diff --git a/CV.Rmd b/CV.Rmd
index 63b7c87..bae52a4 100644
--- a/CV.Rmd
+++ b/CV.Rmd
@@ -78,21 +78,6 @@ skills %>%
 
 ```
 
-# Projects
-
-```{r PROJECTS}
-
-projects %>%
-  detailed_entries(
-    with = area,
-    what = accomplishment,
-    why = detail,
-    when = year,
-    where = where
-  )
-
-```
-
 # Awards and Certifications
 
 ## Certifications
@@ -110,3 +95,19 @@ certifications %>%
 
 ```
 
+
+# Projects
+
+```{r PROJECTS}
+
+projects %>%
+  detailed_entries(
+    with = area,
+    what = accomplishment,
+    why = detail,
+    when = year,
+    where = where
+  )
+
+```
+
diff --git a/Woon_Jun_Wei_Resume.pdf b/Woon_Jun_Wei_Resume.pdf
index cc07d93..59f52b0 100644
Binary files a/Woon_Jun_Wei_Resume.pdf and b/Woon_Jun_Wei_Resume.pdf differ
diff --git a/r/data.r b/r/data.r
index 66cb1e6..90aad78 100644
--- a/r/data.r
+++ b/r/data.r
@@ -40,23 +40,23 @@ certifications <- tribble(
     "JPMorgan Software Engineering Virtual Experience on Forage", "Used perspective data visualization software and Python to monitor stock price trends and create trading strategies.", "October 2022", "JPMorgan Chase & Co.", NA,
     "HackerRank", "SQL(BASIC)", "2022", "HackerRank", NA,
     "HackerRank", "PYTHON(BASIC)", "2022", "HackerRank",NA ,
-    "Taekwondo", "SINGAPORE TAEKWONDO FEDERATiON 3RD DAN BLACK BELT", "2019", "Singapore", NA,
-    "Taekwondo", "KUKKIWON 1ST DAN BLACK BELT", "2018", "Singapore", NA,
-    "Taekwondo", "NATIONAL COACH ACCREDIATION PROGRAM LEVEL 2(TECHNICAL)", "2017", "Singapore", NA
+    #"Taekwondo", "SINGAPORE TAEKWONDO FEDERATiON 3RD DAN BLACK BELT", "2019", "Singapore", NA,
+    #"Taekwondo", "KUKKIWON 1ST DAN BLACK BELT", "2018", "Singapore", NA,
+    #"Taekwondo", "NATIONAL COACH ACCREDIATION PROGRAM LEVEL 2(TECHNICAL)", "2017", "Singapore", NA
     
 )
 
 skills <- tribble(
     ~area, ~skills,
-    "Programming Languages", "PYTHON, C, JAVA, SQL, PHP, BASH, RUST, C#",
+    "Programming Languages", "PYTHON, C, R, JAVA, SQL, PHP, BASH, RUST, C#",
     "Cyber Security", "CRYPTOGRAPHY, BASIC REVERSE ENGINEERING, MALWARE ANALYSIS, TRAFFIC ANALYSIS",
-    "Markup Languages", "CSS, HTML, LaTeX, Markdown",
+    "Markup Languages", "CSS, HTML, LaTeX, MARKDOWN",
     "Data Interchange Formats", "CSV, JSON, XML",
     "Operating Systems", "GNU/LINUX, WiNDOWS, FREEBSD VARIENTS, FreeRTOS, ROBOT OPERATING SYSTEM (ROS)",
     "Version Control", "Git",
     # "Text Editors", "SQL SERVER MANAGEMENT STUDIO, VIM, VISUAL STUDIO, VISUAL STUDIO CODE, ECLIPSE",
-    "Microsoft Office", "Outlook, OneNote, PowerPoint, Word",
-    "Computer Hardware", "RASPBERRY Pi (3B, 4, Pico), 3D PRINTERS, CUSTOM PERSONAL COMPUTERS"
+    "Microsoft Office", "OUTLOOK, ONENOTE, POWERpOINT, WORD, EXCEL",
+    "IoT", "RASPBERRY PI, 3D PRINTERS, ESP32, ARDUINO, ROS"
 )
 
 honors <- tribble(
@@ -65,8 +65,9 @@ honors <- tribble(
 
 edu <- tribble(
     ~degree, ~startYear, ~endYear, ~inst, ~where, ~detail,
-    "BSC (HONS) COMPUTING SCIENCE", 2022, NA, "Singapore Institute of Technology", "Singapore", "Cumulative Grade Point Average: 4.72/5",
-    "BSC (HONS) COMPUTING SCIENCE", 2022, NA, "Singapore Institute of Technology", "Singapore", "StandCon CTF 2023 (Participant)",
+    "BSC (HONS) COMPUTING SCIENCE", 2022, NA, "Singapore Institute of Technology, University of Glasgow", "Singapore/Glasgow", "Cumulative Grade Point Average: 4.72/5",
+    "BSC (HONS) COMPUTING SCIENCE", 2022, NA, "Singapore Institute of Technology, University of Glasgow", "Singapore/Glasgow", "Code Olympics 2024 (Participant)",
+    "BSC (HONS) COMPUTING SCIENCE", 2022, NA, "Singapore Institute of Technology, University of Glasgow", "Singapore/Glasgow", "StandCon CTF 2023 (Participant)",
     "Diploma in Cyber Sercurity and Forensics", 2017, 2020, "Nanyang Polytechnic", "Singapore", "Cumulative Grade Point Average: 3.37/4",
     "Diploma in Cyber Sercurity and Forensics", 2017, 2020, "Nanyang Polytechnic", "Singapore", "Diploma Plus: Linux System Essentials",
     "Diploma in Cyber Sercurity and Forensics", 2017, 2020, "Nanyang Polytechnic", "Singapore", "NYP Taekwondo Club",
@@ -99,7 +100,9 @@ scholarships <- tribble(
 
 competitions <- tribble(
     ~ competition, ~ from, ~ year,
-    "StandCon CTF", "NoH4ts", 2023
+    "OSCTF", "OSCTF", 2024,
+    "Code Olympics", "Singapore Institute of Technology/University of Glasgow", 2024,
+    "StandCon CTF", "NoH4ts", 2023,
 )
 
 works <- tribble(