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Aishwary Prakash Singh

Postgraduate Student @ Indian Institute of Technology, Kanpur | Chemical Engineering, Machine Learning

Agra

4+ years of work experience

Indian Institute of Technology, Kanpur
Jul 20241 yrJun 2025

Kanpur, Uttar Pradesh, India

At the Indian Institute of Technology, Kanpur, I am currently pursuing my M.Tech thesis focused on creating a flexible framework for curriculum learning using Physics-Informed Neural Networks (PINNs). My work involves developing a Python library that facilitates data-free training for PDE-based engineering problems, demonstrating significant improvements in convergence and accuracy.
Amara Raja Group
May 20233 mosJul 2023

Chittoor, Andhra Pradesh, India

During my internship at Galla Foods, I gained hands-on experience in supply chain management within the pulp and beverages sector. I worked extensively with SAP ERP to streamline inventory and procurement processes. Additionally, I assisted in inventory audits and analyzed warehouse operations, focusing on FIFO and FEFO policies for perishable goods. My role also involved studying demand forecasting methods and tracking practices, enhancing my understanding of supply chain dynamics.
Indian Institute of Technology, Tirupati
Nov 20203 yrs 9 mosJul 2024

Tirupati Urban, Andhra Pradesh, India

During my B.Tech project at the Indian Institute of Technology, Tirupati, I focused on thermodynamic modeling of vapor-liquid interfaces in hydrocarbon systems. My work involved applying Density Gradient Theory and Peng–Robinson EoS to predict surface properties such as density profiles and interfacial tension. This project allowed me to analyze the effects of temperature and composition on interfacial behavior, resulting in findings that closely aligned with experimental data.

Aishwary’s AI Stack

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Education

Indian Institute of Technology, Kanpur

Master's degree, Chemical Engineering

Indian Institute of Technology, Kanpur

20242024
Indian Institute of Technology Tirupati

Bachelor's degree, Chemical Engineering

Indian Institute of Technology Tirupati

20204 yrs2024

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Headline

Postgraduate Student @ Indian Institute of Technology, Kanpur | Chemical Engineering, Machine Learning

About

Currently pursuing a Master's degree in Chemical Engineering at the Indian Institute of Technology, Kanpur, with a focus on advancing knowledge in machine learning, process control, and equipment design. Previously earned a Bachelor's degree in Chemical Engineering from IIT Tirupati, coupled with hands-on experience in chemical engineering through an internship at Amara Raja Group. With certifications in Python programming and statistics foundations, alongside coursework in chemical processes and materials science, I aim to contribute to the development of innovative solutions in the chemical engineering domain. Passionate about leveraging technical skills to drive advancements, I am motivated to collaborate on impactful projects and opportunities.

Location

Agra

AI stack

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Work experience

Postgraduate Student at Indian Institute of Technology, Kanpur, Jul 2024 - Jun 2025 · 1 yr, Kanpur, Uttar Pradesh, India, At the Indian Institute of Technology, Kanpur, I am currently pursuing my M.Tech thesis focused on creating a flexible framework for curriculum learning using Physics-Informed Neural Networks (PINNs). My work involves developing a Python library that facilitates data-free training for PDE-based engineering problems, demonstrating significant improvements in convergence and accuracy.

Supply Chain Management Intern at Amara Raja Group, May 2023 - Jul 2023 · 3 mos, Chittoor, Andhra Pradesh, India, During my internship at Galla Foods, I gained hands-on experience in supply chain management within the pulp and beverages sector. I worked extensively with SAP ERP to streamline inventory and procurement processes. Additionally, I assisted in inventory audits and analyzed warehouse operations, focusing on FIFO and FEFO policies for perishable goods. My role also involved studying demand forecasting methods and tracking practices, enhancing my understanding of supply chain dynamics.

Undergraduate Student at Indian Institute of Technology, Tirupati, Nov 2020 - Jul 2024 · 3 yrs 9 mos, Tirupati Urban, Andhra Pradesh, India, During my B.Tech project at the Indian Institute of Technology, Tirupati, I focused on thermodynamic modeling of vapor-liquid interfaces in hydrocarbon systems. My work involved applying Density Gradient Theory and Peng–Robinson EoS to predict surface properties such as density profiles and interfacial tension. This project allowed me to analyze the effects of temperature and composition on interfacial behavior, resulting in findings that closely aligned with experimental data.

Education

Master's degree, Chemical Engineering, Indian Institute of Technology, Kanpur

Bachelor's degree, Chemical Engineering, Indian Institute of Technology Tirupati