Paula Roberts
[TAKEN]AI-Powered Personal Finance Tracker
Develop an accessible, bank-independent personal finance tracker which incorporates technologies such as FinBERT NLP for expense categorisation, OCR to extract relevant data from receipts and ML modelling for budgeting.
Electrification of Household Heating
Build and evaluate an electrical household heating system to help minimise human environmental impact and help to reduce climate change. MATLAB-Simulink-Challenge-Project-Hub/projects/Electrification of Household Heating at main · mathworks/MATLAB-Simulink-Challenge-Project-Hub · GitHub
[TAKEN]Battery Fast Charging Optimisation
Optimise lithium-ion battery charging strategies while preserving longevity and safety. MATLAB-Simulink-Challenge-Project-Hub/projects/Battery Fast Charging Optimization at main · mathworks/MATLAB-Simulink-Challenge-Project-Hub · GitHub
[TAKEN]Micro-Investment and Round-Up Savings Platform
Develop a Round-up app which automatically rounds-up your purchases and invests the money.
[TAKEN]Individual Carbon Footprint Tracker
Develop a sustainability platform where individuals can track and offset their carbon footprint
[TAKEN]Intrusion Detection System
Development of an Intrusion Detection System for wearable devices using Federation Learning
[TAKEN]AI-Powered Credit Scoring for the Unbanked
Develop an alternative credit scoring system that evaluates creditworthiness for individuals without traditional credit history using alternative data signals such as utility bill payment regularity, mobile phone top-up patterns, social network trust analysis.
Project Supervision
I am happy to supervise projects in the following areas: Practical Applications of Management Science, Urban Privacy, Supply Chain Optimisation, Gendered Technology