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Hire Dr. Nairhita S.

India

USD 15 /hr

Researcher | Data Scientist |

Profile Summary

Research scholar with a strong background in Statistical Analysis and Machine Learning and 5+ years experience of managing and leading projects aimed at the development of analytical tools that can model dynamic behaviors of various kinds of Stochastic systems resulting in 7 publications in peer-reviewed journals as first author and 9 presentations at national and international meeting on statistical mechanics and soft matter. - Developed an analytical model and used Mathematica to numerically analyze the dynamics of unfolded proteins leading to the measurement of the timescales of protein folding. - Designed and performed Langevin dynamic simulations using Espresso and analyzed the anomalous and non-Gaussian dynamics of microscopic particles using FORTRAN and Python resulting in understanding the motion of macro-molecules inside biological cells. - Developed and optimized codes using FORTRAN to study the effect of shape on the translational and rotational dynamics of active asymmetric colloidal systems. - Worked in collaboration with national and international labs leading to 7 first author publications in peer-reviewed journals.

Subject Matter Expertise

• ☆ Microscopy
• ☆ Data Analysis
• ☆ Machine Learning
• ☆ Statistics
• ☆ Statistical Mechanics

Services

• Consulting
• Data & AI
• Product Development

Work Experience

AgNext Fellow

AgNext echnologies

June 2019 - Present

Research Associate

Indian Institute of Technology Bombay, Mumbai

February 2013 - February 2019

Education

Ph.D (Department of Chemistry)

Indian Institute of Technology Bombay

July 2013 - February 2019

M.Sc (Department of Chemistry)

University of Calcutta

July 2010 - June 2012

Certifications

• Certification details not provided.

Publications

JOURNAL ARTICLE

(2016). Reconfiguration dynamics in folded and intrinsically disordered protein with internal friction: Effect of solvent quality and denaturant . publication description Physica A: Statistical Mechanics and its Applications.

(2016). Chain reconfiguration in active noise . J. Phys. A: Math & Theo.

(2016). Tracer diffusion in a sea of polymers with binding zones: mobile vs. frozen traps . Soft Matter.

(2015). Looping dynamics of a flexible chain with internal friction at different degrees of compactness . Physica A: Statistical Mechanics and its Applications.

Nairhita Samanta, Jayanta Ghosh, Rajarshi Chakrabarti(2014). Looping and reconfiguration dynamics of a flexible chain with internal friction . {AIP} Advances. 4. (6). p. 067102. {AIP} Publishing

Nairhita Samanta, Rajarshi Chakrabarti(2013). End to end loop formation in a single polymer chain with internal friction . Chemical Physics Letters. 582. p. 71--77. Elsevier {BV}