Hello! 👋

I'm Aran Truslove

Software Engineer (Machine Learning)

About Me

I am a Cambridge and Imperial ML/Physics graduate with a strong interest in entrepreneurship. After becoming frustrated with the lack of software solutions available for revision planning, I taught myself full-stack web development and built qSchedule. The platform has saved me countless hours and enabled me to achieve a high distinction in my recent masters. I am open to exploring opportunities in B2B SaaS, with a particular interest in using AI to streamline laborious processes.

Python JavaScript React Supabase Docker AWS PyTorch

Projects

01

qSchedule

Create a personalised revision schedule in minutes rather than days. Adapts to your exam dates, availabilities and subjects/topics.

ReactSupabaseLLMs
02

LoRA fine-tuning of the Qwen2.5-Instruct LLM

Applied LoRA (Low-Rank Adaptation) to the Qwen2.5-Instruct LLM for forecasting time-series predator-prey systems.

PyTorchTransformersHPC
03

ML to accelerate laser-driven ion beam diagnostics

Trained a convolutional neural network on a synthetic dataset. Achieved sub-10 ms inference times with an average prediction error of 8%.

TensorFlowDockerAWS

Experience

Data & Technology Intern

Forensic Risk Alliance

Sep 2024
  • Used SQL joins and CTEs to determine the calibrated balances of an insolvent crypto firm
  • Devised a de-duplication algorithm for a list of financial transactions, saving 100+ hours

ML Researcher

Imperial College London

Jul 2024 - Aug 2024
  • Engineered Python-based simulations for laser-driven ion beam interactions
  • Designed and trained CNNs on large-scale synthetic datasets
  • Deployed BDSIM, a state-of-the-art beamline simulator on HPC clusters

Data Analyst

SystemActive

Sep 2023
  • Worked with company directors in incorporate Endole BI software
  • Developed an AI Excel plug-in to rapidly filter thousands of companies
  • Used Pandas to categorise over 300K UK educational institutions

M&A Research Analyst

EMC Corporate Finance

Aug 2023
  • Performed research on 1000+ companies to identify corporate acquirers

Accounting Intern

Clarkson Hyde

Aug 2023
  • Performed an review of share transfer activities, pinpointing discrepancies
  • Conducted reconcilation by matching internal financial records with bank statements

Education

MPhil Data Intensive Science

University of Cambridge

2024 - 2025
  • Graduated with Distinction (79%)
  • Dissertation: Federated learning with class imbalances
  • Specialised in Deep Learning and Bayesian Statistics

BSc Physics

Imperial College London

2021 - 2024
  • Graduated with First-Class Honours (73%)
  • Dissertation: ML-guided diagnostics for laser-driven ion beams
  • Specialized in Data Science and Machine Learning

Volunteering

Treasurer

Imperial College London RAG (Raising and Giving)

Oct 2022 - Sep 2023
  • Played a leading role in revitalising the society post-COVID
  • Helped drive the society from £500 to £9000+ in donations within a year
  • Organised two club nights, collaborating with 10+ sports societies and the SU

Tutor the Nation

A-Level Maths Tutor

Oct 2022 - May 2023