Deepak Saini

Experience

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  Aizant Drug Research Solutions Pvt Ltd

  Oct 2020 - Apr 2022

  Executive

  Applied different statistical techniques like Linear regression, Decision Tree, Random Forest, Artificial Neural Network etc to increase the efficiency & reduction of time for various test.• Building 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 •Building of a machine learning model for solubility of active pharmaceutical ingredients in water and organic solvents by using ANN, SVM, RF.•Mentored junior associates to drive the project of Machine learning •Structured, designed and created decks/presentations with solutions •Managed communications with different data and software vendors to ensure smooth functioning of projects Show less