is a Financial Data Analyst with a PhD in Physics from the National University of Singapore and a decade of experience turning complex experimental and market signals into actionable insights. She transitioned from building and measuring DNA nanomotors and single-molecule experiments to engineering news and real-time financial analytics pipelines using NLP, Spark, Kafka, Storm and Redis. At InfoTrie she blends statistical modeling and machine learning with production-grade big-data systems to deliver sentiment-driven trading signals, drawing on prior quant and algo-trading experience at Six Capital. Comfortable in R, Python, Java and Matlab, Juan pairs deep scientific rigor with pragmatic software engineering to solve noisy-data problems at scale. Her background supervising students and tutoring undergrads also underpins strong communication and mentorship skills rarely seen in pure quant analysts.
10 years of coding experience
Pass Level 1, Finance, Pass Level 1, Finance at CFAB.S., Physics, 4.3, B.S., Physics, 4.3 at Nanjing UniversityPhD, Physics, PhD, Physics at National University of Singapore
English, Chinese
Github Skills (12)
relation6
thesaurus5
extraction4
corpus4
acl3
large-scale3
relation-extraction3
sentence-similarity2
machine-learning2
lstm2
scale2
python2
Programming languages (1)
Github contributions (5)
cj555/aspect_sentiment
Apr 2019 - Jun 2019
Contributions:197 commits, 188 pushes, 23 branches in 1 month
cj555/algoTradingLiterature
Feb 2017 - Jun 2017
Contributions:173 pushes, 1 branch in 4 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.