Sera Mirchandani work email
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Sera Mirchandani personal email
I am a data scientist with experience in applied math, engineering, and consulting, excited to derive insights and data-driven business outcomes using machine learning, statistical analysis, and data visualization.
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SpotifyRemote
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Senior Data ScientistSpotify Aug 2022 - PresentStockholm, Stockholm County, Se
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Data ScientistSnap Inc. Nov 2021 - Jul 2022Santa Monica, California, Us -
Data Scientist IiMicrosoft Jun 2019 - Sep 2021Redmond, Washington, Us -
Data Scientist IMicrosoft Mar 2018 - Jun 2019Redmond, Washington, Us• Built retention models for users transitioning between two versions of an app. These resulted in recommendations to business stakeholders to reassess engineering decisions thus avoiding a forecasted loss of over 30% of the millions MAU relying on the older app.• Modeled app onboarding funnels in collaboration with UX research, design, and engineering. Using statistical analysis and customer interviews we demonstrated that 80% of users who completed the first step did not complete the second step, which we linked to inefficient UI elements; results prompted the engineering team to fund and ship immediate UI changes.• Constructed churn models using a variety of machine learning methods and identified key features that were leveraged into user-facing guided interactions. Prediction methods included business rules, logistic regression, random forest, and explainable boosting machine.• Developed 2 product metric sets to track key performance indicators to enable leadership to set quantitative long-term growth goals and understand product and feature health.
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Visiting Research ScientistAllen Institute For Cell Science Jan 2018 - Feb 2018Seattle, Wa, UsPredicted (classified) protein structures using features from the cell imaging pipeline with logistic regression and random forest models to confirm hypothesis that batch effects occurred within the pipeline. -
Environmental Engineer, ConsultantAecom 2015 - 2017Dallas, Texas, Us• Developed the CERCLA-linked Environmental Impact and Benefit Analysis tool for the Portland Harbor Sustainability Project and co-authored a related publication.• Identified data gaps and sources of uncertainty within environmental data and sustainability tools.• Created data visualizations, which communicated sustainability metrics and cost-benefit analyses to the various stakeholders ranging from community members to federal agencies. -
Process Modeling And Optimization Research FellowSandia National Laboratories And University Of Arizona 2014 - 2015Albuquerque, Nm, Us• Created a physical model of processes for desalination systems using physical theories. Implemented in Matlab; simulated operation and estimated costs. Validated the model using field measurements.• Optimized the model using a genetic algorithm to minimize the cost of solar desalination systems subject to production and equipment constraints. -
Research And Project Manager AssistantBureau Of Reclamation And University Of Arizona 2012 - 2015Washington, Washington Dc, Us• Designed, constructed, and conducted operational testing of the decentralized renewable energy [solar] membrane distillation (MD) pilot desalination system in a lab and the field with a multidisciplinary team.• Communicated complex and technical issues to academics, government officials from the Bureau of Reclamation, researchers from Sandia National Laboratories, contractors, and industry professionals. -
Jitter Research Assistant And Image Processing ValidatorNasa High Resolution Imaging Science Experiment (Hirise) 2008 - 2011Us• Experimented with filtering algorithms in Matlab for image distortions (jitter), which removed terrain smoothing for the High Resolution Imaging Science Experiment (HiRISE) on the Mars Reconnaissance Orbiter.• Generated or improved stereo-pair anaglyph products, identified numerous image anomalies, and recommended or applied image processing solutions.
Sera Mirchandani Skills
Sera Mirchandani Education Details
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University Of ArizonaEnvironmental Engineering -
University Of ArizonaEngineering Mathematics
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Galvanize IncData Science
Frequently Asked Questions about Sera Mirchandani
What company does Sera Mirchandani work for?
Sera Mirchandani works for Spotify
What is Sera Mirchandani's role at the current company?
Sera Mirchandani's current role is Senior Data Scientist at Spotify.
What is Sera Mirchandani's email address?
Sera Mirchandani's email address is se****@****com.com
What schools did Sera Mirchandani attend?
Sera Mirchandani attended University Of Arizona, University Of Arizona, Galvanize Inc.
What are some of Sera Mirchandani's interests?
Sera Mirchandani has interest in Desalination, Environmental And Water Planning, Environment, Education, Poverty Alleviation, Science And Technology, Water Resources For Rural Communities, Membrane Technology, Environmental Modeling, Disaster And Humanitarian Relief.
What skills is Sera Mirchandani known for?
Sera Mirchandani has skills like Data Analysis, Matlab, Research, Programming, Python, Data Science, Machine Learning, Environmental Science, Data Visualization, Mathematical Modeling, Engineering, Sql.
Who are Sera Mirchandani's colleagues?
Sera Mirchandani's colleagues are Siavash Haghtalab, Mark Chu-Carroll, Nidhish Gupta, Fernando Pochulu, David Torrens, Steve Birnbaum, Mahdi Soual.
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