Update Shashwat_CV.tex

Shashwat_CV.tex

@@ -30,8 +30,8 @@ \section{Work Experience}
 \location{September 2020 – Current | London, United Kingdom}
 \begin{itemize}
     \item Tech lead for the \textbf{simulation based optimisation} group. Helped guide and shape \textbf{10+ client engagements} across various industries (e.g. \textbf{energy / automotive / logistics}). 
-    \item Lead a team of 5 engineers to build a bidding agent for a \textbf{battery energy storage system} operator that was trained using \textbf{reinforcement learning} that generated 34\% more revenue than the benchmark \textbf{linear programming} approach. Was responsible for the technical deliverables, project-management, and system architecture.
-    \item Lead the development of a \textbf{distributed optimiser} for a turbine OCM. directly lead to +0.4\% turbine efficiency (validated by CFD), in 1/20th the time, and half the cost. Optimiser used both \textbf{genetic and bayesian methods} and ran on a \textbf{GPU cluster} of 20 machines using \textbf{Ray}. 
+    \item Lead a team of 5 engineers to build a bidding agent for a \textbf{battery energy storage system} operator that was trained using \textbf{reinforcement learning}. Our RL bot \textbf{generated 34\% more revenue} than the benchmark \textbf{linear programming} bot. Was responsible for the technical deliverables, project-management, and system architecture.
+    \item Lead the development of a \textbf{distributed black-box optimiser} for a \textbf{turbine OCM}. Lead to \textbf{+0.4\% turbine efficiency} (validated by CFD), in \textbf{1/20th the time}, and \textbf{half the cost} compared to previous process. Optimiser used both \textbf{genetic and bayesian methods} and ran on a \textbf{GPU cluster} of 20 machines using \textbf{Ray}.
     \item Lead the \textbf{data engineering} workstream for a \textbf{pharmaceutical clinical-trial site-selection optimization} project. Built a framework that unified the training and inference data-engineering pipeline. The framework reduced the project timeline by one week.
 \end{itemize} 
 \runsubsection{Bloomberg}