update - June2024

index.html

@@ -25,16 +25,32 @@ <h1>Suraj Parmar</h1>
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          <h2>About</h2>
-         <p>My interests
-            are primarily in NLP with improved multilingual performance and the intersection of Computer Vision and
-            Natural Language Processing.</p>
-         <p>Currently I am working as a Machine Learning Engineer at a Healthcare start-up in Toronto.</p>
-         <p>I previously interned at Zujo, a Computer Vision start-up in India, and worked at RealAdvisor as a Data
-            Scientist remotely. Also pariticipating in Numerai torunaments. Writing about it on Medium blog.</p>
-         <p>Interested at the intersection of AI and Blockchains. </p>
-         <h2>Contact</h2>
+         <p>Hi, I am Suraj Parmar, currently working as a Machine Learning Engineer at a healthcare start-up in Toronto.
+         </p>
+         <p>I have worked on various projects involving statistical and deep learning forecasting and classification
+            models. Building and deploying efficient Retrieval Augmented Generation (RAG) pipelines in completely
+            offline environments. </p>
+         </p>
+         <p>Apart from that, I have been researching on the Numerai datasets for financial data.
+            My main focus right now is Transformers on cross-sectional asset prediction involving self-supervised
+            learning. Can read more about it on my blog.
+         </p>
+         <p>My master's thesis was on the topic of "Utilizing Deep Learning for Enhancing Performance on Encrypted Stock
+            Market Data".
+            The goal was to extract robust and meaningful representations for Numerai datasets to improve the GBDT
+            baseline model.</p>
+         <p>I previously interned at Zujo, a Computer Vision start-up in India,
+            and worked at RealAdvisor as a Data
+            Scientist remotely. </p>
+
+         <p>I am available for contract and freelance work. 
+            Feel free to reach out to me on my email or social media
+            handles.</p>
+
+         <h2>Contact </h2>
          <a href="mailto:[email protected]">[email protected]</a>
-         <p>DM on Twitter, LinkedIn</p>
+         <p>Say hi on Twitter, LinkedIn :)</p>
+
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