Reinforce 2023 - Sohini Roychowdhury
Sohini Roychowdhury
Generative AI Capability Lead for Analytical Data products at Accenture USA
About Sohini Roychowdhury

Dr. Sohini Roychowdhury is the Head of AI/ML and Generative AI Products at Accenture, USA.

Prior to this, she formed the Founding team and served as Director of Curriculum and Machine

Learning at an Ed-Tech Startup called FourthBrain that provides specialized hands-on courses in

the field of Machine Learning and AI. FourthBrain is incubated and funded by Dr. Andrew Ng’s

AI Venture fund. Prior to her entrepreneurial venture she was the Sr. Manager of Autonomous

Drive and Head of University Relations at VolvoCars USA, and prior to that a tenure track

Assistant Professor in Electrical and Computer Engineering at a University of Washington

campus. Dr. Roychowdhury’s latest research directions include computer vision applications

processed using minimal training samples. She has applied machine learning and AI models on

problems ranging from epidemiology, medical imaging, supply chain management, computer

vision for autonomous driving modules and e-Commerce streamlining for over 12 years now.

Till date she has over 60 academic research papers and 20 granted patents to her name and she

continues to create educational content through blogs in Towards Data Science and her Youtube

channel, AI with Sohini with around 3k subscribers.

Unveiling the 3 steps to create Sustainable and Trustworthy Generative AI Products for Finance-based Use Cases
AI Conference
Level: General
In schedule:
Reinforce Stage
October 6, 13:40 - 14:25 CET

Generative Ai chatbots have become increasingly popular over the last year with the launch ofOpenAI’s Chatgpt. However, the current trend for operationalizing foundational large languagemodels (LLMs) that are used in chatbots and fine-tuning them to specific domains have revealedthe fake responses or hallucinations specifically for mathematical operations. Thus, designingchatbot-like products for ...