Amy Le work email
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Amy Le personal email
I enjoy using mathematics and computer science to solve problems
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Staff Data ScientistSovrnUnited States -
Senior Data ScientistSovrn Feb 2023 - PresentBoulder, Colorado, United StatesLed machine learning research efforts for auction valuation in real time bidding for display advertising. Worked with management to map product requirements to technical solutions. Developed machine learning products to improve auction efficiency. Spearheaded best practices for causal inference, experiment design, significance testing, and A/B testing.
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Data Scientist IiSovrn Holdings, Inc. May 2021 - Feb 2023Boulder, Colorado, United StatesDeveloped machine learning products. Implemented the complete machine learning project life cycle from data analysis/preparation, feature engineering, training, evaluation/validation, hyperparameter tuning, to model management in production, and communicated insights to stakeholders.
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Data Scientist Assistant ManagerKpmg Deutschland Dec 2016 - Jun 2019Bremen Area, GermanyConsulted an educational publishing client to leverage transfer learning in computer vision to help them detect copyright infringement of their inventory. Consulted an international prescription lens manufacturer to develop predictive models to help them understand product demand. Contributed to the setup and development of KPMG's global technology platforms for data driven solutions and artificial intelligence (KPMG Ignite). -
Data Scientist AssociateKpmg Jul 2015 - Aug 2016Greater Denver AreaConsulted a government healthcare client in predictive modeling and data visualization. Developed and tuned models to help healthcare insurers understand healthcare provider performance. Automated reporting products. Researched new algorithms and technologies. -
InternColorado Financial Management Aug 2013 - Jul 2015Boulder, CoResearched equities, focusing on DCF valuations. Automated reporting products.
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InternGoldman Sachs May 2013 - Aug 2013Greater Salt Lake City AreaContributed to the management of private wealth accounts. Automated reporting products.
Amy Le Skills
Amy Le Education Details
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Applied Mathematics -
Applied Mathematics
Frequently Asked Questions about Amy Le
What company does Amy Le work for?
Amy Le works for Sovrn
What is Amy Le's role at the current company?
Amy Le's current role is Staff Data Scientist.
What is Amy Le's email address?
Amy Le's email address is an****@****ado.edu
What schools did Amy Le attend?
Amy Le attended University Of Colorado Boulder, University Of Colorado Boulder.
What skills is Amy Le known for?
Amy Le has skills like Applied Mathematics, Mathematical Modeling, Numerical Simulation, Statistics, High Performance Computing, Data Mining, Data Analysis, Python, Matlab, C++, R, Database Systems.
Who are Amy Le's colleagues?
Amy Le's colleagues are Savannah Olsen, Karim Tayara, Katherine (Myers) Frick, Danny Christopher, Emma Weber, Babac Vafaey, Spencer Bajcar.
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