Shefali Lathwal

Director, Data-centric AI at Elucidata
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Contact Information
us****@****om
(386) 825-5501
Location
Canada, CA
Languages
  • English Native or bilingual proficiency
  • HIndi Native or bilingual proficiency
  • French Limited working proficiency

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Experience

    • United States
    • Software Development
    • 100 - 200 Employee
    • Director, Data-centric AI
      • Jan 2022 - Present

    • Lead Scientist
      • Dec 2016 - Dec 2021

    • United States
    • Higher Education
    • 700 & Above Employee
    • Doctoral Candidate
      • Jan 2012 - May 2016

      • Developed patented photo-polymerization based sensing and signal amplification technology (PBA) for colorimetric diagnosis of diseases on low-cost paper devices (in collaboration with Whitesides Lab, Dept. of Chemistry, Harvard University) • Quantified the performance of the new PBA technology in a paper-based immunoassay for malaria; demonstrated that PBA is faster, easier-to-use, and produces results that are brighter and easier to interpret compared to traditional methods such as enzymatic amplification and gold-nanoparticle aggregation • Integrated the PBA-based malaria immunoassay with a hand-operated microfluidic device for blood plasma purification (in collaboration with Jensen Lab, Dept. of Chemical Engineering, MIT) • Developed a new method for designing semi-quantitative diagnostic tests by counting number of visible spots on a surface • Built a portable, light-weight, and customizable LED device to facilitate the use of photo-polymerization assays in point-of-care settings (in collaboration with D-Lab, MIT) Show less

    • Student Technical Consultant
      • Oct 2012 - Dec 2012

      • Identified material-specific and environmental causes of cracks and other defects in capsule shells used for drugs and prepared a specific action-plan to address each cause (team of 2) • Conducted technical and economic feasibility analysis for solvent recovery from waste streams during manufacture of a drug; proposed changes reduced solvent consumption by >50%, and had potential economic benefits up to US$870k (team of 3) • Identified material-specific and environmental causes of cracks and other defects in capsule shells used for drugs and prepared a specific action-plan to address each cause (team of 2) • Conducted technical and economic feasibility analysis for solvent recovery from waste streams during manufacture of a drug; proposed changes reduced solvent consumption by >50%, and had potential economic benefits up to US$870k (team of 3)

    • United States
    • Manufacturing
    • 700 & Above Employee
    • Student Technical Consultant
      • Aug 2012 - Oct 2012

      • Modeled crystal size distribution in sugar coatings on cereal; designed pilot plant and lab experiments to relate process parameters during coating with the appearance of coated cereal (leader, team of 3) • Optimized process parameters in pilot plant study to reduce variability in weight distribution of an energy bar (team of 3) • Modeled crystal size distribution in sugar coatings on cereal; designed pilot plant and lab experiments to relate process parameters during coating with the appearance of coated cereal (leader, team of 3) • Optimized process parameters in pilot plant study to reduce variability in weight distribution of an energy bar (team of 3)

    • Higher Education
    • 700 & Above Employee
    • Masters Candidate
      • May 2010 - Jul 2011

      Combined computational fluid dynamics with population-balance theory to develop a first-principles model for initial study of a device to separate oil from oil-water emulsions without the use of chemical additives Combined computational fluid dynamics with population-balance theory to develop a first-principles model for initial study of a device to separate oil from oil-water emulsions without the use of chemical additives

    • India
    • Oil and Gas
    • 700 & Above Employee
    • Internship
      • May 2009 - Jul 2009

      • Analysed processes for Microcrystalline Wax production based on parameters such as process reproducibility and product quality and identified the optimal process for feasibility analysis • Successfully designed and conducted initial experiments for the identified process • Analysed processes for Microcrystalline Wax production based on parameters such as process reproducibility and product quality and identified the optimal process for feasibility analysis • Successfully designed and conducted initial experiments for the identified process

Education

  • Massachusetts Institute of Technology
    Doctor of Philosophy (Ph.D.), [Point-of-care diagnostics, Paper devices, Infectious Diseases, Immunoassays, Photo-polymerization]
    2011 - 2016
  • Massachusetts Institute of Technology
    Master of Science in Chemical Engineering Practice (M.S.C.E.P.)
    2011 - 2013
  • Indian Institute of Technology, Delhi
    Master of Technology (M.Tech.) in Process Engineering and Design (Dual Degree Program), GPA: 9.750/10
    2006 - 2011
  • Indian Institute of Technology, Delhi
    Bachelor of Technology (B.Tech.) in Chemical Engineering (Dual Degree Program), GPA: 9.059/10
    2006 - 2011
  • Ecole des Mines d'Albi-Carmaux
    Student Exchange Program, Chemical Engineering
    2008 - 2008

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