EPISODE · Mar 7, 2024 · 59 MIN
Innovating Finance: The Convergence of AI, Tokenization, and Data with Kumar
from Alt Funds Network · host Kumar Ujjwal, Mike Schroeder, Skyler Steinke
Find us online: https://altfunds.io/Email us with topic ideas: [email protected]: https://bit.ly/4afXcanApple Podcast: https://apple.co/4akXAUSGoogle: https://bit.ly/4am9oXk👇 Click Below to be a guest on our video podcast: 👇 https://bit.ly/46X7cSQ Connect with Kumar / DwellFI:https://www.dwell.fihttps://www.linkedin.com/in/kumarujjwal1/https://www.linkedin.com/company/dwellfi/https://twitter.com/Dwell_fi Timestamps:00:00 Introduction and Guest Background03:07 Exploring AI and Machine Learning05:46 Introduction to DwellFI and its Services06:13 Deep Dive into Tokenization07:50 Exploring AI Applications in DwellFI13:11 Understanding the Market and its Challenges19:13 AI in Enterprise: Opportunities and Challenges29:18 Understanding Large Language Models29:56 Client Types and Data Feeding30:22 Multimodal Approach and Transfer Learning30:36 Training Models on Specific Data Sets30:45 Understanding Financial Data and Private Data32:32 Data Types and Client Needs33:14 Understanding Asset Data33:40 Interacting with Data and Answering Questions34:55 Challenges in Data Access and Reporting35:16 Understanding Portfolio Accounting Activity35:43 Current State of Private Fund Space35:58 Main Use Cases and Impact of AI Tools37:57 Challenges in Implementing AI Tools39:28 Use Cases for Increased Productivity46:39 Implementing AI in Business48:53 Understanding AI First Companies53:24 AI and Tokenization55:58 Future of AI First Fund Administrators and Managers58:18 Connecting with Delphi Disclaimer:Alt Funds Network LLC and and its affiliates, episode guests, and the companies they represent do not provide tax, legal or accounting or investment advice. This material has been prepared for informational and educational purposes only, and is not intended to provide, and should not be relied on for, tax, legal or accounting advice. You should consult your own tax, legal, accounting, and investment professionals before engaging in any transaction or making any financial or legal decision based on your specific situation.
What this episode covers
Kumar Ujjwal is the co founder of DwellFi with expertise in SAAS, AI, Machine Learning, Blockchain and Fintech. He hold 2 AI patents and has had two successful exits with his last being a $500m exit at Punchh. In this conversation, Kumar dives into his journey from a computer science background to becoming a pioneer in the intersection of AI, machine learning, and financial technology. With no initial expertise in finance, Kumar's career evolved from software development to leading product management in large corporations, eventually venturing into the cryptocurrency space in 2011. He shares his involvement in significant projects that leveraged customer data platforms and explored the tokenization of real-world assets. Kumar discusses the critical role of AI in finance, detailing the process of building AI applications that enhance enterprise productivity and manage unstructured financial data effectively. Furthermore, the discussion covers the innovative approach to tokenization his company pursues, focusing on liquidity and the efficiency of transactions in the private fund space. The conversation also touches on the future of AI in fund management and administration, emphasizing the importance of AI in achieving scalability and competitive advantage in the financial industry.
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Innovating Finance: The Convergence of AI, Tokenization, and Data with Kumar
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