Co-Founder & CTO of I Know First Ltd. With over 35 years of research in AI and machine learning. Dr. Roitman earned a Ph.D from the Weizmann Institute of Science
Summary
AI achieves good generalization by balancing greed (overfitting) and fear (underfitting), overcoming human biases in decision-making.
Techniques like PCA, regularization, and ensemble methods work together to focus on key patterns, control complexity, and harness collective wisdom.
Genetic feature evolution blends innovation and rigorous testing to create robust models that thrive in the face of uncertainty.
I Know First and Dr. Lipa Roitman were named to the Benzinga Global Fintech Listmakers and recognized as a Best AI Platform and Influential Data Scientist, respectively.
“We’re recognizing the companies that will define the future of our financial lives”
Jason Raznick, CEO of Benzinga
Dr. Lipa Roitman, Chief Scientist at I Know First
The official Benzinga Fintech Listmakers are comprised of 250 carefully vetted and renowned companies and executives who are striving to revolutionize the fintech industry. From deeply established companies to the newest startups, this group is impacting sectors like payments, banking, investing, technology, and financial literacy.
Recently, Dr. Lipa Roitman, I Know First Co-Founder and Chief Scientist, was chosen by Benzinga to appear in it’s most influential data scientists list, among other leading scientists in the fin-tech industry.
Launched in 2015, The Benzinga Fintech Awards were aimed to commend innovation and excellence throughout the capital markets industry. This year, Benzinga Fintech Awards is held on November 19, 2019, in the city of New York. Among most prominent winners of last years are Joanna Lambert, General Manager, Finance and Tech of Oath & Yahoo! Finance and Denise Leonhard, Senior
A recent article on Bookauthority titled: “16 Best New Fintech Books To Read In 2019” listed “The WealthTECH book” as one of the best new fintech books to read. The book is designed as a handbook for investors, entrepreneurs and finance visionaries. PhD Lipa Roitman, Co-founder and Chief Scientist at I Know First, and Yaron Golgher, Co-founder and CEO of I Know First, selected as co-authors of the WealthTECH Book which will be published by Wiley on May 11, 2018 on Amazon
I Know First was honored to be selected to present as one of the leaders of innovation through incorporation of machine learning & deep learning into the financial sector. The event took place in New York City beginning on September 6th.
In the presentation delivered by CEO & Co-Founder Yaron Golgher, he explains how modeling the market as a complex chaotic system allows algorithms like I Know First’s to accurately predict the stock market. Co-Founder & Partner Dr. Lipa Roitman further elaborates and dissects a more technical view of the algorithm and how it was founded. The presentation labeled: Investment Selection By Combining Chaos Theory with Artificial Intelligence, can be viewed in it's entirety above...
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Co-Founder & CTO of I Know First Ltd. With over 35 years of research in AI and machine learning. Dr. Roitman earned a Ph.D from the Weizmann Institute of Science
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Sergey Okun – Financial Analyst at I Know First, Ph.D. in Economics.
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