Qianli Ma
Client Solutions Engineer at State Street
Greater Boston United States
Summary
👤
Senior🎓
Top SchoolQianli Ma is a Client Solutions Engineer with 12 years of experience combining data science, product engineering, and business analytics to turn large, messy datasets into actionable insights. Based in Greater Boston, he builds production Python pipelines and orchestration (Airflow, AWS) for financial products at State Street while contributing to open-source scientific Python—adding a nuanced Theano fill_diagonal offset feature and its tests. He is fluent in Python, Java, SQL, R, Spark/Hadoop and visualization tools like Tableau, and has practical experience deploying ML and NLP workflows from internships to enterprise settings. A pragmatic team player with a Northeastern engineering management master’s and a data mining certificate, he is increasingly stepping into leadership roles and brings a creative, pattern-focused mindset to solving business problems.
11 years of coding experience
1 year of employment as a software developer
Master’s Degree, Engineering Management, 3.7/4.0, Master’s Degree, Engineering Management, 3.7/4.0 at Northeastern UniversityBachelor of Engineering (B.E.), Construction Management and Real Estate, Bachelor of Engineering (B.E.), Construction Management and Real Estate at Tsinghua University
Github Skills (8)
tensorrt10
tensor10
tensorflow10
python10
operation10
linear-algebra10
theano10
unit-test9
Programming languages (3)
Github contributions (5)
Theano/Theano
Jun 2014 - Aug 2015
Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor
Role in this project:
Back-end Developer
Back-end DeveloperContributions:164 commits, 7 PRs, 75 comments in 1 year 2 months
Contributions summary:Qianli's commits focus on the implementation of a new feature, specifically an offset version of the `fill_diagonal` operation within the Theano library. They developed a new class, `FillDiagonalOffset`, along with its associated functions and tests. Their contributions include modifying existing code to integrate the new functionality, addressing bugs, and ensuring proper shape inference and gradient calculations for the new operation.
python-librarymathmulti-dimensionalpythonevaluate
BU-NU-CLOUD-SP16/cloud-gateway
Feb 2016 - Apr 2016
Contributions:108 commits, 95 pushes, 7 comments in 2 months
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