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whiletruelearnwhiletruelearn
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update bio for 2026
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‎.gitignore‎

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public/*
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.wrangler/
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.DS_Store

‎content/about/me.md‎

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Hello World,
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Thanks for checking out my website. My name is Krishna Sangeeth, I am currently working as a ML Lead at Avalara on problems related to document understanding and MLOps. Previously I was a Senior Data Scientist as part of the Global AI Accelerator group in Ericsson working on problem statements such as Timeseries Forecasting, Anomaly detection, Root cause Analysis, Network data Analytics.
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Prior to Ericsson I have worked on solving the large scale hierarchial classification problem at Indix and Data Fusion problem for Nielsen. I have also had a run in with many diverse engineering problems at TCS ranging from legacy systems such as Mainframes, Fortran to Bigdata systems like Spark, Hadoop etc.
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Thanks for checking out my website. My name is Krishna Sangeeth, and I am currently working on my startup [Serendipity Labs](https://serendipitylabs.in/) as a solopreneur. Previously, I worked as an ML Lead at Avalara on problems related to document understanding and MLOps. Before that, I was a Senior Data Scientist in the Global AI Accelerator group at Ericsson, working on problems such as time series forecasting, anomaly detection, root cause analysis, and network data analytics.
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Prior to Ericsson, I worked on solving the large-scale hierarchical classification problem at Indix and the data fusion problem for Nielsen. I have also had a run-in with many diverse engineering problems at TCS, ranging from legacy systems such as mainframes and Fortran to big data systems like Spark and Hadoop.
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I care deeply about building robust ML Software products that bring value to the business and work in production. I am specifically interested in Nature Language Processing (NLP) as a subfield where i have done most of my work. I am also interested in distributed systems and building scalable solutions. Not a fan boy of any particular technology stack, but i do tend to use Python for getting most of the things done.
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I really enjoy building software and tinkering with tech. I was specifically interested in Natural Language Processing (NLP), the subfield where I have done most of my work. Now, with the advent of LLMs, it feels like there is not much to do there. I am also interested in distributed systems and building scalable solutions. I am not a fanboy of any particular technology stack, but I do tend to use Python to get most things done. I like the idea of thinking about good software as good art, and of evolving my craft at building good software over time.
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I am an open-source enthusiast with successful code contributions made to projects such as scikit-learn, mlflow etc. I am not very active lately, but
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you can see some of my opensource work [here](https://github.com/whiletruelearn).
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I am reasonably happy when I am learning something new and often irritated when I am not learning something new. I am curious about most things under the sun, from history to economics to philosophy. I am agnostic and like to believe I am a man of science, I try and fail often to embody the virtues of Stoicism.
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The best way to connect with me is via [twitter](https://twitter.com/whiletruelearn) , i typically post my rants about life, universe and everything else there.
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The best way to connect with me is via [Twitter](https://twitter.com/whiletruelearn), where I typically post my rants about life, the universe, and everything else or via [Mail](kskrishnasangeeth@gmail.com).
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On a personal front I am married and I enjoy traveling, reading, watching movies, listening to podcasts, etc
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On a personal front, I am happily married with Swathi, and we have a son, "Shanku," who keeps us on our toes.
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~
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Krishna,
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A tiny dot in the vast അണ്ഡകടാഹം.

‎themes/hugo-theme-console/layouts/index.html‎

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{{ define "main" }}
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<h1>Hello World!</h1>
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<h1>Hello World,</h1>
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<p>
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Thanks for checking out my website. My name is <b>Krishna Sangeeth</b>, I am a <b>Machine Learning engineer</b> from Kerala, India.
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I have been working as a freelance engineer/consultant for the past year or so. Below is my <a href="https://linkedin.com/in/whiletruelearn"> career highlights </a> so far.
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I'm <b>Krishna Sangeeth</b> — building <a href="https://serendipitylabs.in/">Serendipity Labs</a> as a solopreneur.
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Before this, I spent a decade shipping ML in production:
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</p>
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<ul>
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<li>Machine Learning Lead @ Avalara</li>
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<li>Senior Data Scientist @ Ericsson</li>
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<li>ML Engineer @ Indix</li>
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<li>Software Engineer @ TCS</li>
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<li>ML Lead @ Avalara — document understanding, MLOps</li>
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<li>Senior Data Scientist @ Ericsson — forecasting, anomaly detection, root-cause analysis</li>
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<li>ML Engineer @ Indix — large-scale hierarchical classification</li>
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<li>Data Scientist @ Nielsen — data fusion</li>
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<li>Software Engineer @ TCS — mainframes & Fortran to Spark & Hadoop</li>
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</ul>
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<p>
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Studied: B.Tech in Computer Science @ College of Engineering Chengannur, M.Tech in Data Science @ BITS Pilani.
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</p>
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<p>
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I hold a Master's degree in Datascience and Engineering from BITS Pilani and a Bachelors Degree in Computer Science Engineering from
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College of Engineering Chengannur.
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Most of my work has been in NLP; with LLMs now everywhere, I'm drifting toward distributed systems and scalable infra. Language-agnostic, but Python gets things done. I think of good software as a craft worth sharpening over time.
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I am a very curious person in general about the world and how stuff works. Some of this curiosity has made me decently good at building software.
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I try and fail most days to embody the virtues of <a href="https://en.wikipedia.org/wiki/Stoicism"> Stoicism. </a>
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I usually post my rants about life, universe and everything else in <a href="https://x.com/whiletruelearn"> Twitter </a>. </p>
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<p>
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Happiest when learning something new, restless when I'm not. Curious about most things — history, economics, philosophy. Agnostic, and a wannabe Stoic who <a href="https://en.wikipedia.org/wiki/Stoicism">fails often</a>.
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</p>
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Off-screen: happily married to Swathi, with a son, "Shanku," who keeps us on our toes.
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</p>
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Last Updated : Nov 2024
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Say hi on <a href="https://twitter.com/whiletruelearn">Twitter</a> or via <a href="mailto:kskrishnasangeeth@gmail.com">Mail</a>.
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</p>
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<p>
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~ Krishna<br/>
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<small>A tiny dot in the vast അണ്ഡകടാഹം.</small>
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</p>
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{{ end }}

‎themes/hugo-theme-console/layouts/partials/footer.html‎

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<div class="footer">
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<small>&copy; Copyright 2025, Krishna Sangeeth KS</small>
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<small>&copy; Copyright 2026, Krishna Sangeeth KS</small>
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</div>

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