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1jamesthompson1/README.md

My name is James and I am most interested in using computers to help build a better world with AI/ML technologies and also stopping AI/ML from making the world worse

Currently

I am currently a Master of AI student at Victoria University of Wellington.

Very interested in AI safey (technical alignment, malignment evaluation), as well as Reinforcement Learning (Neuroevolution is an amazing intersection), Large Language Models.

I am always keen to here about any ideas and projects that involve using Artifical Compute to make the world a better place.

CV

I techincally have a website (that I endeavour to write on more often!).

Recent projects

name description
TAIC engine Using LLMs and classical NLP methods to scrape and curate a database of identified; safety issues, recommendations etc from various national agencies transport investigations groups. This database is used for analysis as well as powering multiple smart tools used internally
Funded by the New Zealand Transport Accident Investigation Commission
Exploring Deep Reinforcement learning for Continuous Robotic control A project that involved exploring current SOTA methods for training agents to control robots in various simulated environments.
Completed as part of Master of AI
Getting a LLM to cheat at chess A study heavily inspired by reserach from Palisade research. Investigating the when and how various modern LLM cheat (replacing board, using chess engine, etc) when tasked with playing a game of chess.
Completed as part of Master of AI

Older projects

Some older projects for completeness sake. We can call this the legacy section

name description
Music school invoicing system A complete attendance management and invoicing system built for a Music school based in Wellington. Uses App script and the Google Workspace environment.
Work completed as a Contractor
Expanding a R statistic package that assists blind users Worked with Dr Godfrey developing the BrailleR package. Added support for audio visual exploration of graphs as well as supporting more graph types in the graph -> text pipeline
Completed as part of Summer Research Grant from Massey University (2022/23)

Exciting you finished the readme!

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  1. TAIC-engine TAIC-engine Public

    AI powered data pipeline to turn unstructured transport accident investigation reports into structured datasets for downstream applications

    Python 2

  2. AIML440_report AIML440_report Public

    Writeup of using Deep RL for continuous robotic control, including introduction of novel algorithm

    TeX

  3. AIML430_capstone AIML430_capstone Public

    Repo mirro: https://gitea.james-server.duckdns.org/james/AIML430_capstone - LLM cheating at Chess

    Python

  4. TAIC-smart-tools TAIC-smart-tools Public

    Webapp interface to various smart tools (chatbot, knolwedge search) that are built for TAIC

    Python