Bio

I devote all my skills and time as much as possible in making the world a better place. I work NLP ML Research and Engineering at Cigna on EHR and am a Deep Learning Researcher in Biomedical Imaging at Boston Children's Hospital & Harvard Medical School. I have also consulted and built NLP as well as Computer Vision platforms from ground up for multiple companies in the past. I have expertise in end to end lifecycle of ML products. From inception, gathering requirements for MVP, risk assessment, business stakeholders, to coding models from scratch in language suitable to project (Cpp, Java, Scala, Py), train-validate-eval on clusters to finally deploying with A/B testing, monitoring data drift and setting up triggers for automated continuous training of deployed models.