diff --git a/.gitignore b/.gitignore
index fb27e66..b080dfe 100644
--- a/.gitignore
+++ b/.gitignore
@@ -2,4 +2,3 @@
 /result
 /.pre-commit-config.yaml
 /plantuml-images/
-presentation.pdf
diff --git a/Makefile b/Makefile
index 4b7f71d..871fa19 100644
--- a/Makefile
+++ b/Makefile
@@ -1,7 +1,4 @@
-all: report.pdf presentation.pdf
+all: report.pdf
 
 report.pdf: report.md begin-document.tex config.yaml header.tex
 	pandoc --defaults config.yaml
-
-presentation.pdf: presentation.md
-	pandoc -t beamer --filter pandoc-plantuml --dpi=300 -o $@ $<
diff --git a/figs/component-diagram.png b/figs/component-diagram.png
deleted file mode 100644
index aaa80d4..0000000
--- a/figs/component-diagram.png
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:b380f9b0f8d9531bf79443f478db7cd975e462ec3bfd825bd45bbd052bdc0521
-size 21388
diff --git a/presentation.md b/presentation.md
deleted file mode 100644
index 236377f..0000000
--- a/presentation.md
+++ /dev/null
@@ -1,123 +0,0 @@
----
-title: "IMC Internship"
-author: "Bruno BELANYI"
-theme: "Frankfurt"
-institute: "EPITA"
-date: 2021-08-30
-colortheme: "seahorse"
-fontsize: 10pt
-urlcolor: blue
-linkstyle: bold
-aspectratio: 169
-lang: en-US
-section-titles: true
-toc: true
-header-includes: |
-  \setbeamertemplate{section page}{%
-    \begingroup%
-    \centering%
-    \begin{beamercolorbox}[sep=12pt,center,colsep=-4bp,rounded=true,shadow=true]{section title}%
-    \usebeamerfont{section title}%
-    \insertsection%
-    \par%
-    \end{beamercolorbox}%
-    \endgroup%
-  }
-  \addtobeamertemplate{navigation symbols}{}{%
-    \usebeamerfont{footline}%
-    \usebeamercolor[fg]{footline}%
-    \hspace{1em}%
-    \insertframenumber/\inserttotalframenumber%
-  }
----
-
-# Introduction
-
-## IMC & Global Execution team
-
-* Market making firm
-* Multiple offices
-* Over 20 exchanges
-
-## Subject of the internship
-
-> The project is about benchmarking a new service we're building related to
-> exchange connectivity. It would involve writing a program to generate load on
-> the new service, preparing a test environment and analyzing the performance
-> results. Time permitting might also involve making performance improvements to
-> the services.
-
-## Motivation
-
-* Early feedback during development
-* Track regressions
-* Various scenarios
-
-## Additional work
-
-* Compatibility testing
-  * Test both client and gateway processes
-  * Test forward and backward compatibility
-  * Similar to benchmark in its architecture
-
-# Work accomplished
-
-## Parameters of a run
-
-* Lab setup to mirror production
-* Multiple scenarios
-* Multiple exchanges and gateways
-
-## Workflow
-
-* Scenarios are exchange-agnostic
-* Running a benchmark locally and remotely in a transparent manner
-* Single command to run
-
-## Architecture
-
-![Component diagram](figs/component-diagram.png){ height=80% }
-
-## Results
-
-![Sample plots, with timings
-censored](figs/remote-plots-presentation-censored.png){ width=90% }
-
-## Compatibility testing
-
-* Existing tests only test single version of client and server in lock step
-* Forward and backward compatibility
-* Multi-process testing
-
-# Benefits of the internship
-
-## To the company
-
-* Framework to use for benchmarking gateways
-  * Nicely integrated in IMC's build system
-  * Easy to use for new exchanges
-  * Easy to extend with new scenarios
-* Ground work on compatibility testing
-  * Peace of mind
-  * Ensure upgrades/downgrades happen smoothly
-  * Reduce downtimes due to failures
-
-## To me
-
-* Part of a good team & company
-* Learn about finance sector
-* Deal with new problems I had not encountered before
-
-# Conclusion
-
-## Challenges of the internship
-
-* Integration among pre-existing code
-* Working conditions due to COVID
-* Debugging asynchronous, multi-process systems
-
-## Further work
-
-* Integrate with in-house change-point detection
-* Integrate with packet sniffing setup
-* More exchanges & scenarios