Jakub Polec (@jakubpolec) 's Twitter Profile
Jakub Polec

@jakubpolec

Building Profitable Algo Strategies | Quantitative Researcher & Dev | Financial Data Scientist | ML Investing | Sharing Code for Algorithmic Systems | PhD

ID: 1627222240180699138

linkhttps://quantjourney.substack.com/ calendar_today19-02-2023 08:23:24

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Mark Zuckerberg, frustrated with Meta Platforms Inc.’s shortfalls in AI, is assembling a team of experts to achieve artificial general intelligence, recruiting from a brain trust of AI researchers and engineers who’ve met with him in recent weeks at his homes in Lake Tahoe and

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The idea of using non-correlated assets in single portfolio, to produce "permanent," consistent returns no matter what's happening in the markets, or the world.

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Risk-off currently - the best approach. See risk-on and risk-off positioning metric based on COT (Commitment of Traders) data.

Risk-off currently - the best approach. See risk-on and risk-off positioning metric based on COT (Commitment of Traders) data.
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people always ask if what i’m building is consumer or b2b & my answer is always: “i never really think about this question”. in my mind in 2025 everything is just “someone using something.” doesn’t matter if it’s a mom or a mid level manager… still a human making a decision

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Sadighian (2023) developed a multi-level Deep Q-Network (M-DQN) that integrated historical Bitcoin prices with Twitter sentiment data, reported Sharpe Ratio of 2.74 and a return on investment (ROI) of 29.93%

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Oil remains a key proxy — down 2.3% today after yesterday’s decline. Market seems to be underpricing geopolitical risk. For high-beta tech to hold, oil ideally stays sub-$70. There are interesting dynamics building: Iran reportedly approached Saudi and Turkey for cooperation.

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FREE WEBCAST ON AI TOOLS - if you want to learn how to use AI Tools - primary Cursor or Codex to speed up development of your trading algorithms - we have FREE session led by Andy - next week 25th of June - just sign at: us02web.zoom.us/meeting/regist…

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Characteristics of a bull market... there are rotations where different sectors are taking turns running. Just wait for exit time.