diff --git a/_data-science/cdc2019.md b/_data-science/cdc2019.md
index b151e2761492..0f988e300e0d 100644
--- a/_data-science/cdc2019.md
+++ b/_data-science/cdc2019.md
@@ -1,7 +1,7 @@
 ---
 layout: page
 title: Machine Learning for Cyber Security
-description: Research Project
+description: Research Project where I developed a new supervised learning algorithm to detect cybersecurity threats
 img: /assets/img/ifg_cdc.png
 importance: 3
 category: machine learning
diff --git a/_data-science/emissions.md b/_data-science/emissions.md
index 70b5b49a7380..09260be24059 100644
--- a/_data-science/emissions.md
+++ b/_data-science/emissions.md
@@ -1,9 +1,9 @@
 ---
 layout: page
 title: Environmental Footprint Calculator
-description:
+description: I used Databutton and Streamlit to build a footprint calculator for residential users
 img: /assets/img/footprint.jpeg
 redirect: https://databutton.com/v/gotqgif3
 importance: 1
-category: interactive visualization
+category: data visualization
 ---
diff --git a/_data-science/inflation.md b/_data-science/inflation.md
index 0db483aee6c4..83ce8ca08bf1 100644
--- a/_data-science/inflation.md
+++ b/_data-science/inflation.md
@@ -1,7 +1,7 @@
 ---
 layout: page
 title: Visualizing Inflation in the U.S.
-description: Class project
+description: My team and I developed an interactive visualization using Python and Altair to let users explore inflation patterns
 img: /assets/img/inflation.jpg
 redirect: https://shruti-misra.github.io/inflation_viz/
 importance: 1
diff --git a/_data-science/interpretableai_dectrees.md b/_data-science/interpretableai_dectrees.md
index 9c7fe2d977b3..93b6c746998f 100644
--- a/_data-science/interpretableai_dectrees.md
+++ b/_data-science/interpretableai_dectrees.md
@@ -1,6 +1,6 @@
 ---
 layout: page
-title: Interpretable AI-Logistic Regression
+title: Interpretable AI-Decision Trees
 description:
 img: /assets/img/interpret_ai_lr.png
 redirect: https://medium.com/@shrutimisra/interpretable-ai-decision-trees-f9698e94ef9b
diff --git a/_data-science/mental_health.md b/_data-science/mental_health.md
index 4eeee5fe0a6b..6085e708b930 100644
--- a/_data-science/mental_health.md
+++ b/_data-science/mental_health.md
@@ -1,7 +1,7 @@
 ---
 layout: page
 title: Mental Health Professionals Shortage in the U.S
-description: Part of market research for Valorant Health
+description: I developed a visualization showcasing a shortage of mental health professionals as a marketing tool for Valorant Health
 img: /assets/img/mentalHealth.jpg
 redirect: https://public.tableau.com/app/profile/shruti.misra/viz/MentalHealthProfessionalsShortageintheU_S/Dashboard1
 importance: 1
diff --git a/_pages/cv.md b/_pages/cv.md
deleted file mode 100644
index e6f2d5960fbf..000000000000
--- a/_pages/cv.md
+++ /dev/null
@@ -1,8 +0,0 @@
----
-layout: default
-permalink: /resume/
-title: cv
-nav: true
-order: 5
-redirect_to: /assets/pdf/ShrutiMisra_General.pdf
----
diff --git a/assets/img/footprint.jpeg b/assets/img/footprint.jpeg
new file mode 100644
index 000000000000..4f60a7702948
Binary files /dev/null and b/assets/img/footprint.jpeg differ