Jesse Frohlich
Senior Quantitative Analyst
Old Toronto, Ontario, Canada
Summary
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Senior🎓
Top SchoolJesse Frohlich is a Senior Quantitative Analyst with 11 years of professional experience and 15+ years of programming practice, combining deep mathematical training (PhD, MSc) with hands-on model building in production. At CIBC Capital Markets he develops AI-driven proxy selection and risk models, and previously delivered top-ranked data science projects predicting urban collision risk using XGBoost and other methods. An experienced educator and organizer, he has taught large university courses, mentored TAs, and expanded seminar accessibility—skills that translate into clear technical communication and team leadership. His research background includes pioneering C++ algorithms for 3D rendering and modernizing legacy codebases, reflecting a knack for translating theoretical insight into robust, production-ready software. Off-hours he’s often found on a bicycle, underscoring a practical, curious approach to problem solving and continuous learning.
11 years of coding experience
BSc with Honors, Mathematics, BSc with Honors, Mathematics at University of AlbertaDoctor of Philosophy - PhD, Mathematics, Doctor of Philosophy - PhD, Mathematics at University of Toronto
Stackoverflow
374reputation
7kreached
3answers
8questions
Github Skills (43)
imputation9
vector-graphics9
tex9
latex9
vector9
missing-data8
algebra8
linear-algebra7
panda3d7
mining7
classification7
clustering7
html6
macos6
haskell6
Programming languages (5)
Github contributions (5)
phro/TeXClasses
May 2016 - Mar 2022
Contributions:11 pushes, 2 branches in 5 years 11 months
phro/.vim
May 2015 - Nov 2024
Contributions:37 pushes, 3 branches in 9 years 7 months
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