diff --git a/content/contributors/gordon.md b/content/contributors/gordon.md
index 6adfeaa..3cc1d17 100644
--- a/content/contributors/gordon.md
+++ b/content/contributors/gordon.md
@@ -4,7 +4,7 @@ avatar: ../../../static/images/contributors/gordon.webp
 date: '2024-01-31T11:11:59.629762'
 links:
   - https://uk.linkedin.com/in/gordon-brown-7a14b458
-position: Principle Software Engineer
+position: Principal Software Engineer
 affiliation: Codeplay Software
 ---
 
diff --git a/content/projects/2024/2024-07-26-sygraph.md b/content/projects/2024/2024-07-26-sygraph.md
deleted file mode 100644
index 3a52da2..0000000
--- a/content/projects/2024/2024-07-26-sygraph.md
+++ /dev/null
@@ -1,15 +0,0 @@
----
-contributor: scott
-date: '2024-07-26T00:00:00'
-creation_date: '2024-04-08T15:15:14'
-license: MIT
-tags:
-  - graph
-  - parallel-compute
-  - hpc
-  - analysis
-title: SYgraph
-external_url: https://github.com/unisa-hpc/SYgraph
----
-
-An Heterogeneous Library for Graph Analytics on accelerator devices.
\ No newline at end of file
diff --git a/content/projects/2024/2024-12-16-graspa.md b/content/projects/2024/2024-12-16-graspa.md
new file mode 100644
index 0000000..7ff7ab5
--- /dev/null
+++ b/content/projects/2024/2024-12-16-graspa.md
@@ -0,0 +1,18 @@
+---
+contributor: scott
+date: '2024-12-16T11:18:00'
+creation_date: '2023-04-18T05:35:31'
+license: MIT
+tags:
+  - monte-carlo
+  - adsorption
+  - metal
+  - poros-materials
+  - simulation
+  - machine-learning
+title: 'gRASPA'
+external_url: https://github.com/snurr-group/gRASPA
+---
+
+gRASPA (pronounced “gee raspa”) is a GPU-accelerated Monte Carlo simulation software built for molecular adsorption in 
+nanoporous materials, such as zeolites and metal-organic frameworks (MOFs).
diff --git a/content/projects/2024/2024-12-16-parallel-computing-in-practice.md b/content/projects/2024/2024-12-16-parallel-computing-in-practice.md
new file mode 100644
index 0000000..fdf12be
--- /dev/null
+++ b/content/projects/2024/2024-12-16-parallel-computing-in-practice.md
@@ -0,0 +1,19 @@
+---
+contributor: scott
+date: '2024-12-16T11:18:00'
+creation_date: '2024-10-27T02:24:42'
+license: MIT
+tags:
+  - windows
+  - opencl
+  - openmp
+  - parallel-computing
+  - openapi
+  - sycl
+  - levelzero
+title: 'Parallel Computing in Practice'
+external_url: https://github.com/apinge/parallel_computing_in_practice
+---
+
+Examples of deploying and computing with SYCL, OpenCL, Level Zero and OpenMP on GPU devices for enhanced parallel 
+performance, primarily on the Windows platform.