Ashish Gupta
Senior Manager, Advanced Analytics at Centennial College
Old Toronto, Ontario, Canada
Summary
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Senior🎓
Top SchoolAshish Gupta is a senior analytics leader based in Toronto with over 13 years of delivering advanced analytics and machine learning solutions across Canadian banking and financial services. At CIBC he leads NLP and ML production work—deploying BERT, Bi-LSTM and LightGBM models via Flask—and drives reporting for 1,000+ business leaders while cutting client reimbursement errors by up to 10%. He combines hands-on model engineering (Sklearn, XGBoost, Spark) with strategic analytics program leadership, and previously improved traditional models by ~15% in card and branch analytics at Scotiabank. An educator and mentor, he teaches AI and NLP at multiple colleges and develops Microsoft-aligned data courses, bridging industry practice with classroom training. His background in finance-focused analytics and an MMA from Queen’s gives him a rare mix of technical depth and business-finance acumen that helps translate complex models into measurable business outcomes.
8 years of coding experience
12 years of employment as a software developer
Professional Certificate Big Data Applied NLP & Artificial Intelligence, Professional Certificate Big Data Applied NLP & Artificial Intelligence at University of TorontoMaster of Management Analytics (MMA), Master of Management Analytics (MMA) at Smith School of Business at Queen's UniversityExecutive Programme in General Management Majors : Finance, Executive Programme in General Management Majors : Finance at Indian Institute of Management, CalcuttaMaster of Computer Application, Master of Computer Application at Dr. A.P.J. Abdul Kalam Technical UniversityBachelor of Computer Application, Bachelor of Computer Application at Guru Gobind Singh Indraprastha University
Github Skills (12)
self-organizing-map10
information-theory9
artificial-intelligence8
reinforcement-learning8
incremental-learning7
machine-learning7
deep-learning7
python6
data-science5
testing3
java3
gluon1
Programming languages (2)
Github contributions (5)
RoyMachineLearning/IEEE-CIS-Fraud-Detection
Aug 2019 - Jan 2020
Contributions:8 commits, 7 pushes, 1 branch in 4 months
RoyMachineLearning/VSB-Power-Line-Fault-Detection
Mar 2019 - Jul 2019
Contributions:29 commits, 28 pushes, 1 branch in 4 months
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