Gaurav Tripathi
CTO – Innoplexus
Speaker Bio
Gaurav is CTO of Innoplexus AG, where he leads technology and innovation efforts and has been instrumental in developing new technologies and products. He has more than 13 years of experience in big data and analytics, search, ontologies, computer vision, machine learning, artificial intelligence, and natural language processing. During his career, he’s helped large organizations and startups get an edge on technology and product development and scale quickly. He has filed a number of patents and is exploring the emerging technology landscape around AI and Blockchain. Gaurav founded his first technology company at age 19 while attending IIT Bombay to bundle the innovative forces across all IITs.
Session Description
How To Use GPUs For Faster, Better and Cheaper Drug Development
We’ll demonstrate how different kinds of AI techniques can be used across all four stages of drug development — preclinical, clinical, regulatory, and commercial. Each stage requires a huge volume of mostly unstructured data that must be analyzed to generate insights. We’ll provide several examples of our methods, including using GPUs to accelerate segmentation and image processing in information extraction from PDFs, HTML files, and images combining CNN and LSTM. Other examples include using GPUs to accelerate training to identify biomedical entities and resolve them to correct type with a combination of CRF and RNN. We’re also using GPUs to accelerate graph traversals in mapping connections among millions of biomedical concepts in real time.
Additional Information
PRIMARY SESSION TOPIC: |
Healthcare – Informatics/Real World Evidence |
ALL TOPICS: |
AI/Deep Learning Business Track (High Level), Healthcare – Informatics/Real World Evidence |
INDUSTRY SEGMENTS: |
Healthcare & Life Sciences |
TECHNICAL LEVEL: |
Business/Executive level |
SESSION TYPE: |
Talk |
SESSION LENGTH: |
50 minutes |