diff --git a/.gitignore b/.gitignore
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+++ b/.gitignore
@@ -0,0 +1 @@
+.DS_Store
diff --git a/images/nurendra.jpg b/images/nurendra.jpg
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Binary files a/images/nurendra.jpg and b/images/nurendra.jpg differ
diff --git a/index.html b/index.html
index fe118db..db60a77 100644
--- a/index.html
+++ b/index.html
@@ -71,7 +71,6 @@ <h2 style="font-size:36px">Nurendra Choudhary</h2>
 										<span class="image object">
 											<img src="images/nurendra.jpg" alt="Profile Image">	
 										</span>
-									
 								</section>
 						</div>
 					</div>
diff --git a/publications.html b/publications.html
index db8d3ad..ff4ade2 100644
--- a/publications.html
+++ b/publications.html
@@ -52,20 +52,9 @@ <h2>Publications</h2>
 								<br><br>
 								<h3><a name="2022">2022</a></h3>
 
-								<b>Self-supervised Short Text Modeling through Auxiliary Context Generation</b>.<br>
-								<b>Nurendra Choudhary</b>, Charu C. Aggarwal, Karthik Subbian, Chandan K. Reddy.<br>
-								<i>ACM Transactions on Intelligent Systems and Technology (TIST),</i> 2022.
-								<br>
-								[<a href="bib-items/TIST2022.bib">BibTeX</a>]
-								&nbsp;&nbsp;
-								[<a href="papers/TIST2022.pdf">pdf</a>]
-								&nbsp;&nbsp;
-								[<a href="https://github.com/Akirato/PACS">code</a>]
-
-								<br><br>
 								<b>ANTHEM: Attentive Hyperbolic Entity Model for Product Search</b>.<br>
 								<b>Nurendra Choudhary</b>, Nikhil Rao, Sumeet Katariya, Karthik Subbian, Chandan K. Reddy.<br>
-								<i>15th ACM International Conference on Web Search and Data Mining (WSDM),</i> 2022.
+								<i>15th ACM International Conference on Web Search and Data Mining <b>(WSDM)</b>,</i> 2022.
 								<br>
 								[<a href="bib-items/WSDM2022.bib">BibTeX</a>]
 								&nbsp;&nbsp;
@@ -75,11 +64,22 @@ <h3><a name="2022">2022</a></h3>
 
 
 
+								<br><br>
+								<b>Self-supervised Short Text Modeling through Auxiliary Context Generation</b>.<br>
+								<b>Nurendra Choudhary</b>, Charu C. Aggarwal, Karthik Subbian, Chandan K. Reddy.<br>
+								<i>ACM Transactions on Intelligent Systems and Technology <b>(TIST)</b>,</i> 2022.
+								<br>
+								[<a href="bib-items/TIST2022.bib">BibTeX</a>]
+								&nbsp;&nbsp;
+								[<a href="papers/TIST2022.pdf">pdf</a>]
+								&nbsp;&nbsp;
+								[<a href="https://github.com/Akirato/PACS">code</a>]
+
 								<br><br>
 								<h3><a name="2021">2021</a></h3>
 								<b>Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs</b>.<br>
 								<b>Nurendra Choudhary</b>, Nikhil Rao, Sumeet Katariya, Karthik Subbian, Chandan K. Reddy.<br>
-								<i>Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS),</i> 2022.
+								<i>Thirty-fifth Conference on Neural Information Processing Systems <b>(NeurIPS)</b>,</i> 2022.
 								<br>
 								[<a href="bib-items/NEURIPS2021.bib">BibTeX</a>]
 								&nbsp;&nbsp;
@@ -91,7 +91,7 @@ <h3><a name="2021">2021</a></h3>
 								<br><br>
 								<b>Self-Supervised Hyperboloid Representations from Logical Queries over Knowledge Graphs</b>.<br>
 								<b>Nurendra Choudhary</b>, Nikhil Rao, Sumeet Katariya, Karthik Subbian, Chandan K. Reddy.<br>
-								<i>Proceedings of the Web Conference (WWW),</i> 2022.
+								<i>Proceedings of the Web Conference <b>(WWW)</b>,</i> 2022.
 								<br>
 								[<a href="bib-items/WWW2021.bib">BibTeX</a>]
 								&nbsp;&nbsp;
@@ -104,7 +104,7 @@ <h3><a name="2021">2021</a></h3>
 								<h3><a name="2019">2019</a></h3>
 								<b>Learning Representations for Text Classification of Indian Languages</b>.<br>
 								<b>Nurendra Choudhary</b><br>
-								<i>Masters Thesis,</i> 2019.
+								<i><b>Masters Thesis</b>,</i> 2019.
 								<br>
 								[<a href="bib-items/MS2019.bib">BibTeX</a>]
 								&nbsp;&nbsp;
@@ -114,7 +114,7 @@ <h3><a name="2019">2019</a></h3>
 								<h3><a name="2018">2018</a></h3>
 								<b>Twitter corpus of Resource-Scarce Languages for Sentiment Analysis and Multilingual Emoji Prediction</b>	.<br>
 								<b>Nurendra Choudhary</b>, Rajat Singh, Vijjini Anvesh Rao, Manish Shrivastava<br>
-								<i>27th International Conference on Computational Linguistics (COLING),</i> 2018.
+								<i>27th International Conference on Computational Linguistics <b>(COLING)</b>,</i> 2018.
 								<br>
 								[<a href="bib-items/COLING2018.bib">BibTeX</a>]
 								&nbsp;&nbsp;
@@ -123,7 +123,7 @@ <h3><a name="2018">2018</a></h3>
 								<br><br>
 								<b>Neural network architecture for credibility assessment of textual claims</b>.<br>
 								<b>Nurendra Choudhary</b>, Rajat Singh, Ishita Bindlish, Manish Shrivastava<br>
-								<i>19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLING),</i> 2018.<br>
+								<i>19th International Conference on Computational Linguistics and Intelligent Text Processing <b>(CICLING)</b>,</i> 2018.<br>
 								<i class="fas fa-trophy" style="color:#f56969;"></i> <b>Best paper Award at CICLING 2018.</b>
 								<br>
 								[<a href="bib-items/CICLING2018E.bib">BibTeX</a>]
@@ -133,7 +133,7 @@ <h3><a name="2018">2018</a></h3>
 								<br><br>
 								<b>Contrastive learning of emoji-based representations for resource-poor languages</b>.<br>
 								<b>Nurendra Choudhary</b>, Rajat Singh, Ishita Bindlish, Manish Shrivastava<br>
-								<i>19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLING),</i> 2018.
+								<i>19th International Conference on Computational Linguistics and Intelligent Text Processing <b>(CICLING)</b>,</i> 2018.
 								<br>
 								[<a href="bib-items/CICLING2018A.bib">BibTeX</a>]
 								&nbsp;&nbsp;
@@ -142,7 +142,7 @@ <h3><a name="2018">2018</a></h3>
 								<br><br>
 								<b>Automatic normalization of word variations in code-mixed social media text</b>.<br>
 								Rajat Singh, <b>Nurendra Choudhary</b>, Ishita Bindlish, Manish Shrivastava<br>
-								<i>19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLING),</i> 2018.
+								<i>19th International Conference on Computational Linguistics and Intelligent Text Processing <b>(CICLING)</b>,</i> 2018.
 								<br>
 								[<a href="bib-items/CICLING2018B.bib">BibTeX</a>]
 								&nbsp;&nbsp;
@@ -151,7 +151,7 @@ <h3><a name="2018">2018</a></h3>
 								<br><br>
 								<b>Sentiment analysis of code-mixed languages leveraging resource rich languages</b>.<br>
 								<b>Nurendra Choudhary</b>, Rajat Singh, Ishita Bindlish, Manish Shrivastava<br>
-								<i>19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLING),</i> 2018.
+								<i>19th International Conference on Computational Linguistics and Intelligent Text Processing <b>(CICLING)</b>,</i> 2018.
 								<br>
 								[<a href="bib-items/CICLING2018C.bib">BibTeX</a>]
 								&nbsp;&nbsp;
@@ -160,7 +160,7 @@ <h3><a name="2018">2018</a></h3>
 								<br><br>
 								<b>Emotions are universal: Learning sentiment based representations of resource-poor languages using siamese networks</b>.<br>
 								<b>Nurendra Choudhary</b>, Rajat Singh, Ishita Bindlish, Manish Shrivastava<br>
-								<i>19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLING),</i> 2018.
+								<i>19th International Conference on Computational Linguistics and Intelligent Text Processing <b>(CICLING)</b>,</i> 2018.
 								<br>
 								[<a href="bib-items/CICLING2018D.bib">BibTeX</a>]
 								&nbsp;&nbsp;
@@ -169,7 +169,7 @@ <h3><a name="2018">2018</a></h3>
 								<br><br>
 								<b>Cross-Lingual Task-Specific Representation Learning for Text Classification in Resource Poor Languages</b>.<br>
 								<b>Nurendra Choudhary</b>, Rajat Singh, Manish Shrivastava<br>
-								<i>Workshop on Humanizing AI (HAI), International Joint Conference on Artificial Intelligence '18,</i> 2018.
+								<i>Workshop on Humanizing AI <b>(HAI)</b>, International Joint Conference on Artificial Intelligence '18,</i> 2018.
 								<br>
 								[<a href="bib-items/HAI2018.bib">BibTeX</a>]
 								&nbsp;&nbsp;
@@ -179,7 +179,7 @@ <h3><a name="2018">2018</a></h3>
 								<h3><a name="2016">2016</a></h3>
 								<b>Enhanced Sentiment Classification of Telugu Text using ML Techniques</b>.<br>
 								Sandeep Sricharan Mukku, <b>Nurendra Choudhary</b>, Radhika Mamidi<br>
-								<i>Sentiment Analysis where AI meets Psychology (SAAIP), International Joint Conference on Artificial Intelligence '16,</i> 2016.
+								<i>Sentiment Analysis where AI meets Psychology <b>(SAAIP)</b>, International Joint Conference on Artificial Intelligence '16,</i> 2016.
 								<br>
 								[<a href="bib-items/SAAIP2016.bib">BibTeX</a>]
 								&nbsp;&nbsp;
@@ -189,7 +189,7 @@ <h3><a name="2016">2016</a></h3>
 								<h3><a name="2015">2015</a></h3>
 								<b>Sentiment Analysis and Education</b>.<br>
 								Sandeep Sricharan Mukku, <b>Nurendra Choudhary</b>, Radhika Mamidi<br>
-								<i>International Conference on Language Learning and Teaching (ICLLT),</i> 2016.
+								<i>International Conference on Language Learning and Teaching <b>(ICLLT)</b>,</i> 2016.
 								<br>
 								[<a href="bib-items/ICLLT2015.bib">BibTeX</a>]
 								&nbsp;&nbsp;
@@ -199,7 +199,7 @@ <h3><a name="2015">2015</a></h3>
 								<h3><a name="2014">2014</a></h3>
 								<b>Any Time Virtual Labs: On Portable Media and as Debian Packages</b>.<br>
 								<b>Nurendra Choudhary</b>, Venkatesh Choppella, Raghu Reddy, Thirumal Ravula<br>
-								<i>IEEE Sixth International Conference on Technology for Education (T4E),</i> 2016.
+								<i>IEEE Sixth International Conference on Technology for Education <b>(T4E)</b>,</i> 2016.
 								<br>
 								[<a href="bib-items/T4EA.bib">BibTeX</a>]
 								&nbsp;&nbsp;
@@ -208,7 +208,7 @@ <h3><a name="2014">2014</a></h3>
 								<br><br>
 								<b>Large Scale Web Page Optimization of Virtual Labs</b>.<br>
 								Jatin Agarwal, Utkarsh Rastogiy, Prateek Pandey, <b>Nurendra Choudhary</b>, Venkatesh Choppella, Raghu Reddy
-								<i>IEEE Sixth International Conference on Technology for Education (T4E),</i> 2016.
+								<i>IEEE Sixth International Conference on Technology for Education <b>(T4E)</b>,</i> 2016.
 								<br>
 								[<a href="bib-items/T4EB.bib">BibTeX</a>]
 								&nbsp;&nbsp;
diff --git a/work.html b/work.html
index 66a7064..e53a884 100644
--- a/work.html
+++ b/work.html
@@ -44,8 +44,7 @@ <h2>Work Experience</h2>
 
 									<h3>Internships and Jobs</h3>
 									<ul class="alt">
-										<li>Applied Scientist Intern, Amazon Search <p style="float:right; color:#F56969;">[Jul 2021 → December 2021]</p></li><br>
-										<li>Applied Scientist Intern, Amazon Search<p style="float:right; color:#F56969;">[May 2020 → December 2020]</p></li><br>
+										<li>Applied Scientist Intern, Amazon Search <p style="float:right; color:#F56969;">[Jul 2021 → December 2021, May 2020 → December 2020]</p></li><br>
 										<li>Senior Analyst, Goldman Sachs <p style="float:right; color:#F56969;">[May 2018 → August 2019]</p></li><br>
 										<li>Summer Analyst, Goldman Sachs <p style="float:right; color:#F56969;">[May 2017 → August 2017]</p></li><br>
 										<li>Google Summer of Code Intern, CCExtractor <p style="float:right; color:#F56969;">[May 2015 → August 2015]</p></li>