update 21-aug-2024: adds yektanet in detail

FeryET · Aug 21, 2024 · ae70ac5 · ae70ac5
1 parent d04baf9
commit ae70ac5
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Showing 6 changed files with 57 additions and 47 deletions.
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
@@ -19,7 +19,7 @@ jobs:
       - name: Compile LaTeX document
         uses: xu-cheng/latex-action@v3
         with:
-          root_file: $TEX_FILE
+          root_file: ${{ env.TEX_FILE }}
       - name: move
         run: mkdir -p ${{ env.ARTIFACTS_DIR}} && mv ${{ env.PDF_FILE }} ${{ env.ARTIFACTS_DIR }}
       - name: Upload PDF file

diff --git a/farhood-etaati-cv.tex b/farhood-etaati-cv.tex
@@ -45,7 +45,7 @@
 \setTwitterLink{https://twitter.com/farhoodetaati}
 
 \setPdfKeywords{ resume, cv, machine-learning, devops, mlops, software-engineering, backend, python, linux }
-\setPdfSubject{ MLOps Engineer  }
+\setPdfSubject{ Software Engineer  }
 
 % Override any variables/commands through a private file
 \InputIfFileExists{\jobname.tmp}{}{}

diff --git a/resume.cls b/resume.cls
@@ -44,7 +44,7 @@
 \usepackage{trimspaces} % Required for triming variable values (https://tex.stackexchange.com/a/484290)
 \usepackage{fontawesome} % Required for icons. List of available icons at http://ctan.imsc.res.in/fonts/fontawesome/doc/fontawesome.pdf
 \usepackage{datetime} % Required for custom date formatting
-\usepackage[left=0.5in,top=0.25in,right=0.5in,bottom=0.25in]{geometry} % Required for setting Document margins
+\usepackage[left=0.75in,top=0.75in,right=0.75in,bottom=0.75in]{geometry} % Required for setting Document margins
 \usepackage{scrextend}
 \pagestyle{empty} % Suppress page numbers
 
@@ -80,11 +80,9 @@
 		\newbox\anonvhbox
 		\newboolean{IncludeAnonItem}
 		\setboolean{IncludeAnonItem}{#1}
-
 		\setbox\anonvhbox\vbox{%
 			#2
 			\unskip\unpenalty\unpenalty}
-
 		\ifthenelse{\boolean{IncludeAnonItem}}{
 			\unvbox\anonvhbox
 		}{ }
@@ -320,6 +318,15 @@
 	}\unskip
 }{}
 
+\newcommand{\rEducationSubsectionHeading}[6]{ % 6 input arguments: school name, dates, degree, location, GPA, and notes
+    \textbf{#1}, #4 \hfill \textit{#2} \\ % Bold school name and location, italic dates aligned to the right
+    \textit{#3}, GPA: #5 % Italic degree, normal font GPA
+    \ifthenelse{\equal{#6}{}}{}{ % If notes are provided
+        \begin{addmargin}[10pt]{20pt} % Indented notes
+            \textit{#6} % Italic notes
+        \end{addmargin}
+    }
+}
 % The below commands define the whitespace after certain things in the document - they can be \smallskip, \medskip or \bigskip
 \def\namesize{\huge} % Size of the name at the top of the document
 \def\sectionlineskip{\medskip} % The space above the horizontal line for each section 

diff --git a/sections/education.tex b/sections/education.tex
@@ -4,31 +4,21 @@
 		%----------------------------------------------------------------------------------------
 		%	EDUCATION SECTION
 		%----------------------------------------------------------------------------------------
-
-
-		\rSubsectionHeading
-		{Electrical and Computer Engineering School, \nem University of Tehran}
-		{ \fmtdate{8}{2020} - Present }
-		{\normalfont M.Sc. in Electrical Engineering, GPA: 3.94/4.00}
+		% 6 input arguments: school name, dates, degree, location, GPA, and notes
+		\rEducationSubsectionHeading
+		{University of Tehran, School of ECE}
+		{ \fmtdate{8}{2020} - \fmtdate{8}{2023} }
+		{M.Sc. in Electrical Engineering}
 		{Tehran, Iran}
-		% {
-		% 	{\bfseries Courses}: Machine Learning, Deep Learning, Biosignal Processing, Statistical Inference, Image Processing.
-		% 	\\
-		% 	{\bfseries TAShips}: Machine Learning, Deep Learning. \smallskip
-		% }
-
-		\rSubsectionHeading
-		{Electrical and Computer Engineering School, \nem University of Tehran}
+		{18.30/20.00}
+		{Dropped out before defending the thesis with 26 passed credits.}
+
+		\rEducationSubsectionHeading
+		{University of Tehran, School of ECE}
 		{ \fmtdate{8}{2013} - \fmtdate{8}{2018} }
-		{\normalfont B.Sc. in Electrical Engineering, GPA: 3.36/4.00}
+		{B.Sc. in Electrical Engineering}
 		{Tehran, Iran}
-		% {
-		% 	{\bfseries Courses}: Advanced Programming, Data Structures and Algorithms, Control Theory, Signal Processing, Computer Architecture.
-		% 	\\
-		% 	{\bfseries TAShips}: Control Theory, Linear Algebra, Microprocessors. \smallskip
-		% }
-
-
-		%----------------------------------------------------------------------------------------
+		{16.11/20.00}
+		{}
 	\end{rSection}
 \end{document}
diff --git a/sections/skills.tex b/sections/skills.tex
@@ -8,18 +8,18 @@
 	%		\SetTblrInner{rowsep=4pt,colsep=2em, cells={t,j}, vspan=default}
 	%		\SetTblrStyle{element}{styles}
 	%		\begin{tabular}{ @{} >{\bfseries}l @{\hspace{6ex}} l }
-	%			
+	%
 	%			Languages \& Frameworks     & Python, Flask, FastAPI, PyTorch, Java, Kotlin, C/C++, Rust \\
 	%			Software \& Tools           & \makecell[l]{ \\ Docker, Kubernetes, Nginx, Gitlab, Ansible, MongoDB, Postgres, Redis, Grafana, \\Prometheus, ProxMox } \\ \\
 	%			Other                       & Linux, Bash, SSH, Git, LaTeX, Postman\\
-	%			
+	%
 	%		\end{tabular}
 	\begin{tblr}{colspec={X[3]X[7]}, vspan=default, colsep=5pt, rowsep=2pt, cells={t,j}, cell{2}{2}={r=2}{l}, width=0.95\linewidth}
 
-		{Languages}               & \normalfont {Python, Kotlin, Java, Rust, C++, Bash}                                                                                              \\
-		{Libraries \& Frameworks} & \normalfont {Prefect, Flask, FastAPI, gRPC, SQLAlchemy, PyTorch, Keras, Tensorflow, Scikit-Learn, Pandas, Gensim, Spacy, Transformers} \\ \\
-		{Software \& Tools}       & \normalfont {Docker, Ansible, Minio, Gitlab CI, Nginx, Grafana, Prometheus, Loki, Sysbox}                                                        \\
-		{Other}                   & \normalfont {Linux, SSH, Systemd, Git, Gitlab, LaTeX, Postman}                                                                                   \\
+		{Languages}               & \normalfont {Python, Go, Rust, Kotlin, Java, C++, Bash}                                                                                              \\
+		{Libraries \& Frameworks} & \normalfont {Airflow, Prefect, Flask, FastAPI, gRPC, SQLAlchemy, PyTorch, Keras, Tensorflow, Scikit-Learn, Pandas, Gensim, Spacy, Transformers} \\ \\
+		{Software \& Tools}       & \normalfont {K8s, Helm, Docker, Ansible, Git, Gitlab CI, NGINX, Prometheus, Loki}                                                        \\
+		{Other}                   & \normalfont {Linux, LaTeX, Postman, Grafana}                                                                                   \\
 	\end{tblr}
 	%----------------------------------------------------------------------------------------
 \end{rSection}

diff --git a/sections/work.tex b/sections/work.tex
@@ -4,6 +4,25 @@
 	%----------------------------------------------------------------------------------------
 	%	WORK EXPERIENCE SECTION
 	%----------------------------------------------------------------------------------------
+	\begin{rWorkSection}
+		{\href{https://yektanet.com/}{Yektanet}}
+		{Tehran, Iran}
+
+		\vspace{-1em}
+		{\em Software Engineer} \hfill {\em Dec. 2023 - Present} \hspace{10pt}
+		\normalfont
+		\begin{list}{$\cdot$}{\leftmargin=10pt\normalfont \rightmargin=20pt}
+			\itemsep -0.5em
+			\item Took initiative in the design and development process of a brand new service to handle 5x rps with 0.1x resources using go to replace an old bottleneck python service.
+			\item Took inititative in the process of revamping the team's monitoring/alerting mechanism, developing various new dashboards and alert rules with on-call support.
+			\item Administered a 10 Node hadooop cluster, with high availability settings using Ansible deployed on baremetal.
+			\item Administered a 16 Node K8s cluster for the data platform team, with various production services on it (Airflow, Spark, Kafka Connectors).
+			\item Utilized, improved and developed various helm charts for internal toolings and production services, e.g. Hue HDFS Browser, JupyterHub.
+			\item Adminstered a K8s based spark development workflow utilizing JupyterHub, SparkOperator, Airflow which enabled data teams to rapidly prototype and create data.
+			\item Implemented an automatic data lineage tracking pipeline using Datahub's integrations with CI/CD pipelines to increase metadata observability company wide.
+			\item Introduced a set of MLOps toolings to define the standard ml workflow in Yektanet using Ray, Spark, MLFlow on top of k8s.
+		\end{list}
+	\end{rWorkSection}
 
 	\begin{rWorkSection}
 		{\href{https://aimedic.co/}{AIMedic}}
@@ -14,22 +33,16 @@
 		\normalfont
 		\begin{list}{$\cdot$}{\leftmargin=10pt\normalfont \rightmargin=20pt}
 			\itemsep -0.5em
-			\item (Ongoing) Led the team in the process of developing an MVP of an MLOps as a service platform. Stack: Prefect, gRPC, Flask, SQLAlchemy, Celery, Postgres, Redis, Minio, Ansible, Docker.
+			\item Led the team in the process of developing an MVP of an MLOps as a service platform. Stack: Prefect, gRPC, Flask, SQLAlchemy, Celery, Postgres, Redis, Minio, Ansible, Docker.
 			\item Led the process of developing internal tools and plugins for ML pipelines, e.g. data registry, model registry and feature store solutions. Stack: Python, FastAPI, Docker, DVC, Metaflow, MLflow, Postgres, Minio.
 			\item Defined and standardized development process and led the team to implement CI pipelines for all services using Gitlab CI and Harbor.
-			      % \item Had full ownership of changing service architectures from monolith to service based and micro services, which boosted the successful deployments rate by 200\% in the following quarter.
-			\item Deployed containerized services using Docker, Docker Swarm and Anisble.
-			\item Maintained, and monitored deployed services using Grafana, Prometheus and Loki.
-			\item Administrated bare-metal infrastructure in the inter-company private cloud solution using ProxMox.
-
-		\end{list}
-		{\em ML Team Lead} \hfill {\em Aug. 2021 - Mar. 2022}
-		\normalfont
-		\begin{list}{$\cdot$}{\leftmargin=10pt\normalfont \rightmargin=20pt}
-			\itemsep -0.5em
+			\item Standardized the process of service monitoring by onboarding development teams to the Grafana, Loki, Prometheus stack, maintining the monitoring platforms and improving observability.
+		% \end{list}
+		% {\em ML Team Lead} \hfill {\em Aug. 2021 - Mar. 2022}
+		% \normalfont
+		% \begin{list}{$\cdot$}{\leftmargin=10pt\normalfont \rightmargin=20pt}
+		% 	\itemsep -0.5em
 			\item Led the team to develop ML solutions for arrhythmic ECG and epileptic EEG classification tasks. Stack: PyTorch, MNE, Pandas, HDF5.
-			\item Led the team to develop and deploy webservices for signal classification AI solutions. Stack: PyTorch, FastAPI and Docker.
-			\item Implemented a hyperparameter optimization pipeline for model optimization, which resulted in a 3\% F1-score boost in the ECG classificaiton task.
 		\end{list}
 	\end{rWorkSection}