Neal Ghosh
Brookline, Massachusetts, United States
2K followers
500+ connections
About
Activity
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Stability: the Unsung Hero of Venture Success 🤔 It's a counterintuitive thought: aren't startups all about chaos and unpredictability? Sure! but…
Stability: the Unsung Hero of Venture Success 🤔 It's a counterintuitive thought: aren't startups all about chaos and unpredictability? Sure! but…
Liked by Neal Ghosh
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Two interesting, overlapping insights from this one: 👨👩👦 The rise of family offices -- which have tripled since 2019 and represent about $6T…
Two interesting, overlapping insights from this one: 👨👩👦 The rise of family offices -- which have tripled since 2019 and represent about $6T…
Liked by Neal Ghosh
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🤔 Total fundraising is down, but not if you follow the most established funds. 🔮 The LPs who are still writing checks are leaning on the big…
🤔 Total fundraising is down, but not if you follow the most established funds. 🔮 The LPs who are still writing checks are leaning on the big…
Liked by Neal Ghosh
Experience & Education
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9point8 Collective
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Patents
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Safe Reinforcement Learning Model Service
Issued 11640345
Systems and methods are described for training a machine learning model to make a series of sequential decisions, in which the results of previous decisions are known prior to the next decision in the sequence being made. A safe prediction model and make better decisions. The safe reinforcement learning model further incorporates decision constraints provided by subject matter experts, which may set requirements for the selection such as a minimum required result and allow the safe…
Systems and methods are described for training a machine learning model to make a series of sequential decisions, in which the results of previous decisions are known prior to the next decision in the sequence being made. A safe prediction model and make better decisions. The safe reinforcement learning model further incorporates decision constraints provided by subject matter experts, which may set requirements for the selection such as a minimum required result and allow the safe reinforcement learning model to explore options within those constraints.
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More activity by Neal
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Why the studio model of venture building is well-suited for today's IPO landscape 🌟 🚫 The allure of IPOs is fading among tech entrepreneurs, with…
Why the studio model of venture building is well-suited for today's IPO landscape 🌟 🚫 The allure of IPOs is fading among tech entrepreneurs, with…
Liked by Neal Ghosh
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💲 The landscape of venture capital is shifting. As distribution cycles lengthen, traditional LPs face prolonged negative cash-flow risks -- now…
💲 The landscape of venture capital is shifting. As distribution cycles lengthen, traditional LPs face prolonged negative cash-flow risks -- now…
Liked by Neal Ghosh
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Creating Economic Value in a Dynamic AI Landscape 🚀 🌕 There is a widening gap -- now $600B in annual revenue -- between infrastructure investment…
Creating Economic Value in a Dynamic AI Landscape 🚀 🌕 There is a widening gap -- now $600B in annual revenue -- between infrastructure investment…
Liked by Neal Ghosh
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🌍 Navigating the Information Age: Insights for Venture Studios 🚀 The breadth and abundance of data grows exponentially each year. While having…
🌍 Navigating the Information Age: Insights for Venture Studios 🚀 The breadth and abundance of data grows exponentially each year. While having…
Liked by Neal Ghosh
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The quality of the data determines the quality of the AI. Garbage in, garbage out. 📈 While AI might appear like an overnight sensation, various…
The quality of the data determines the quality of the AI. Garbage in, garbage out. 📈 While AI might appear like an overnight sensation, various…
Liked by Neal Ghosh
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In the venture world, AI is a collection of tools and technologies which can be utilized to create new applications that deliver value to end users.…
In the venture world, AI is a collection of tools and technologies which can be utilized to create new applications that deliver value to end users.…
Liked by Neal Ghosh
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Early-stage ventures can sometimes have such an extreme focus on "getting funded" that they sometimes forget the WHY of it. 🤔 What's the funding…
Early-stage ventures can sometimes have such an extreme focus on "getting funded" that they sometimes forget the WHY of it. 🤔 What's the funding…
Liked by Neal Ghosh
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In the world of venture investments, the team receiving investment is often as, if not more, important than the product of the venture itself. Most…
In the world of venture investments, the team receiving investment is often as, if not more, important than the product of the venture itself. Most…
Liked by Neal Ghosh
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Value-based decision-making under uncertainty 🤔 This is a bit of technical jargon, but the plain English translation is "how to make choices when…
Value-based decision-making under uncertainty 🤔 This is a bit of technical jargon, but the plain English translation is "how to make choices when…
Liked by Neal Ghosh
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What’s it gonna be? Are you going after it or are you going to throw in the towel? #LoanLynx #reverifi
What’s it gonna be? Are you going after it or are you going to throw in the towel? #LoanLynx #reverifi
Liked by Neal Ghosh
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An interesting way to think about #venturestudios: venture capital exposure and upside, with private equity management and control. ⏱️ Private…
An interesting way to think about #venturestudios: venture capital exposure and upside, with private equity management and control. ⏱️ Private…
Liked by Neal Ghosh
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