Toronto, Ontario, Canada
Deep Learning, Computer Vision, Natural Language Processing, Text Mining, Information Retrieval, Machine Learning,
End-to-end delivery of machine learning models, LLMs, and optimization solutions for Amazon AGI, Amazon Alexa AI, and Amazon Advertising. Supervised fine tuning of LLMs for generative and RAG systems as part of AGI team. Leading technical roadmaps of cross team projects for LLM-powered search solutions.
Launched machine learning-based budget recommendation products and pricing optimization solutions for Amazon Advertising. Improved multilingual-NLP core search models for Amazon Alexa AI. Improved Alexa Search by making ranking robust to ASR. Introduced LLM-based document expansion and entity enrichment solution. Led delivery of multple cross-team ML solutions.
Building data science solutions for the Adobe Experience cloud.
Led multiple data science teams for multiple products building in the domain of medical imaging. The solutions used Deep Learning, computer vision and other traditional machine learning techniques.
Building AI solutions for multiple medical diagnostics products using Deep Learning and other Data Science technologies. Led multiple teams working in automating screening of abnormalities in retinal images and pathology images.
Building an AI solution for a medical diagnostics product using Deep Learning and other Data Science technologies. Led a small team focused on imaging solution in digital pathology.
Worked on Machine Learning and Deep Learning for solving problems in Natural Language Processing and Multivariate Time Series modelling.
Worked on Machine Learning and Deep Learning for solving problems in Natural Language Processing and Multivariate Time Series modelling.