62 lines
3.9 KiB
TeX
62 lines
3.9 KiB
TeX
\cvsect{Experience}
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\begin{entrylist}
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\entry
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{Academic\,Year 2023/24}
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{Final Year Project, AI Applications in Lagrangian Physics}
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{University of Bath}
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{My project focused on incorporating Lagrangian Mechanics into physics-informed neural networks. My key contributions include,
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\begin{itemize}[itemsep=-2pt,topsep=3pt]
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\item Writing the core physics procedures in JAX to improve correctness and to allow for their use in loss functions and reducing runtimes by $10^4$.
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\item Creating and optimising physics informed loss functions for speed and utility in training.
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\end{itemize}
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The completed report can be found \href{https://files.joshuacoles.me/final-year-report.pdf}{\underline{here}}.
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\\
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\kwdlst{JAX, Neural Networks, Loss functions, Numpy, Flax, Tensorflow, Python}}
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\entry
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{Summer 2023}
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{Developer}
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{Amphora}
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{I lead efforts exploring the feasibility and application of AI based features in the main product.
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\begin{itemize}[itemsep=-2pt,topsep=3pt]
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\item Implementing vector based search and retrieval-augmented generation into the application in a non-intrusive manner.
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\item Presenting work to customers and facilitating input on direction and feature fit.
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\end{itemize}
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\kwdlst{Langchain, Weaviate, Python}}
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\entry
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{2022 -- 2023\\{\footnotesize{part time}} \\\\2021 -- 2022\\\footnotesize{placement year}}
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{Software Developer}
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{Office for National Statistics}
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{For my placement I joined a team working on 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. Key contributions include,
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\begin{itemize}[itemsep=-2.5pt,topsep=3pt]
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\item Taking a leading role as release manager for the product and was heavily involved in requirements gathering for the new features.
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\item Developing tools for debugging and observability in sensitive production environments.
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\item Restructuring a core service to decrease code duplication and increase test \& type coverage.
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\item Designing solution architectures for future project development.
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\end{itemize}
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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 business side of the organisation on the direction of the project.\\
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\kwdlst{React, Express, Jest, Cypress, Redis, SQL, Postgres, HBase, Cloudera, Jenkins, Docker, Typescript, JavaScript, Linux, Microservices, Agile, Scrum}}
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\entry
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{2017 -- 2021\\\footnotesize{Holidays \& Part time}}
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{Software Developer}
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{Amphora}
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{I focused on independent exploration and investigation of new technologies.
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\begin{itemize}[itemsep=-2pt,topsep=3pt]
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\item Implementing and maintaining SAML based customer access mechanism for confidential documentation.
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\item Designing subscription management product using Wordpress as a Headless CMS for presentation under multiple service offering.
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\end{itemize}
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\kwdlst{SAML, Groovy, Java, Ruby on Rails, Ruby}}
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\entry
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{2011 — present}
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{Ongoing Personal Projects}
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{}
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{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, giving me experience running services across a range of computers. Key components include
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\begin{itemize}[itemsep=-2pt,topsep=3pt]
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\item Self hosted Gitea and CI/CD for development.
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\item Centralised authentication.
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\item Centralised database for cross-domain analytics.
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\end{itemize}
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A history of these is available on my \href{https://github.com/joshuacoles}{\underline{GitHub}} or \href{https://git.joshuacoles.me/explore/repos}{\underline{personal Gitea}}, along with this CV and associated CI/CD pipeline.
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\\\kwdlst{Rust, CI/CD, Postgres, Caddy, Docker, System administration of internet connected servers}}
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\end{entrylist}
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