Mathew Rajath Thomson
Machine Learning Engineer @Omdena
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WORK HISTORY
Machine Learning Engineer @Omdena
London, GB
Developed a Seasonal Autoregressive Integrated Moving Average (SARIMA) model to analyse lagged effects of rainfall on dengue incidence, incorporating insights from COVID-19 and flooding events. • Analyzed dengue trends per population, revealing correlations with urbanization and seasonal patterns. • Developed spatial animations highlighting high-incidence areas in Colombo and nearby districts. • Created Python and Matplotlib visualizations that provided key insights, driving model development and enabling smooth handoff for further application deployment by other team members. • Designed mental health surveys via Google Forms to assess Gen Z’s digital habits and mental health challenges • Developed synthetic data to expedite the project timeline when questionnaire response rates were low and delayed. • Collaborated on developing a mental health support chatbot using TensorFlow and NLP, integrating document processing tools and custom embeddings with AutoModel and AutoTokenizer, stored in Chroma for improved information retrieval.
EDUCATION
University of Hull
Master of Science - MS, Artificial Intelligence and Data Science
FORE School of Management, New Delhi
Master of Business Administration (MBA), International Business
College of Engineering Trivandrum
Bachelor of Technology (BTech), Computer Science
SKILLS
ABOUT MATHEW RAJATH THOMSON
With an MSc in Artificial Intelligence and Data Science from the University of Hull, I…
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