Satrajit Chakrabarty

FAQ About Satrajit Chakrabarty

• What is Satrajit Chakrabarty's address?

  Satrajit Chakrabarty is located at
  Switzerland

• What is Satrajit Chakrabarty's job title?

  Satrajit Chakrabarty is a
  If I were to choose a central theme that underlies all the projects that I have been part of, it would be signal to noise ratio (S/N). In laboratory experiments, the focus is first on optimizing the instruments to extract the maximum signal and suppress noise as much as possible. The measured data points are then processed with suitable mathematical tools to squeeze out the last bit of improvement in the S/N. Simulations done in parallel or before running experiments give an indication of expected signals, noise is more difficult to simulate. The same principles apply in the world beyond the labs. Whether predicting customer churn in telecommunication or inferring quality of samples in pharma diagnostics, the aim is to extract the best S/N while being aware of the theoretical possible limits. Of course the scale is altogether different with very little control over the experimental parameters and even lesser knowledge of sources of noise. But that is what makes it more fun! Moreover, it is the scale that enforces the need to engage in activities that may not be glamorous but enable the measurement of the best possible S/N. So back to optimizing the 'instruments' that eventually deliver results. In short: Physical Chemist -> Data Scientist -> Consultant in Data Strategy and Management Skills: Data Strategy, Data Management, Project Management, Product Development, GxP, Communication, Leadership, Python, R, SQL, Tableau, Data Science, Machine Learning, Modeling, Statistics, Spectroscopy, Mass Spectrometry Capgemini Invent

• What industry does Satrajit Chakrabarty currently work in?

  Satrajit Chakrabarty currently works in the
  Capgemini Invent

• What is Satrajit Chakrabarty's area of expertise?

  Satrajit Chakrabarty specializes in
  If I were to choose a central theme that underlies all the projects that I have been part of, it would be signal to noise ratio (S/N). In laboratory experiments, the focus is first on optimizing the instruments to extract the maximum signal and suppress noise as much as possible. The measured data points are then processed with suitable mathematical tools to squeeze out the last bit of improvement in the S/N. Simulations done in parallel or before running experiments give an indication of expected signals, noise is more difficult to simulate. The same principles apply in the world beyond the labs. Whether predicting customer churn in telecommunication or inferring quality of samples in pharma diagnostics, the aim is to extract the best S/N while being aware of the theoretical possible limits. Of course the scale is altogether different with very little control over the experimental parameters and even lesser knowledge of sources of noise. But that is what makes it more fun! Moreover, it is the scale that enforces the need to engage in activities that may not be glamorous but enable the measurement of the best possible S/N. So back to optimizing the 'instruments' that eventually deliver results. In short: Physical Chemist -> Data Scientist -> Consultant in Data Strategy and Management Skills: Data Strategy, Data Management, Project Management, Product Development, GxP, Communication, Leadership, Python, R, SQL, Tableau, Data Science, Machine Learning, Modeling, Statistics, Spectroscopy, Mass Spectrometry

• Which languages does Satrajit Chakrabarty speak? 

  Satrajit Chakrabarty speaks the following languages:
  No languages available.

• Which industries has Satrajit Chakrabarty previously worked in?   

  Satrajit Chakrabarty has prior experience in the following industries:
  Obviotec , Obviotec , Sunrise Upc , Modum Io , Eth Zurich , University Of California Berkeley

• What is Satrajit Chakrabarty’s work experience?  

  Satrajit Chakrabarty has the following professional experience:
  Capgemini Invent , Obviotec , Obviotec , Sunrise Upc , Modum Io , Eth Zurich , University Of California Berkeley .

• How can I find Satrajit Chakrabarty on LinkedIn?  

  You can view Satrajit Chakrabarty’s
  LinkedIn profile at LinkedIn URL.

• What are Satrajit Chakrabarty’s work email addresses?  

  Satrajit Chakrabarty’s work email addresses are
  [email protected] .

• What company does Satrajit Chakrabarty work for?  

  Satrajit Chakrabarty works at
  Capgemini Invent