Worked with the Global People Analytics Team at Walmart Inc. for setting up an algorithm for Walmart Store hires across the United States. Improved performance of an Algorithmic Fairness model by redesigning the loss function and implemented a base research paper from University of Toronto using PyTorch.
Worked in collaboration with GE Healthcare to develop a deep CNN model deployable on-device for carrying out disease detection from X-Ray images. The finding from the project were published in Conference on Machine Intelligence in Medical Imaging at Society for Imaging Informatics in Medicine.
Worked at the Data Science Lab at ZS Associates. ZS is a pharmaceutical consulting company, devises innovative Machine Learning oriented solutions for Sales and Marketing problems of leading companies like Amgen, Novartis, Pfizer, etc. As a Data Scientist at ZS, I have worked on gamut of projects ranging from application of NLP and Deep Learning techniques for social media data (Twitter), patient medical history data to using statistical machine learning for dynamic sales targeting and clinical trial optimizations. During the same, I have proficiently worked in R and Python (PyTorch, Tensorflow, Keras, PuLP – Optimization, Scikit-Learn, NLTK, Gensim).