changes to projects

_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

_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
 ---

_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

_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

_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