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Bibin Mathew Jose
Data Scientist | | | | | Bangalore

Work Experience

Data Scientist
June 2019 - Now | Koch Business Solutions, Bangalore
  • Worked extensively on implementing various models into production
  • Estimation of after-market value of assets
  • Demand forecasting to optimize supply-chain and absorb market shocks
  • Developed python package stiching together multiple algorithms
  • Uncertainty estimation of forecast values
  • Causal discovery of timeseries
    • Data Scientist
    Jan 2018 - May 2019 | Affine Analytics, Bangalore
  • Mentored junior employees and acted as SME on various analytics projects involving Computer Vision
  • Worked on object tracking and image segmentation, classification
  • Modified tesseract(a google library) to implement OCR on handwritten documents
    • Data Scientist
    Mar 2016 - Feb 2017 | Technoconsulting Corp, NJ, USA
  • Customer churn prediction
    • Data Scientist
    July 2015 - Feb 2016 | IPSS Corp, NY, USA
  • Image processing
    • Research Assistant
    Aug 2009 - May 2015 | Microfluidics and Interfacial Fluid Dynamics Laboratory, NY, USA
  • Published 7 papers in top tier journals
  • Investigated flow behaviour of highly viscous immiscible two-phase flows in microfluidic channels
  • Developed on various image-processing routines to automate data collection from images
  • Worked on computer-vision techniques like object tracking and segmentation

    • Education

    Stony Brook University, New York, USA
    Aug 2009 - May 2015 | M.S and Ph.D in Mechanical Engineering (Fluid Mechanics)
    College of Engineering, Kerala University, Trivandrum, India
    Aug 2003 - May 2007 | B.Tech

    Skills

    Languages
    Python, Matlab, R, html, Amazon States Language
    Platforms and Version control
    AWS, SageMaker, EC2, S3, Git, Step-Functions, Glue
    Frameworks
    Pytorch, Tensorflow, OpenCV, scikit-learn
    Other Tools and Strengths
    Markdown, Jekyll, gitlab-CI/CD, Circle-CI, Photoshop, Illustrator, Python Package Development

    Awards

    Transformer award (Affine Analytics)
    Best Poster Award – Annual Student Research Symposium (2012)
    Fraçois Frenkel Award – American Physical Society – DFD (2012)
    National Science Foundation – Research Mentoring Award (2012, 2011)

    Publications

    Physical ageing of spreading droplets in a viscous ambient phase, Scientific Reports, 8, 14159 (2018)
    B M Jose, D Nandyala, T Cubaud, C E Colosqui
    Role of viscosity coefficients during spreading and coalescence of droplets in liquids, Physical Review Fluids, 2, 111601(R) (2017)
    B M Jose, T Cubaud
    Dynamic Wetting, Self-assembly, and Coalescence of Droplets in Microchannels [Thesis], Stony Brook University, NY. (2015)
    B M Jose
    Formation and dynamics of partially wetting droplets in square microchannels, RSC Advances, 4, 14962 (2014)
    B M Jose, T Cubaud
    Droplet arrangement and coalescence in diverging/converging microchannels, Microfluidics and Nanofluidics, 12, 687 (2012)
    B M Jose, T Cubaud
    Droplet breakup and viscosity-stratified flows in microchannels, International Journal of Multiphase Flow, 39, 29 (2012)
    T Cubaud, B M Jose, S Darvishi, R Sun
    Folded micro-threads - Role of viscosity and interfacial tension, Physics of Fluids, 23, 042002 (2011)
    T Cubaud, B M Jose, S Darvishi
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