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      <image:title>Home - Harvard and MIT MBA / MPA currently focused on tech finance, artificial intelligence, and human connection.</image:title>
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      <image:title>Home - Ethix.AI</image:title>
      <image:caption>Inspired by the impact of technological disruption on my family’s economic security when I was a child, I am deeply sensitive to the disruption that artificial intelligence can cause in our society. However, than viewing technology simply as a diminisher of jobs, through EthixAI, I hope to empower workers, tech executives, and policymakers to benefit inclusively from technological advances.</image:caption>
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      <image:caption>Inspired by my experiencing a traditional, authoritarian education system, I co-founded ITSA to empower young people to think critically and enact social change in their communities. ITSA modernizes traditional schools through teacher training, curricular consulting, and in-school technology.</image:caption>
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    <lastmod>2020-08-25</lastmod>
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      <image:caption>Born in Ahmedabad, India, Riana Shah was 14 when she moved to Queens, NY with her mother and little sister. They came to America in pursuit of intellectual independence through a better education. While the first few years of immigrant life was challenging as Riana and her family grappled with socio-economic insecurity, Riana was shaped greatly by the educational opportunities she received. As a pupil of an authoritarian, rote-memorization-based education system in India, Riana grew up being told that there was a right and wrong answer. The “right” answer was always the one in the back of the textbook, and she and her peers were discouraged from developing their own opinions. Riana’s educational upbringing led her to believe that she was a passive bystander in the injustices she saw happening in Ahmedabad. It wasn’t until she began attending a progressive NYC school called Bard High School Early College upon their move to America that she felt empowered to begin to think critically about society. She began to question gender roles, economic structures, racial injustice, and traditional education systems, and became an active agent for social change.</image:caption>
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    <loc>https://www.rianabshah.com/ethixai</loc>
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      <image:title>About EthixAI</image:title>
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      <image:title>About EthixAI</image:title>
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      <image:title>About EthixAI</image:title>
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      <image:title>About EthixAI</image:title>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/5e4a30d11ea5462a7aa0735f/1599332404717-0NNNYFQL3F05R2XRO4DN/algoirthm+bias.jpg</image:loc>
      <image:title>About EthixAI</image:title>
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      <image:title>About EthixAI - Matt Rhodes Kropf, MIT</image:title>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/5e4a30d11ea5462a7aa0735f/1623713421580-VBIUOIDAQ7WXAOJ9K196/esse.jpeg</image:loc>
      <image:title>About EthixAI - Maria Fernanda Sampaio Ferreira, Research Analyst</image:title>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/5e4a30d11ea5462a7aa0735f/1625433341507-Q8FEYDFV6TLNSJ31LS3J/Ben+Mitchell.png</image:loc>
      <image:title>About EthixAI - Ben Mitchell, Swarthmore College</image:title>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/5e4a30d11ea5462a7aa0735f/1625433241047-V5XQQQQNJ7SJYLDUHC8A/kathy-pham.jpeg</image:loc>
      <image:title>About EthixAI - Kathy Pham, Harvard and The White House</image:title>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/5e4a30d11ea5462a7aa0735f/1625433390436-TWX5IG0U7LRHLXAPATAE/john+akula.png</image:loc>
      <image:title>About EthixAI - John Akula, MIT</image:title>
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      <image:title>About EthixAI - Eishna Ranganathan, Research Analyst</image:title>
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      <image:title>About EthixAI - Christie Little, Research Analyst</image:title>
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      <image:title>About EthixAI - Riana Shah, CEO</image:title>
      <image:caption>Riana Shah, CEO</image:caption>
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      <image:title>About EthixAI - Natasha Markov-Riss, Research Analyst</image:title>
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      <image:title>About EthixAI - Samuel Rothstein, Research Analyst</image:title>
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      <image:title>About EthixAI - Nhat Nguyen, Research Associate</image:title>
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      <image:title>Algorithmic Bias - Gender and AI</image:title>
      <image:caption>NYT article: Bias in virtual assistant AI technology  HBR article: 4 Ways to Address Gender Bias in AI</image:caption>
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      <image:title>Algorithmic Bias - Race and AI</image:title>
      <image:caption>Joy Buolamwini’s TED talk: How I'm fighting bias in algorithms Safiya Umoja Noble’s Book: Algorithms of Oppression</image:caption>
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      <image:title>Algorithmic Bias - Introduction to Algorithmic Bias</image:title>
      <image:caption>Cathy O’Neil’’s TED talk: The era of blind faith in big data must end New York Times article: Dealing with Bias in AI</image:caption>
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      <image:title>A Guide to Diversity, Equity and Inclusion on your Tech Team - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>A Guide to Diversity, Equity and Inclusion on your Tech Team - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>A Guide to Diversity, Equity and Inclusion on your Tech Team - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/5e4a30d11ea5462a7aa0735f/1623639526781-YY28B54M8NRT8VUWSEVR/Screen+Shot+2021-06-13+at+10.57.39+PM.png</image:loc>
      <image:title>A Guide to Diversity, Equity and Inclusion on your Tech Team - Download our 45-page Guide</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.rianabshah.com/debiasingproduct</loc>
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    <priority>0.75</priority>
    <lastmod>2021-06-14</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e4a30d11ea5462a7aa0735f/1623707172007-Y02ABHGNJ5V2SBM7PEC1/pexels-photo-4963084.jpeg</image:loc>
      <image:title>A Guide to Debiasing Your Product - Make it stand out</image:title>
      <image:caption>Offering users a product that is based on a biased AI algorithm can result in reputational harm for your organisation. If users believe a product is biased toward them because of a protected characteristic their trust toward the company can decrease.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e4a30d11ea5462a7aa0735f/1623703680633-YLAOH9N3CJRC8EDDLE5Q/Screen+Shot+2021-06-14+at+16.25.19.png</image:loc>
      <image:title>A Guide to Debiasing Your Product</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e4a30d11ea5462a7aa0735f/1623703468256-ZYE9VN6XK5QEARUSPTWG/Screen+Shot+2021-06-13+at+6.14.34+PM.png</image:loc>
      <image:title>A Guide to Debiasing Your Product - Download our 41-page Guide</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e4a30d11ea5462a7aa0735f/1623707603954-7KXW81Q641JNM2GM7FA1/4550.jpg</image:loc>
      <image:title>A Guide to Debiasing Your Product - Make it stand out</image:title>
      <image:caption>Federal Law prohibits discrimination based on race, sex, national origin, religion, age, or disability are protected classes. If an algorithm discriminates against any of these protected classes, the makers of the algorithm may be held liable.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e4a30d11ea5462a7aa0735f/1623704972189-D28VU1DDW20KOGFRBTMD/Screen+Shot+2021-06-14+at+17.07.33.jpg</image:loc>
      <image:title>A Guide to Debiasing Your Product - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e4a30d11ea5462a7aa0735f/1623704923362-KFS2V613K2M3BPKI7CWB/Screen+Shot+2021-06-14+at+17.07.51.jpg</image:loc>
      <image:title>A Guide to Debiasing Your Product - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5e4a30d11ea5462a7aa0735f/1623707662080-5632WVT6TKF9P637S2ZI/pexels-mikael-blomkvist-6476254.jpg</image:loc>
      <image:title>A Guide to Debiasing Your Product - Make it stand out</image:title>
      <image:caption>As AI gets used more and more in services, debiasing these models is essential to provide clients with a robust product. Transparency about the assumptions behind any ML model is a key pillar to build credibility with clients.</image:caption>
    </image:image>
  </url>
</urlset>

