Kushal Kumar
@kushalkumar
Executive at Aizant Drugs Research Solutions Pvt. Ltd.
Hyderabad, India
Kushal is a professional with an M.Tech from IIT Delhi and over 1.6 years of experience in developing statistical, mathematical, and deep learning models. He specializes in transforming data science prototypes into production-grade solutions, optimizing real-time recommendation systems using Python. His expertise includes providing technical and strategic insights, particularly to pharmaceutical companies.
Experience
Executive
Aizant Drugs Research Solutions Pvt. Ltd.
• Applied different statistical techniques like Linear regression, Decision Tree, Random Forest, Artificial Neural Network etc to increase the efficiency & scale up of R&D scale process to pilot scale process • Built a Machine learning model to predict the retention time of HPLC using Artificial Neural Network with MSE of 0.025 and coefficient of correlation of 93% during training & during validation the model provided MSE of 0.059 and coefficient of correlation of 87% • Built a Machine learning and statistical model to predict the plasma concentration of drugs and deployed as a web application using Streamlit • Mentored junior associates to drive the project of Machine learning • Built a statistical and Machine learning model to predict the shelf life of drugs • Structured, designed and created decks/presentations with solutions to clients’ questions • Managed communications with different data and software vendors to ensure smooth functioning of projects
Education
Institute of Management Technology, Ghaziabad (IMT Ghaziabad)
PGPM
Business Analytics
Indian Institute of Technology, Delhi (IIT Delhi)
Master of Technology
Chemical Engineering
Birla Institute of Technology, Mesra (BIT Mesra)
Bachelor of Engineering
Chemical Engineering
Licenses & Certifications
Certification on Machine Learning: Python in Data Science
Udemy
Certification on Data Analysis and Data Visualization for Data Science
Udemy
SQL-MySQL for Data Science and Data Analytics
Udemy