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Rohit Jain

Rohit Jain

Project Assistant

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location of Rohit JainManchester, England, United Kingdom

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  • Timeline

  • About me

    ML Engineer at Angel Lane Partners | PhD in Statistical Physics

  • Education

    • Indian Institute of Science (IISc)

      2011 - 2017
      PhD (Statistical Physics)

      - Introduced a diffusing diffusivity model integrating stochastic processes in time.- Achieved remarkable success in fitting simulation data to theoretical models.- Innovated a generalised model addressing various anomalies in diffusion phenomena.- Developed solutions for sub-diffusion and super-diffusion phenomena.- Proven track record of research excellence and problem-solving in complex systems.

    • Indian Institute of Science

      2008 - 2011
      Master of Science - MS Theoretical Chemistry

      - Modelled the denaturation of double-stranded DNA using thermodynamic principles.- Predicted a scaling law between chain length and disentanglement time.- Developed expertise in modelling and statistical analysis, crucial for data-driven roles.

    • University of Delhi

      2005 - 2008
      Bachelor's degree Chemistry

  • Experience

    • Indian Institute of Technology, Palakkad

      Aug 2017 - Aug 2018
      Project Assistant

      - Study of fractional Ornstein-Unhelnbeck (OU) process to model the sub-diffusion process.- Analytical solution for the fraction OU process using phase-space path integral methods.- Numerical computation to support the analytical findings.

    • The University of Göttingen

      Nov 2018 - Nov 2021
      Postdoctoral Researcher

      - Conducted Brownian dynamics simulations of various mathematical models using MATHEMATICA.- Analyzed the stochastic Prandtl-Tomlinson model, successfully reproducing experimental aspects of viscoelastic fluids.- Performed numerical simulations in collaboration with experimental physicists, enhancing model accuracy.- Developed analytic solutions for stochastic delay differential equations, contributing to theoretical advancements.

    • The University of Edinburgh

      Apr 2022 - Dec 2023
      Research Associate

      - Developed and implemented mathematical models to study pattern formation in cellular environments.- Performed simulations using C codes and analyzed results with MATLAB.- Processed and analyzed images and data from experimental biologists using ImageJ.- Collaborated with experimental biologists to interpret and validate experimental results, ensuring accuracy and relevance.

    • IO Sphere

      Mar 2024 - May 2024
      Data Analyst

      - Led five projects including customer segmentation, performance dashboards, loyalty program business cases, and live briefs.- Managed and analyzed live data on Google Cloud Storage, performing complex joins on multiple tables using BigQuery.- Analyzed over 2 billion rows of data, identifying patterns and trends in e-commerce sales to develop profitable marketing strategies.- Conducted RFM analysis to enhance customer retention, driving targeted marketing campaigns.- Presented insights through interactive dashboards to senior team leaders. Show less

    • Angel Lane Partners

      Jun 2024 - now
      Machine Learning Engineer

  • Licenses & Certifications

    • Programming for Everybody (Getting Started with Python)

      Coursera
      Apr 2020

    • Python Data Structure

      Coursera
      Apr 2020

    • Python for Data Science and AI

      Coursera
      Apr 2020

    • Fundamentals of Quantitative Modeling

      Coursera
      Oct 2023