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 # Yin's Profile:
 
 ## Brief
-Yiqiao have been in the AI/ML space since 2015, leading all forms of AI-backed solutions including but not limited to Computer Vision, Natural Language Models (NLP), and most recently Large Language Models (LLMs) and Generative AI. He is currently a Tech Lead at <a href="https://www.vertexinc.com/">Vertex Inc</a>, a global leading provider of tax technologies 📊💻. Previously, he was a Senior ML Engineer at an <a href="https://en.wikipedia.org/wiki/S%26P_500">S&P 500</a> company, <a href="https://www.labcorp.com/">LabCorp</a>, developing AI-driven solutions 🧠💻 in drug diagnostics, drug development, operations management, and financial decisions for our global leaders in life sciences 🌍🔬 (see Labcorp SEC filings <a href="https://www.sec.gov/edgar/browse/?CIK=920148&owner=exclude">here</a>). He has also held positions such as enterprise-level Data Scientist at <a href="https://www.bayer.com/en/agriculture">Bayer</a> (a <a href="https://en.wikipedia.org/wiki/EURO_STOXX_50">EURO STOXX 50</a> company), Quantitative Researcher (apprenticeship) at <a href="https://www.aqr.com/">AQR</a> (a global hedge fund pioneering in alternative quantitative strategies to portfolio management and <a href="https://www.blackrock.com/us/individual/investment-ideas/what-is-factor-investing">factor-based trading</a>), and Equity Trader at <a href="https://t3trading.com/">T3 Trading</a> on Wall Street (where he was briefly licensed <a href="https://brokercheck.finra.org/individual/summary/6338834">Series 56</a> by <a href="https://www.finra.org/">FINRA</a>). He supervises a small fund specializing in algorithmic trading (since 2011, performance is <a href="https://yinscapital.com/letters/">here</a>) in equity market, cryptocurrencies, and real estate investment. He also runs his own monetized <a href="https://youtube.com/YiqiaoYin/">YouTube Channel</a>. Feel free to add me on <a href="https://www.linkedin.com/in/yiqiaoyin/">LinkedIn</a>. 🚀📈
+Yiqiao have been in the AI/ML space since 2015, leading all forms of AI-backed solutions including but not limited to Computer Vision, Natural Language Models (NLP), and most importantly Large Language Models (LLMs) and Generative AI (interestingly before and after ChatGPT comes out).
+He is currently a Principal AI Engineer at <a href="https://www.fico.com/">FICO</a>, a 🌍 global data analytics company providing credit scoring solutions for financial institutions, consumers, and businesses worldwide.📊🔢 
+Previously, he was a Tech Lead He is currently a Tech Lead at <a href="https://www.vertexinc.com/">Vertex Inc</a>, a global leading provider of tax technologies 📊💻.
+He has also been a Senior ML Engineer at an <a href="https://en.wikipedia.org/wiki/S%26P_500">S&P 500</a> company, <a href="https://www.labcorp.com/">LabCorp</a>, developing AI-driven solutions 🧠💻 in drug diagnostics, drug development, operations management, and financial decisions for our global leaders in life sciences 🌍🔬 (see Labcorp SEC filings <a href="https://www.sec.gov/edgar/browse/?CIK=920148&owner=exclude">here</a>).
+He has also held positions such as enterprise-level Data Scientist at <a href="https://www.bayer.com/en/agriculture">Bayer</a> (a <a href="https://en.wikipedia.org/wiki/EURO_STOXX_50">EURO STOXX 50</a> company), Quantitative Researcher (apprenticeship) at <a href="https://www.aqr.com/">AQR</a> (a global hedge fund pioneering in alternative quantitative strategies to portfolio management and <a href="https://www.blackrock.com/us/individual/investment-ideas/what-is-factor-investing">factor-based trading</a>), and Equity Trader at <a href="https://t3trading.com/">T3 Trading</a> on Wall Street (where he was briefly licensed <a href="https://brokercheck.finra.org/individual/summary/6338834">Series 56</a> by <a href="https://www.finra.org/">FINRA</a>). He supervises a small fund specializing in algorithmic trading (since 2011, performance is <a href="https://yinscapital.com/letters/">here</a>) in equity market, cryptocurrencies, and real estate investment. He also runs his own monetized <a href="https://youtube.com/YiqiaoYin/">YouTube Channel</a>. Feel free to add me on <a href="https://www.linkedin.com/in/yiqiaoyin/">LinkedIn</a>. 🚀📈
 
 Though he started in Finance, Yin's AI career started from academic environment. He was a PhD student in [Statistics at Columbia University](https://stat.columbia.edu/) from September of 2020 to December of 2021 📈🎓. He earned a B.A. in Mathematics, and an [M.S. in Finance](https://simon.rochester.edu/programs/full-time-ms-in-finance) from [University of Rochester](https://www.rochester.edu/) 💼📊. His research interests are wide-ranging in [representation learning](https://en.wikipedia.org/wiki/Feature_learning), including Feature Learning, [Deep Learning](https://en.wikipedia.org/wiki/Deep_learning), [Computer Vision (CV)](https://en.wikipedia.org/wiki/Computer_vision), and [Natural Language Processing (NLP)](https://en.wikipedia.org/wiki/Natural_language_processing) 🤖👀. Additionally, he has some prior research experience in [Financial Economics](https://en.wikipedia.org/wiki/Financial_economics) and [Asset Pricing](https://en.wikipedia.org/wiki/Asset_pricing) 💹📉.