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@@ -377,9 +377,9 @@
 </section>
 <section id="tweets" class="level2">
 <h2 class="anchored" data-anchor-id="tweets">Tweets</h2>
-<p></p><div id="tweet-50482"></div><script>tweet={"url":"https:\/\/twitter.com\/pyconindia\/status\/1708369432903553187","author_name":"PyCon India","author_url":"https:\/\/twitter.com\/pyconindia","html":"\u003Cblockquote class=\"twitter-tweet\" align=\"center\"\u003E\u003Cp lang=\"en\" dir=\"ltr\"\u003EAn engaging talk that left us all spellbound at \u003Ca href=\"https:\/\/twitter.com\/hashtag\/PyConIndia2023?src=hash&amp;ref_src=twsrc%5Etfw\"\u003E#PyConIndia2023\u003C\/a\u003E by our Speaker Kurian Benoy (\u003Ca href=\"https:\/\/twitter.com\/kurianbenoy2?ref_src=twsrc%5Etfw\"\u003E@kurianbenoy2\u003C\/a\u003E) on &quot;OpenAI Whisper and it’s amazing power to do fine-tuning demonstrated in my mother-tongue&quot;. It was an exploration of the thrilling fusion of Python and innovation \uD83D\uDD25 \u003Ca href=\"https:\/\/t.co\/3deZLjJNiw\"\u003Epic.twitter.com\/3deZLjJNiw\u003C\/a\u003E\u003C\/p\u003E&mdash; PyCon India (@pyconindia) \u003Ca href=\"https:\/\/twitter.com\/pyconindia\/status\/1708369432903553187?ref_src=twsrc%5Etfw\"\u003EOctober 1, 2023\u003C\/a\u003E\u003C\/blockquote\u003E\n\u003Cscript async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"\u003E\u003C\/script\u003E\n\n","width":550,"height":null,"type":"rich","cache_age":"3153600000","provider_name":"Twitter","provider_url":"https:\/\/twitter.com","version":"1.0"};document.getElementById("tweet-50482").innerHTML = tweet["html"];</script><p></p>
-<p></p><div id="tweet-52164"></div><script>tweet={"url":"https:\/\/twitter.com\/pyconindia\/status\/1714265134917702040","author_name":"PyCon India","author_url":"https:\/\/twitter.com\/pyconindia","html":"\u003Cblockquote class=\"twitter-tweet\" align=\"center\"\u003E\u003Cp lang=\"en\" dir=\"ltr\"\u003EA massive thank you to all the brilliant speakers of \u003Ca href=\"https:\/\/twitter.com\/hashtag\/PyConIndia2023?src=hash&amp;ref_src=twsrc%5Etfw\"\u003E#PyConIndia2023\u003C\/a\u003E! \uD83C\uDFA4 Your insights, knowledge and passion for Python has truly enriched our event \uD83D\uDE03\u003Ca href=\"https:\/\/twitter.com\/hashtag\/PyConIndia?src=hash&amp;ref_src=twsrc%5Etfw\"\u003E#PyConIndia\u003C\/a\u003E \u003Ca href=\"https:\/\/twitter.com\/hashtag\/PythonForAll?src=hash&amp;ref_src=twsrc%5Etfw\"\u003E#PythonForAll\u003C\/a\u003E \u003Ca href=\"https:\/\/twitter.com\/hashtag\/CodeCollaborateCelebrate?src=hash&amp;ref_src=twsrc%5Etfw\"\u003E#CodeCollaborateCelebrate\u003C\/a\u003E \u003Ca href=\"https:\/\/t.co\/TZSMJBT6Kp\"\u003Epic.twitter.com\/TZSMJBT6Kp\u003C\/a\u003E\u003C\/p\u003E&mdash; PyCon India (@pyconindia) \u003Ca href=\"https:\/\/twitter.com\/pyconindia\/status\/1714265134917702040?ref_src=twsrc%5Etfw\"\u003EOctober 17, 2023\u003C\/a\u003E\u003C\/blockquote\u003E\n\u003Cscript async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"\u003E\u003C\/script\u003E\n\n","width":550,"height":null,"type":"rich","cache_age":"3153600000","provider_name":"Twitter","provider_url":"https:\/\/twitter.com","version":"1.0"};document.getElementById("tweet-52164").innerHTML = tweet["html"];</script><p></p>
-<p></p><div id="tweet-52874"></div><script>tweet={"url":"https:\/\/twitter.com\/kavya_manohar\/status\/1633755478818959372","author_name":"Kavya Manohar (കാവ്യ)","author_url":"https:\/\/twitter.com\/kavya_manohar","html":"\u003Cblockquote class=\"twitter-tweet\" align=\"center\"\u003E\u003Cp lang=\"en\" dir=\"ltr\"\u003EThere has never been a benchmark for comparing Malayalam ASR models. Thank you \u003Ca href=\"https:\/\/twitter.com\/kurianbenoy2?ref_src=twsrc%5Etfw\"\u003E@kurianbenoy2\u003C\/a\u003E \u003Ca href=\"https:\/\/t.co\/Ay84OGzxWn\"\u003Ehttps:\/\/t.co\/Ay84OGzxWn\u003C\/a\u003E\u003C\/p\u003E&mdash; Kavya Manohar (കാവ്യ) (@kavya_manohar) \u003Ca href=\"https:\/\/twitter.com\/kavya_manohar\/status\/1633755478818959372?ref_src=twsrc%5Etfw\"\u003EMarch 9, 2023\u003C\/a\u003E\u003C\/blockquote\u003E\n\u003Cscript async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"\u003E\u003C\/script\u003E\n\n","width":550,"height":null,"type":"rich","cache_age":"3153600000","provider_name":"Twitter","provider_url":"https:\/\/twitter.com","version":"1.0"};document.getElementById("tweet-52874").innerHTML = tweet["html"];</script><p></p>
+<p></p><div id="tweet-89241"></div><script>tweet={"url":"https:\/\/twitter.com\/pyconindia\/status\/1708369432903553187","author_name":"PyCon India","author_url":"https:\/\/twitter.com\/pyconindia","html":"\u003Cblockquote class=\"twitter-tweet\" align=\"center\"\u003E\u003Cp lang=\"en\" dir=\"ltr\"\u003EAn engaging talk that left us all spellbound at \u003Ca href=\"https:\/\/twitter.com\/hashtag\/PyConIndia2023?src=hash&amp;ref_src=twsrc%5Etfw\"\u003E#PyConIndia2023\u003C\/a\u003E by our Speaker Kurian Benoy (\u003Ca href=\"https:\/\/twitter.com\/kurianbenoy2?ref_src=twsrc%5Etfw\"\u003E@kurianbenoy2\u003C\/a\u003E) on &quot;OpenAI Whisper and it’s amazing power to do fine-tuning demonstrated in my mother-tongue&quot;. It was an exploration of the thrilling fusion of Python and innovation \uD83D\uDD25 \u003Ca href=\"https:\/\/t.co\/3deZLjJNiw\"\u003Epic.twitter.com\/3deZLjJNiw\u003C\/a\u003E\u003C\/p\u003E&mdash; PyCon India (@pyconindia) \u003Ca href=\"https:\/\/twitter.com\/pyconindia\/status\/1708369432903553187?ref_src=twsrc%5Etfw\"\u003EOctober 1, 2023\u003C\/a\u003E\u003C\/blockquote\u003E\n\u003Cscript async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"\u003E\u003C\/script\u003E\n\n","width":550,"height":null,"type":"rich","cache_age":"3153600000","provider_name":"Twitter","provider_url":"https:\/\/twitter.com","version":"1.0"};document.getElementById("tweet-89241").innerHTML = tweet["html"];</script><p></p>
+<p></p><div id="tweet-75220"></div><script>tweet={"url":"https:\/\/twitter.com\/pyconindia\/status\/1714265134917702040","author_name":"PyCon India","author_url":"https:\/\/twitter.com\/pyconindia","html":"\u003Cblockquote class=\"twitter-tweet\" align=\"center\"\u003E\u003Cp lang=\"en\" dir=\"ltr\"\u003EA massive thank you to all the brilliant speakers of \u003Ca href=\"https:\/\/twitter.com\/hashtag\/PyConIndia2023?src=hash&amp;ref_src=twsrc%5Etfw\"\u003E#PyConIndia2023\u003C\/a\u003E! \uD83C\uDFA4 Your insights, knowledge and passion for Python has truly enriched our event \uD83D\uDE03\u003Ca href=\"https:\/\/twitter.com\/hashtag\/PyConIndia?src=hash&amp;ref_src=twsrc%5Etfw\"\u003E#PyConIndia\u003C\/a\u003E \u003Ca href=\"https:\/\/twitter.com\/hashtag\/PythonForAll?src=hash&amp;ref_src=twsrc%5Etfw\"\u003E#PythonForAll\u003C\/a\u003E \u003Ca href=\"https:\/\/twitter.com\/hashtag\/CodeCollaborateCelebrate?src=hash&amp;ref_src=twsrc%5Etfw\"\u003E#CodeCollaborateCelebrate\u003C\/a\u003E \u003Ca href=\"https:\/\/t.co\/TZSMJBT6Kp\"\u003Epic.twitter.com\/TZSMJBT6Kp\u003C\/a\u003E\u003C\/p\u003E&mdash; PyCon India (@pyconindia) \u003Ca href=\"https:\/\/twitter.com\/pyconindia\/status\/1714265134917702040?ref_src=twsrc%5Etfw\"\u003EOctober 17, 2023\u003C\/a\u003E\u003C\/blockquote\u003E\n\u003Cscript async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"\u003E\u003C\/script\u003E\n\n","width":550,"height":null,"type":"rich","cache_age":"3153600000","provider_name":"Twitter","provider_url":"https:\/\/twitter.com","version":"1.0"};document.getElementById("tweet-75220").innerHTML = tweet["html"];</script><p></p>
+<p></p><div id="tweet-30959"></div><script>tweet={"url":"https:\/\/twitter.com\/kavya_manohar\/status\/1633755478818959372","author_name":"Kavya Manohar (കാവ്യ)","author_url":"https:\/\/twitter.com\/kavya_manohar","html":"\u003Cblockquote class=\"twitter-tweet\" align=\"center\"\u003E\u003Cp lang=\"en\" dir=\"ltr\"\u003EThere has never been a benchmark for comparing Malayalam ASR models. Thank you \u003Ca href=\"https:\/\/twitter.com\/kurianbenoy2?ref_src=twsrc%5Etfw\"\u003E@kurianbenoy2\u003C\/a\u003E \u003Ca href=\"https:\/\/t.co\/Ay84OGzxWn\"\u003Ehttps:\/\/t.co\/Ay84OGzxWn\u003C\/a\u003E\u003C\/p\u003E&mdash; Kavya Manohar (കാവ്യ) (@kavya_manohar) \u003Ca href=\"https:\/\/twitter.com\/kavya_manohar\/status\/1633755478818959372?ref_src=twsrc%5Etfw\"\u003EMarch 9, 2023\u003C\/a\u003E\u003C\/blockquote\u003E\n\u003Cscript async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"\u003E\u003C\/script\u003E\n\n","width":550,"height":null,"type":"rich","cache_age":"3153600000","provider_name":"Twitter","provider_url":"https:\/\/twitter.com","version":"1.0"};document.getElementById("tweet-30959").innerHTML = tweet["html"];</script><p></p>
 
 
 </section>
@@ -486,7 +486,7 @@
 <figcaption>This talk is not generated :D</figcaption>
 </figure>
 </div>
-<p></p><div id="tweet-43573"></div><script>tweet={"url":"https:\/\/twitter.com\/FOSSUnitedKochi\/status\/1672490010770014208","author_name":"FOSS United Kochi","author_url":"https:\/\/twitter.com\/FOSSUnitedKochi","html":"\u003Cblockquote class=\"twitter-tweet\" align=\"center\"\u003E\u003Cp lang=\"en\" dir=\"ltr\"\u003EBack to the talks again with \u003Ca href=\"https:\/\/twitter.com\/kurianbenoy2?ref_src=twsrc%5Etfw\"\u003E@kurianbenoy2\u003C\/a\u003E talking about fine-tuning OpenAI Whisper capabilities in his mother-tongue aka Malayalam \uD83E\uDD29 \u003Ca href=\"https:\/\/t.co\/m91FruuzqS\"\u003Epic.twitter.com\/m91FruuzqS\u003C\/a\u003E\u003C\/p\u003E&mdash; FOSS United Kochi (@FOSSUnitedKochi) \u003Ca href=\"https:\/\/twitter.com\/FOSSUnitedKochi\/status\/1672490010770014208?ref_src=twsrc%5Etfw\"\u003EJune 24, 2023\u003C\/a\u003E\u003C\/blockquote\u003E\n\u003Cscript async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"\u003E\u003C\/script\u003E\n\n","width":550,"height":null,"type":"rich","cache_age":"3153600000","provider_name":"Twitter","provider_url":"https:\/\/twitter.com","version":"1.0"};document.getElementById("tweet-43573").innerHTML = tweet["html"];</script><p></p>
+<p></p><div id="tweet-42590"></div><script>tweet={"url":"https:\/\/twitter.com\/FOSSUnitedKochi\/status\/1672490010770014208","author_name":"FOSS United Kochi","author_url":"https:\/\/twitter.com\/FOSSUnitedKochi","html":"\u003Cblockquote class=\"twitter-tweet\" align=\"center\"\u003E\u003Cp lang=\"en\" dir=\"ltr\"\u003EBack to the talks again with \u003Ca href=\"https:\/\/twitter.com\/kurianbenoy2?ref_src=twsrc%5Etfw\"\u003E@kurianbenoy2\u003C\/a\u003E talking about fine-tuning OpenAI Whisper capabilities in his mother-tongue aka Malayalam \uD83E\uDD29 \u003Ca href=\"https:\/\/t.co\/m91FruuzqS\"\u003Epic.twitter.com\/m91FruuzqS\u003C\/a\u003E\u003C\/p\u003E&mdash; FOSS United Kochi (@FOSSUnitedKochi) \u003Ca href=\"https:\/\/twitter.com\/FOSSUnitedKochi\/status\/1672490010770014208?ref_src=twsrc%5Etfw\"\u003EJune 24, 2023\u003C\/a\u003E\u003C\/blockquote\u003E\n\u003Cscript async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"\u003E\u003C\/script\u003E\n\n","width":550,"height":null,"type":"rich","cache_age":"3153600000","provider_name":"Twitter","provider_url":"https:\/\/twitter.com","version":"1.0"};document.getElementById("tweet-42590").innerHTML = tweet["html"];</script><p></p>
 
 
 </section>

index.html

@@ -190,11 +190,11 @@ <h1 class="title">Kurian Benoy</h1>
   <div class="about-contents"><main class="content column-page" id="quarto-document-content">
 <section id="hi-im-kurian-benoy" class="level2">
 <h2 data-anchor-id="hi-im-kurian-benoy">Hi, I’m Kurian Benoy <img src="https://media.giphy.com/media/hvRJCLFzcasrR4ia7z/giphy.gif" width="25px" alt="Waving hand to say hello"></h2>
-<p>I am an AI Engineer &amp; Team Lead working in <a href="https://www.sentient.io/en/">Sentient.io</a>, a fast-paced startup based in Singapore. I have multiple years of experience in Python and Machine learning experience. I have contributed to various open source organizations like Keras, DVC, HuggingFace, fast.ai, Swathanthra Malayalam Computing, CloudCV etc.</p>
-<p>I like to speak and interact with developer community. I am an active member of <a href="https://forums.fast.ai/u/kurianbenoy/summary">fast.ai community</a> and engage in lot of other communities based in Kerala. I have given talk as expert in competence of Machine Learning and core Python in <a href="https://in.pycon.org">Pycon India</a>, which is the largest gathering of Pythonistas in India for the Python programming language.</p>
+<p>I am building Full-Stack GenAI @ <a href="https://www.sarvam.ai/">Sarvam.ai</a>. I have multiple years of experience in Python and Machine learning experience. I have contributed to various open source organizations like Swathanthra Malayalam Computing, FOSSASIA, Keras, DVC, HuggingFace, fast.ai, CloudCV etc.</p>
+<p>I like to speak and interact with developer community. I am an active member of <a href="https://forums.fast.ai/u/kurianbenoy/summary">fast.ai community</a> and engage in lot of other communities based in Kerala. I have given talk thrice as expert in competence of Machine Learning and core Python in <a href="https://in.pycon.org">Pycon India</a>, which is the largest gathering of Pythonistas in India for the Python programming language.</p>
 <p>I believe in the old Malayalam proverb, “അണ്ണാൻ കുന്നിനും തന്നാലാവത്”. In English it translates to this meaning - “Even a squirrel does what it can do it’s best of abilities, similarly we should also strive to do everything to best of our abilities.”.</p>
 <p>Smash that donate button like a true superstar, your contribution to help my work by buying me a coffee would be absolutely pixel-perfect amazing. <a href="https://www.buymeacoffee.com/kurianbkk8"><img src="https://img.shields.io/badge/Buy%20me%20a%20coffee-Donate-green.svg" class="img-fluid" alt="Buy me a coffee"></a></p>
-<p>I am quite easy to reach out via <a href="mailto:kurian.bkk@gmail.com">email</a> or feel free to connect or DM me via <a href="https://linkedin.com/in/kurianbenoy">linkedIn</a> or <a href="ttps://twitter.com/kurianbenoy2">twitter</a>.</p>
+<p>I am quite easy to reach out via <a href="mailto:kurian.bkk@gmail.com">email</a>.</p>
 
 
 </section>

posts/2022/2022-05-01-audiocnndemo.html

@@ -1006,7 +1006,7 @@ <h2 class="anchored" data-anchor-id="inference-function">Inference function</h2>
 <section id="conclusion" class="level2">
 <h2 class="anchored" data-anchor-id="conclusion">Conclusion</h2>
 <p>We trained a ML model which can identify with 54.4% accuracy to classify in a music file which genre it is. It’s not so bad for a baseline model. Dien Hoa Truong has shared some techniques which he learned during Kaggle competition with music genres.</p>
-<p></p><div id="tweet-31035"></div><script>tweet={"url":"https:\/\/twitter.com\/DienhoaT\/status\/1520511289822433281","author_name":"Dien Hoa Truong","author_url":"https:\/\/twitter.com\/DienhoaT","html":"\u003Cblockquote class=\"twitter-tweet\" align=\"center\"\u003E\u003Cp lang=\"en\" dir=\"ltr\"\u003E[Machine Learning] Speed up your experiment so that you can try out a lot of ideas and find what works best for your problem. Below ⬇️ is what I have learned during the Kaggle competition with music genre\uD83C\uDFB6:\u003C\/p\u003E&mdash; Dien Hoa Truong (@DienhoaT) \u003Ca href=\"https:\/\/twitter.com\/DienhoaT\/status\/1520511289822433281?ref_src=twsrc%5Etfw\"\u003EApril 30, 2022\u003C\/a\u003E\u003C\/blockquote\u003E\n\u003Cscript async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"\u003E\u003C\/script\u003E\n\n","width":550,"height":null,"type":"rich","cache_age":"3153600000","provider_name":"Twitter","provider_url":"https:\/\/twitter.com","version":"1.0"};document.getElementById("tweet-31035").innerHTML = tweet["html"];</script><p></p>
+<p></p><div id="tweet-14901"></div><script>tweet={"url":"https:\/\/twitter.com\/DienhoaT\/status\/1520511289822433281","author_name":"Dien Hoa Truong","author_url":"https:\/\/twitter.com\/DienhoaT","html":"\u003Cblockquote class=\"twitter-tweet\" align=\"center\"\u003E\u003Cp lang=\"en\" dir=\"ltr\"\u003E[Machine Learning] Speed up your experiment so that you can try out a lot of ideas and find what works best for your problem. Below ⬇️ is what I have learned during the Kaggle competition with music genre\uD83C\uDFB6:\u003C\/p\u003E&mdash; Dien Hoa Truong (@DienhoaT) \u003Ca href=\"https:\/\/twitter.com\/DienhoaT\/status\/1520511289822433281?ref_src=twsrc%5Etfw\"\u003EApril 30, 2022\u003C\/a\u003E\u003C\/blockquote\u003E\n\u003Cscript async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"\u003E\u003C\/script\u003E\n\n","width":550,"height":null,"type":"rich","cache_age":"3153600000","provider_name":"Twitter","provider_url":"https:\/\/twitter.com","version":"1.0"};document.getElementById("tweet-14901").innerHTML = tweet["html"];</script><p></p>
 <p>Thanks for reading :pray:</p>