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About Sarvenaz Chaeibakhsh
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Sarvenaz Chaeibakhsh's Work History
Data Scientist, Senior Associate
Jpmorganchase
Jun 2024 - Present
No description available.
Data Scientist
Jpmorganchase
Jul 2023 - Present
- Designed and implemented a RAG chatbot to assist bankers with an AI interface, facilitating inquiries about the client base and enriching their client’s insight.
- Engineered a generative AI framework to evaluate RAG chatbot responses (RAGAS), employing diverse metrics for analysis.
- Applied unsupervised clustering methods for client segmentation, enhancing executive understanding of client digital engagement and their behavior evolution.
- Led the effort to rewrite and transition pipelines from decommissioned platform to a new one. Collaborated with multiple teams to rewrite the code, schedule pipeline, and validate functionality in non-prod and production environments.
Data Scientist
First Republic Bank
Aug 2022 - Jun 2023
Data Scientist on the sales intelligent team, responsible for using data science and ML models and concepts to help the bankers with finding new business opportunities, facilitate growth and improve high-touch customer services.
- Developed ML models to understand the drivers for clients’ behavior patterns providing valuable insights to support executive decision-making processes.
- Utilized unsupervised clustering techniques to perform client segmentation, aiding in the development of targeted marketing campaigns.
- Led data driven client prospecting for a marketing campaign.
Graduate Research Assistant
University Of Utah Employment
Aug 2016 - Dec 2021
- Utilized deep learning methods that included CNN, LSTM, and LRCN in the estimation of GRF vectors from instrumental insoles. Maintained an average error rate of <5%.
- Lowered patients’ risk of falling by 51% after optimizing the furniture layout inside hospital rooms. Leveraged evolutionary strategies and simulated annealing optimization techniques.
- Designed and introduced a thigh-based stair climbing controller for powered knee prosthetic devices. Incorporated a minimum jerk concept for ultimate comfort and patient satisfaction.
- Hands-on data collection experience using sensors such as instrumented insoles, force plates, motion-capture cameras, IMUs, and motor encoder.
- Designed and implemented step ascending trajectory planning algorithm for prosthetic knee, using minimum jerk technique based on the thighs position data.
Graduate Teaching Assistant
University Of Utah
Aug 2016 - Dec 2018
Skills: Team Leadership · teachine
Graduate Teaching Assistant
University Of Tennessee
Jan 2016 - May 2016
Teaching assistant in undergraduate classes:
- Vibration
- Statics of material
Graduate Teaching Assistant
University Of Tennessee
Aug 2015 - Dec 2015
Teaching assistant in undergraduate Mechanisms course.
Graduate Research Assistant
University Of Tennessee
Aug 2014 - May 2016
- Estimated an upper extremity post-stroke motion quality with included decision trees and bagging forest. Sustained an error rate <2.5%.
- Design and build of experimental setup aimed at measuring ground reaction force of construction workers on ladders.
Graduate Teaching Assistant
University Of Tennessee
Aug 2014 - May 2015
Teaching assistant in undergraduate Mechanics of Material course
Manager of Engineering Associations
Manzoumeh Kherad Institute
Jun 2012 - Jun 2014
- Managing the trainers and trainees of the engineering educational teams.
Research Assistant
University Of Tehran
Jun 2011 - Jun 2013
- Kinematics of parallel manipulators.
Public Relations Manager of Nasir Driving Simulator Group
Khaje Nasir Toosi University Of Technology
Jun 2011 - Nov 2012
No description available.
Supervisor of Junior Lego Robotic Teams
Lego
Apr 2011 - Sep 2011
No description available.
Supervisor of Robotic teams
Manzoumeh Kherad Instiitute
Jun 2009 - Apr 2013
No description available.
Instructor
Manzoumeh Kherad Institute
Oct 2007 - Apr 2008
No description available.
Sarvenaz Chaeibakhsh's Current Work Details
Sarvenaz Chaeibakhsh's Location
San Jose, California, United StatesSarvenaz Chaeibakhsh's Expertise
Data Scientist @ JPMorgan
Sarvenaz Chaeibakhsh's Current Industry
Jpmorganchase
Sarvenaz Chaeibakhsh's Prior Industry
Manzoumeh Kherad Institute | Manzoumeh Kherad Instiitute | Lego | University Of Tehran | Khaje Nasir Toosi University Of Technology | University Of Tennessee | University Of Utah Employment | University Of Utah | First Republic Bank | Jpmorganchase
Sarvenaz Chaeibakhsh's Education
University of Utah
University of Utah Doctor Of Philosophy (Phd) , Mechatronics, Robotics, And Automation Engineering
University of Tennessee-Knoxville
University of Tennessee-Knoxville Master's Degree , Mechanical Engineering
K. N. Toosi University of Technology
K. N. Toosi University of Technology Bachelor's Degree , Mechanical Engineering
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