diff --git a/isso.tex b/isso.tex
index 7ce67f1..839ca75 100644
--- a/isso.tex
+++ b/isso.tex
@@ -61,7 +61,7 @@
 
 \begin{document}
 \name{ARKA HALDI}
-\tagline{“Everything is theoretically impossible, until it is done. -Robert A. Heinlein”}
+\tagline{“It always seems impossible until it is done. -Nelson Mandela”}
 % Cropped to square from https://en.wikipedia.org/wiki/Marissa_Mayer#/media/File:Marissa_Mayer_May_2014_(cropped).jpg, CC-BY 2.0
 \photo{2.5cm}{Arka_resume} % Arka_resume
 \personalinfo{%
@@ -105,7 +105,7 @@
 \cvsection{Experience}
 \cvprojlinkless{Barclays}{Aug 2022 - July 2023}{
 \begin{itemize}
-\item Worked as a Graduate Analyst, in Data-QE role. Daily responsibilities include creating detailed test cases, conducting reviews to ensure accuracy, and collaborating across teams to fix bugs.
+\item Worked as a Graduate Analyst, in Data-QE role. Daily responsibilities included creating detailed test cases, conducting reviews to ensure accuracy, and collaborating across teams to fix bugs.
 % \item Delivered a critical project, taking end-to-end QE ownership; engaging with the product owner, developer, and AWS team despite frequent changes, and ensured timely delivery with quality coverage.
 \item Recognized for Drive within organisation \& active participant in various programs, events, hackathons etc.
 \item Proposed and created a POC for automation scripts, streamlining the process and reducing manual work by 70\%, saving 80\% time of testcase creation/management \& code checkouts.
@@ -129,13 +129,18 @@
     \item Skills/tools: cv2, yolov5, pytorch, roboflow, dataset creation, data augmentation
 \end{itemize}
 
-\cvsection{UG Projects}
-\cvproject{Job Recruitment App}{https://github.com/Arka-h/JobApp}{Nov 2020}{}
+\cvsection{Projects}
+\cvproject{3D Pose Estimation with Active Learning}{\href{https://sites.google.com/iisc.ac.in/arkahaldi/\#h.60vahjgn9jhl}{https://sites.google.com/iisc.ac.in/arkahaldi/\#h.60vahjgn9jhl}}{ongoing}{}
 \begin{itemize}
-\item UI/UX centric Job application portal for Job seekers and Employers, to manage and review candidates/applied jobs.
-\item Lead a team of 3, we designed and built whole application within a week.
-\item Tools Used - React, MongoDB Atlas, Express, HTML, CSS, GridFS
+    \item Our work is focused on devising ways of extracting 3D Pose knowledge from Diffusion Models(DM), and building a methodology that leverages Active Learning to enable training 3D Pose Estimation(3DPE) models in limited/low-resource regime.
+    \item This project is in joint collaboration with Dr. Jogendra Nath Kundu, Research scientist, Meta (WA) and Siddharth Seth, PhD, University of California, Merced.
 \end{itemize}
+% \cvproject{Job Recruitment App}{https://github.com/Arka-h/JobApp}{Nov 2020}{}
+% \begin{itemize}
+% \item UI/UX centric Job application portal for Job seekers and Employers, to manage and review candidates/applied jobs.
+% \item Lead a team of 3, we designed and built whole application within a week.
+% \item Tools Used - React, MongoDB Atlas, Express, HTML, CSS, GridFS
+% \end{itemize}
 % \divider
 
 % \cvproject{Email Feedback}{https://github.com/Arka-h/EmailFeedback}{Feb 2019}{}
diff --git a/page1sidebar.tex b/page1sidebar.tex
index d0a3ac9..18deb0c 100644
--- a/page1sidebar.tex
+++ b/page1sidebar.tex
@@ -21,28 +21,23 @@
 % \divider
 \cvsection{Languages}
 \cvskill{Python}{5}
-\cvskill{JavaScript}{5}
+\cvskill{JavaScript}{4}
 \cvskill{C \& C++}{3}
 \cvskill{Java}{3}
 
 \cvsection{Technical Skills}
 % \cvtag{Problem Solving}
-\cvtag {Javascript}
 \cvtag {Python}
-\cvtag {React}
-\cvtag {Flask}
-\cvtag {Express}
-\cvtag {Django}
-\cvtag {FireBase}
-\cvtag {HTML, CSS}
-\cvtag {BootStrap}
-\cvtag {MySQL}
-\cvtag {Pandas, Numpy, Scipy}
-\cvtag {Sklearn}
-\cvtag {Pytorch, Fastai}
-\cvtag {MongoDB}
+\cvtag{Numpy, Scipy, Sklearn}
+\cvtag{cv2, matplotlib, seaborn}
+\cvtag {Pandas}
+\cvtag {Pytorch, huggingface}
 \cvtag {Machine Learning}
 \cvtag {Deep Learning}
+\cvtag {Javascript}
+\cvtag {React}
+\cvtag {MongoDB}
+\cvtag {MySQL}
 % \cvtag{Motivator \& Leader}
 
 % \cvsection{Personal SKills}
@@ -53,23 +48,33 @@
 % \cvtag{Motivator}
 % \cvtag{Team Worker}
 
-\cvsection{Courses}
+\cvsection{Relevant Courses}
 \begin{itemize}
-\item{Machine Learning Specialization - Stanford Online}
+\item{DS-265: DLCV (DL for Comp Vision) [Active]}
+\item{E1-222: STOMA (Prob \& Stats) - 8/10}
+\item{E9-241: DIP (Img Processing) - 8/10}
+\item{E0-230: CMO (Optimization) - 7/10}
+\item{E0-298: LAA (Linear Algebra) [Audit]}
+\item{E2-335: Topics in Artificial Intelligence [Audit]}
+\item{E1-213: PRNN (ML Theory) [Audit]}
+\item{CS231n: DLCV [Online]}
+\item{CS229: Machine Learning [Online]}
+\item{Coursera: ML Specialization [Stanford Online]}
+% \item{Machine Learning Specialization - Stanford Online}
 % \item{Practical Deep Learning - Fastai}
-\item{Machine Learning course - Udemy}
-\item{MERN Fullstack Web Development - Udemy} 
+% \item{Machine Learning course - Udemy}
+% \item{MERN Fullstack Web Development - Udemy} 
 \end{itemize}
 
 
 
 \cvsection{HACKATHONS}
-\cvevent{JPMC Code For Good 2020}{https://github.com/IndiaCFG3/team-2}{August 2020}{JPMC online}
-\begin{itemize}
-\item Worked on data collection, database integration and visualization for waste management for an NGO
-\item Tools - django, python, pandas, Google Script API, Firebase, data visualization, HTML, CSS, JS, Bootstrap
-\end{itemize}
-\divider
+% \cvevent{JPMC Code For Good 2020}{https://github.com/IndiaCFG3/team-2}{August 2020}{JPMC online}
+% \begin{itemize}
+% \item Worked on data collection, database integration and visualization for waste management for an NGO
+% \item Tools - django, python, pandas, Google Script API, Firebase, data visualization, HTML, CSS, JS, Bootstrap
+% \end{itemize}
+% \divider
 
 \cvevent{HackIt2.0 : Recruitment Assisting Platform}{https://github.com/Arka-h/Recruitment-Assisting-Platform}{July 2020}{K.J.Somaiya college.}
 \begin{itemize}
@@ -79,10 +84,10 @@
 
 \cvsection{Hobbies}
 \cvtag{Singing}
+\cvtag{Sketching}
 \cvtag{Swimming}
-\cvtag{Pencil Sketching}
-\cvtag{Gaming}
 \cvtag{Guitar}
+\cvtag{Gaming}
 \cvtag{Teaching}