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Resonance
ABOUT

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RESONANCE


PROVIDING SERVICES IN DATA SCIENCE

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See below for previous projects

   


 * TOPIC MODELING WITH LLMS TOP NEW
   
   Oct 27, 2024
   
   Introduction Public consultations are a cornerstone of policymaking,
   providing a platform for stakeholders to voice their opinions on critical
   issues. However, when these consultations include free-text fields, the sheer
   volume of responses can overwhelm even the most seasoned analysts. Government
   agencies routinely process hundreds of consulta... Read More
   
   #topic modeling#LLMs


 * CREATING MAPS OF OPPORTUNITY TOP NEW
   
   Oct 10, 2023
   
   Introduction Career Ready is a charity dedicated to helping young people in
   disadvantaged areas access internships and work opportunities. However, the
   organisation faced a challenge: how to allocate additional resources
   effectively. They needed to understand whether their current support was
   well-distributed across schools and if new schools sh... Read More
   
   #geospatial analysis#data visualisation
   


 * AGENT BASED MODEL TO CREATE LEGAL DOCUMENTS TOP NEW
   
   Apr 20, 2024
   
   As part of the Evidence House and No. 10 Downing Street Gen AI hackathon, our
   team of five was selected to tackle key challenges faced by government
   departments. We chose to focus on the creation of legislative text using LLMs
   (Large Language Models). The aim was to explore how AI could streamline
   drafting, formalizing, and proofreading legislat... Read More
   
   #LLMs#agents


 * CHARACTERISING EXTREME SPACE WEATHER EVENTS WITH NETWORK ANALYSIS TOP NEW
   
   Jun 10, 2023
   
   Introduction Extreme space weather events, such as geomagnetic storms, pose
   significant risks to our technological infrastructure, from satellite
   communications to power grids. My research explores a novel approach to
   predicting these extreme events by applying network analysis. Using signal
   processing and machine learning techniques, I aim to ... Read More
   
   #PhD


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