For fintech

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Hard working and self-driven, creative and quick to learn. Multidiciplinary with a diverse Hard working and self-driven, creative and quick to learn. Multidiciplinary with a diverse
technical background. Father of two! technical background. Father of two!
\section{Education}
\subsection{BSc,MSc Ben Guryon University\hfill 2019-present}
\begin{itemize}
\item Thesis subject: Rate-Aware Supervised Optimization Using Probabalistic Loss
\item Researched mitigation of vanishing-gradient using snake activation as part of Dkalim
\item Multiple courses including Convex Optimization, Language Processing, Multiple DL courses
\end{itemize}
\section{Work Experience} \section{Work Experience}
\subsection{Algorithm Team R\&D @ Applied Materials\hfill 2022-present} \subsection{Algorithm Team R\&D @ Applied Materials\hfill 2022-present}
\begin{itemize} \begin{itemize}
\item Researched and implemented ML systems and algorithms for classification and filtration. \item Researched and implemented ML systems and algorithms for rare-case classification.
\item Ownership of entire process from data acquisition to post-runtime analysis. \item Ownership of entire process from data acquisition to post-runtime analysis.
\item Used both Deep-Learning and classical algorithms with real-time considerations. \item Used both Deep-Learning and classical algorithms with real-time considerations.
\item Full ownership for research, development, testing and deployment, including design and delegation. \item Research statistical models to detect drift, and rare-case identification and classification.
\end{itemize} \end{itemize}
\subsection{Protocol Security R\&D @ Gita Technologies\hfill 2018-2022} \subsection{Protocol Security R\&D @ Gita Technologies\hfill 2018-2022}
\begin{itemize} \begin{itemize}
\item Designed and developed realtime systems for protocol analysis. \item Designed and developed realtime systems for protocol analysis.
\item Researched Wifi and Bluetooth protocols for protocol-based weaknesses. \item Researched Wifi and Bluetooth protocols for protocol-based weaknesses.
\item Trained models to cross-correlate targets across networks \item Researched DL methods to correlate trends across networks.
\end{itemize} \end{itemize}
\subsection{Systems Engineer R\&D @ Intelligence Corps (8200) IDF\hfill 2013-2018} \subsection{Systems Engineer R\&D @ Intelligence Corps (8200) IDF\hfill 2013-2018}
@@ -96,11 +88,19 @@ technical background. Father of two!
\item Recognized for technical excellence as well as general excellence. \item Recognized for technical excellence as well as general excellence.
\end{itemize} \end{itemize}
\section{Education}
\subsection{BSc,MSc Ben Guryon University\hfill 2019-present}
\begin{itemize}
\item Thesis subject: Rate-Aware Supervised Optimization Using Probabalistic Loss
\item Researched mitigation of vanishing-gradient using snake activation as part of Dkalim
\item Multiple courses including Convex Optimization, Language Processing, Multiple DL courses
\end{itemize}
\begin{minipage}[t]{0.45\linewidth} \begin{minipage}[t]{0.45\linewidth}
\section{Skills} \section{Skills}
\subsubsection{Machine Learning Domains} \subsubsection{Machine Learning Domains}
\noindent \small Anomaly Detection, Unsupervised, DL, Class Imbalance, Tabular Data, Computer Vision \noindent \small Statistical Analysis, DL, Anomaly Detection, Unsupervised, Class Imbalance, Computer Vision, Mult-Source Data
\subsubsection{Tools} \subsubsection{Technical Tools}
\noindent \small Linux, GIT, PyTorch, Scipy, Numpy, LaTeX, Pandas, Kubernetes, Docker, NIX \noindent \small Linux, GIT, PyTorch, Scipy, Numpy, LaTeX, Pandas, Kubernetes, Docker, NIX
\subsubsection{Other} \subsubsection{Other}
\noindent \small System Design \& Architecture, Project Management, Presentation, Training. \noindent \small System Design \& Architecture, Project Management, Presentation, Training.