Hello, my name is

Mattheus Lim

Python + AI = 🚀

Senior Data Scientist / AI Engineer at Jellyfish UK. Passionate about AI Agents, Data Science, Automation, and Full-Stack Development.

Mattheus Lim - Profile Photo

About Me

Senior Data Scientist / AI Engineer at Jellyfish UK. Passionate about AI Agents, Data Science, Automation, and Full-Stack Development.

I'm passionate about leveraging data and technology to solve complex business problems. My background in statistics and experience in data science allows me to bring a unique perspective to software development.

Skills & Technologies

Coding Languages

PythonRSQLJavaScriptTypeScriptReactNext.js

Data Science

AI AgentsLLMsNLPObject DetectionMachine LearningStatistical Analysis

Experience

Senior Data Scientist / AI EngineerVisit Jellyfish UK website

Oct 2022 - present

London, UK

Jellyfish UK is a leading AI-powered marketing agency

Education

MSc Business Analytics / Data Science (Distinction)Visit Bayes Business School website

2021 - 2022

Specialized in advanced analytics and machine learning applications in business

  • •

    Applied Research Project with Rolls-Royce to optimise existing speech assistive software for MND patients utilising Stanza NLP pipelines and pre-trained dialog models from Facebook (Meta) ParlAI Python framework

  • •

    Ranked #1 in Network Analytics Project on “Regulatory Impact on Ethereum Ecosystem”; selected out of 60 students to contribute to a research paper about “Role of Regulation on Cryptocurrency Markets”

  • •

    Machine Learning, Deep Learning, Data Visualisation, Applied NLP, Data Management Systems (Python, R, SQL)

Projects

Customer Segmentation through Machine Learning

Customer Segmentation through Machine Learning

Customer segmentation using K-Means clustering on customer dataset in R.

RMachine LearningK-MeansData Analysis
Insurance Claim Fraud Detection

Insurance Claim Fraud Detection

Autoencoder anomaly detection of fraudulent insurance claims using TensorFlow.

PythonTensorFlowMachine LearningAnomaly Detection
Time Series prediction with RNN and CNN

Time Series prediction with RNN and CNN

Developed Recurrent and Convolutional Neural Networks in TensorFlow to predict the operating mode of a wind turbine based on 2 time series data from sensors.

PythonTensorFlowRNNCNNTime Series
Impact of China cryptocurrency ban on Ethereum ecosystem

Impact of China cryptocurrency ban on Ethereum ecosystem

Analysed Decentralised Application (DApp) and whales' activities through exploring the network of Ethereum transactions before and after the China crypto ban.

PythonData AnalysisBlockchainNetwork Analysis
Elon Musk's influence on DogeCoin

Elon Musk's influence on DogeCoin

Identified whether Elon Musk's DogeCoin tweets influences the cryptocurrency's price.

PythonData AnalysisTwitter APICryptocurrency
Effect of Covid-19 on UK business foundation

Effect of Covid-19 on UK business foundation

Elucidated the impact of the Covid-19 pandemic on UK firms and sectors through EDA and visualizations.

PythonData AnalysisEDAVisualization
Machine Learning Shiny App

Machine Learning Shiny App

An interactive web app that predicts the winner of a League of Legends match through Decision Tree and Random Forest models.

RShinyMachine LearningDecision TreesRandom Forest
What makes TikTok videos popular?

What makes TikTok videos popular?

Demystified TikTok's popularity through EDA and visualisations.

PythonData AnalysisEDAVisualization