Stash

cv2.typ

@@ -123,8 +123,104 @@
   ]
 )
 
-// Continue with other entries...
+#entry(
-// Education section would follow similar pattern
+  "Final Year",
+  "Dissertation Project, AI Applications in Lagrangian Physics",
+  "University of Bath",
+  [
+    My dissertation focused on incorporating Lagrangian Mechanics into physics-informed neural networks. My key contributions include,
+    - Creating and optimising the core physics procedures in JAX to improve correctness compared to legacy implementations; allow for their use in loss functions; and reducing runtimes by a factor of $10^4$.
+    - Researching, designing, and validating training methods.
+    
+    The completed report can be found #link("https://files.joshuacoles.me/final-year-report.pdf")[here].
+    
+    #text(font: "Courier")[JAX / Neural Networks / Machine Learning / AI / Numpy / Flax / Tensorflow / Keras / Python]
+  ]
+)
+
+#entry(
+  "Summer 2023",
+  "Software Developer",
+  "Better Conversations Foundation & Amphora",
+  [
+    I lead efforts exploring the feasibility and application of AI based features in the main product.
+    - Integrating vector based search and retrieval-augmented generation into the application in a non-intrusive manner.
+    - Presenting work to customers and facilitating input on direction and feature fit.
+    
+    Once I completed my work with Amphora, I moved to work at a connected non-profit, Better Conversations Foundation as their primary developer.
+    - Implementing the e-commerce and scheduling systems for managing cohorts and staff.
+    - Prototyping real-time coaching flight-plans to allow coordination between Facilitators as sessions progress
+    
+    #text(font: "Courier")[Ruby on Rails / Stripe / Langchain / Vector Databases / Python]
+  ]
+)
+
+#entry(
+  "2022 -- 2023\n#text(size: 0.8em)[part time aside studies]\n\n2021 -- 2022\n#text(size: 0.8em)[placement year]",
+  "Software Developer",
+  "Office for National Statistics",
+  [
+    I joined a team working designing and developing software for processing the results of the 2021 Census. After the end of my placement I was kept on to assist with the next phase of product development and solution design. In this role I worked with sensitive data from the Census in isolated production environments and thus obtained SC clearance. Key contributions include,
+    - Taking a leading role as release manager for the product and was heavily involved in requirements gathering for the new features.
+    - Developing tools for debugging and observability in sensitive production environments, greatly increasing the our ability to diagnose production issues quickly.
+    - Designing architectures for the next stage of the project to address additional business needs.
+    
+    This role gave me an appreciation for how the interpersonal aspects of successful team are crucial for the overall success of a project. This was especially important when interfacing with the wider organisation on the direction of the project.
+    
+    #text(font: "Courier")[React / Redux / Express / Jest / Cypress / Redis / SQL / Postgres / HBase / Scala / Cloudera / Jenkins / Docker / Typescript / JavaScript / Linux / Microservices / Agile / Scrum]
+  ]
+)
+
+#entry(
+  "2017 -- 2021\n#text(size: 0.8em)[Holidays & Part time]",
+  "Software Developer",
+  "Amphora",
+  [
+    I worked independently to explore and investigate new technologies including,
+    - Creating and maintaining SAML based customer access mechanism for confidential documentation.
+    - Designing subscription management product using Wordpress as a Headless CMS for presentation under multiple service offering.
+    
+    #text(font: "Courier")[SAML / Groovy / Java / Ruby on Rails / Ruby]
+  ]
+)
+
+#entry(
+  "2011 — present",
+  "Ongoing Personal Projects",
+  "",
+  [
+    My latest personal projects are focused on data analysis on different aspects of my life. This is done with a strong focus on self-hosting and privacy. Recent work includes:
+    - AI based techniques for recipe extraction.
+    - Database and platform for cross-domain analytics in my life.
+    - ETL pipelines focused on breaking down data-silos.
+    - Hosted across multiple servers with live monitoring and log and metrics aggregation.
+    
+    A history of these is available on my #link("https://github.com/joshuacoles")[GitHub] or #link("https://git.joshuacoles.me/explore/repos")[personal Gitea], along with this #link("https://git.joshuacoles.me/joshuacoles/cv")[CV and build process].
+    
+    #text(font: "Courier")[Rust / Python / ETL / CI/CD / Github actions / Postgres / Caddy / Docker / Prometheus / Grafana / System administration]
+  ]
+)
+
+// Education section
+#cvsect("Education")
+
+#entry(
+  "",
+  "MSc Mathematics and Physics (Hons) (Sandwich)",
+  "University of Bath",
+  [1st Class Honours. Placement with the ONS between academic years 2 and 3.]
+)
+
+#entry(
+  "",
+  "Prior Qualifications",
+  "Reading Blue Coat School",
+  [
+    4 A Levels: A\* Maths, A Further Maths, A Physics, A Chemistry
+    
+    GCSEs: 1 A\* with distinction, 8 A\*s, 2 A's, 1 B. Including A\* with distinction in Further Maths, A\*s in Maths, Sciences, English and Computing.
+  ]
+)
 
 // Additional sections at bottom
 #grid(