Shefali Lathwal
Director, Data-centric AI at Elucidata- Claim this Profile
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English Native or bilingual proficiency
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HIndi Native or bilingual proficiency
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French Limited working proficiency
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Bio
Experience
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Elucidata
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United States
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Software Development
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100 - 200 Employee
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Director, Data-centric AI
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Jan 2022 - Present
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Lead Scientist
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Dec 2016 - Dec 2021
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Massachusetts Institute of Technology
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United States
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Higher Education
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700 & Above Employee
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Doctoral Candidate
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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
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Student Technical Consultant
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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)
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General Mills
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United States
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Manufacturing
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700 & Above Employee
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Student Technical Consultant
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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)
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Indian Institute of Technology, Delhi
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Higher Education
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700 & Above Employee
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Masters Candidate
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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
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Bharat Petroleum Corporation Limited
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India
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Oil and Gas
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700 & Above Employee
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Internship
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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
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Education
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Massachusetts Institute of Technology
Doctor of Philosophy (Ph.D.), [Point-of-care diagnostics, Paper devices, Infectious Diseases, Immunoassays, Photo-polymerization] -
Massachusetts Institute of Technology
Master of Science in Chemical Engineering Practice (M.S.C.E.P.) -
Indian Institute of Technology, Delhi
Master of Technology (M.Tech.) in Process Engineering and Design (Dual Degree Program), GPA: 9.750/10 -
Indian Institute of Technology, Delhi
Bachelor of Technology (B.Tech.) in Chemical Engineering (Dual Degree Program), GPA: 9.059/10 -
Ecole des Mines d'Albi-Carmaux
Student Exchange Program, Chemical Engineering