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sjmabs/README.md

Hi, I'm Shaun

Tech Support Engineer · Rightcharge | MSc Computer Science (AI) · University of York

Python PowerShell AWS PostgreSQL HuggingFace SQL


About me

I'm a Tech Support Engineer at Rightcharge — a software platform that ensures drivers of electric work vehicles are fairly reimbursed for home charging energy costs. I work at the intersection of software, energy data, and customer-facing technical problem solving.

My background is in IT operations and automation, where I spent several years building Python and PowerShell tooling that significantly reduced helpdesk workload. I recently completed an MSc in Computer Science (AI) at the University of York, where my dissertation explored fine-tuning transformer language models for educational content generation.

I'm drawn to problems where automation, data, and practical engineering meet, and to roles where technical depth makes a real difference to users.


🎓 Featured project — curriculum-llm

Fine-tuning T5-small for GCSE maths question generation

My MSc dissertation investigated whether curriculum-specific fine-tuning of a small language model could produce educationally valid GCSE mathematics questions. Trained on fractions-of-an-amount problem sets and evaluated against a rubric of mathematical validity, curriculum alignment, and format correctness. Stack: Python · HuggingFace Transformers · T5-small · PyTorch


Skills & tools

Languages: Python · Javascript · PowerShell · SQL · Bash

AWS: S3 · DynamoDB · Cognito

Databases: PostgreSQL · DynamoDB

ML / Data: HuggingFace · pandas · PyTorch · scikit-learn

Domain: EV charging · Energy data · IT operations


Currently

📍 London, UK · 💼 Tech Support Engineer @ Rightcharge · ⚡ Working in the EV energy reimbursement space


Open to conversations about ML, automation, and EV tech.

Pinned Loading

  1. lostFPL lostFPL Public

    flask app which returns the cost of coming last in a Game Week of FPL - displays a table with amount owed and times last as well as overall rank of each player/team. Works for up to top 50 ranked p…

    Python 1

  2. React-Retailer React-Retailer Public

    An online retail site written using React

    JavaScript

  3. roombooking roombooking Public

    A full stack room booking web app built using Flask, SQLAlchemy and WTForms

    Python 1 1

  4. Face-Recognition Face-Recognition Public

    React front end that uses AI to detect faces in given images.

    JavaScript

  5. Face-Recognition-API Face-Recognition-API Public

    API for face recognition app

    JavaScript

  6. portfolio portfolio Public

    A Portfolio website created in React

    JavaScript