Work with thought leaders and academic experts from University of Ontario Institute of Technology

Researchers on NotedSource with connections to University of Ontario Institute of Technology include Dipkumar Patel.

Dipkumar Patel

Toronto, Ontario, Canada

Experienced senior data scientist with strong publications and research history in field of AI

Education

University of Ontario Institute of Technology

Masters of Applied Science (MASc), Electrical and Computer Engineering / February, 2022

Oshawa, Ontario, Canada

Gujarat Technological University

Bachelors of Engineering, Electronics and Communication engineering / June, 2015

Ahmedabad

Experience

Sanofi

Senior Data Scientist / July, 2022 — Present

Led collaborations with industry giants like Amazon, Microsoft, Nvidia, and HuggingFace to enhance sales team efficiency and BOI. Implemented cutting-edge techniques from top publications in AI, focusing on transformer models and RLHF. Directed a team to optimize LLM models for GenAI project, enabling solutions like content tagging and workflow automation. Developed RAG pipelines and a vector database to bolster generative AI accuracy. Implemented RLHF pipeline and data preprocessing for sensitive content filtering. Evaluated tokenizers' impact on model performance and devised Bayesian MMM, optimizing promotional budgets by 3% and boosting revenue by ~2%. Utilized microsegment enrichment for personalized HCP engagement and developed A/B testing and causal inference tools for model monitoring across commercial AI projects.

ReiPower

Machine Learning Engineer / December, 2021 — June, 2022

ReiPower, a government-funded startup, targets carbon footprint reduction in buildings. Leveraged BERT to create a conversational agent, offering stakeholders insights on energy usage. Employed multi-modal deep learning and transformer-based embeddings to predict plant failures and optimize energy consumption, yielding a remarkable ~60% reduction in energy usage during pilot phase. Implemented a real-time ETL solution to handle streaming and storage of multimedia and sensor data from energy plant actuators.