{"id":35,"date":"2022-05-31T07:06:29","date_gmt":"2022-05-31T07:06:29","guid":{"rendered":"https:\/\/mucm.ch\/?page_id=35"},"modified":"2024-07-19T16:49:03","modified_gmt":"2024-07-19T14:49:03","slug":"data-driven-investing-powered-by-ai-and-finance-theory","status":"publish","type":"page","link":"https:\/\/mucm.ch\/en\/","title":{"rendered":"Home"},"content":{"rendered":"\t\t
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DATA-DRIVEN EQUITY SELECTION\nPOWERED BY AI AND FINANCE THEORY<\/div><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Equity concentrations and valuations near extremes:
Time to diversify your equity allocation!<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Concentrations<\/b> at extremes<\/b> – valuations<\/b> near extremes<\/b>.<\/p>

This substantially reduces future long-term returns<\/b> for equities.
Long-term investors need to prepare now<\/b>!<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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We help you identify attractive opportunities <\/b>within equities especially in recently neglected market segments <\/b>with our AI driven stock selection approach.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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What sets us apart<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Cutting-edge technology, focus and attention to details<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Exploring novel sources of returns through the application of modern machine learning <\/b>methods and insights from financial market research.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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Exposure to long-term compensated factor premia <\/b>by investing in attractively valued, profitable, defensive, and small companies.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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Improved risk profile <\/b>by holding a diversified portfolio that favors defensive and high-quality stocks.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Focus<\/b>: Our strength lies in data-driven stock selection. Our long experience and attention to details allow us to offer exceptional investment models.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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Infrastructure: <\/b>With our efficient, modular, and scalable infrastructure, we are swift and flexible enough to respond to the changes in markets and customer needs.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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Many of our strategies also provide access to very small stocks<\/b>, a relatively inefficient market segment with capacity constraints often ignored by large providers.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Our Team<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Careers dedicated to data-driven stock selection<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\"\"<\/figure>

Working on applying machine learning to stock selection problems for over a decade, we offer access to exceptional data-driven investment solutions beyond the current AI hype.\n<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\"\"<\/figure>

Ulrich Carl, PhD, CAIA<\/h3>

Quantitative researcher, UBS Asset Management\n
\nHead of Research, Finreon
\nPhD in St. Gallen (CH) on equity portfolio management
\nStudies: St. Gallen (CH), SMU (Singapore), USC (US)\n
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Marcial Messmer, PhD<\/h3>

Quantitative researcher, UBS Asset Management
\nQuant equity portfolio manager, Kraus Partner
\nPhD in St. Gallen (CH) on equity selection using AI
\nStudies: Columbia, Boston\/BU, UCLA (all US), Mannheim (DE), St. Gallen (CH)\n\n<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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mu AI Equity Selection Platform\u200b<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Powered by AI and finance theory<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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  • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tInfrastructure customized for data-driven stock selection problems.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
  • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tHundreds of curated signals that serve as input to our prediction models.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
  • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tMulti-dimensional AI-driven predictions to identify most attractive return opportunities.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
  • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tTurning alpha signals into investable portfolios.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
  • \n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\tFlexible platform allows for high degree of customization.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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    Facts & Figures<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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    \n\t\t\t\t\t\t\n\t\t\t\t\t\t\tOur Universe\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h4>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

    \n\t\t\t\t\t\tWe analyze more than 8,000 stocks daily to keep up with new information flows.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    \n\t\t\t\t\t\t\n\t\t\t\t\t\t\tOur Infrastructure\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h4>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

    \n\t\t\t\t\t\tOur server farm boasts hundreds of cores to process hundreds of millions of data points each day.\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    \n\t\t\t\t\t\t\n\t\t\t\t\t\t\tOur Systems\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h4>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

    \n\t\t\t\t\t\tOur systems are fully automated to ensure that our decision-making is strictly rules-based and emotionless.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    \n\t\t\t\t\t\t\n\t\t\t\t\t\t\tSoftware Stack\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h4>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

    \n\t\t\t\t\t\tOur proprietary software stack currently includes more than a quarter of a million lines of code.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

    DATA-DRIVEN EQUITY SELECTION POWERED BY AI AND FINANCE THEORY Equity concentrations and valuations near extremes: Time to diversify your equity allocation! Concentrations at extremes – valuations near extremes. This substantially reduces future long-term returns for equities. Long-term investors need to prepare now! We help you identify attractive opportunities within equities especially in recently neglected market […]<\/p>\n","protected":false},"author":1,"featured_media":1573,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"content-type":"","footnotes":""},"yoast_head":"\nHome - mu Capital Management<\/title>\n<meta name=\"description\" content=\"mu Capital Management is a boutique specializing in data-driven equity strategies. 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