
Thomas Rix
Student Virologist

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About me
PhD student at Imperial College London, Bioinformatics and Data Science
Education

University of Surrey
2016 - 2020Bachelor of Science - BS Biomedical Sciences, General FirstFinal Year Modules: Intro to Mathematical Biology with stability analysis in MATLAB, Systems Biology, Epidemiology, Microbiology, Immunology and Haematology, and Carcinogenesis.Dissertation: "Genome-Wide Association Study (GWAS) on Renal Function in Participants of Italian Ancestry" Implementing a GWAS pipeline using R and PLINK.

Imperial College London
2021 - 2022MSc Bioinformatics and Theoretical Systems Biology Biomathematics, Bioinformatics, and Computational Biology Distinction(i). Bioinformatic project: "CNN transfer learning to investigate stereotyped postures in Drosophila melanogaster"Computer vision: object detection, registration, segmentation. DeepLabCut for markerless pose estimation, VGG16 transfer learning with Keras, UMAP dimensionality reduction and HDBSCAN clustering analysis. (ii). Data Analysis project:"Variational autoencoder based learning of low-dimensional latent spaces to characterize C. elegans phenotypes"Image… Show more (i). Bioinformatic project: "CNN transfer learning to investigate stereotyped postures in Drosophila melanogaster"Computer vision: object detection, registration, segmentation. DeepLabCut for markerless pose estimation, VGG16 transfer learning with Keras, UMAP dimensionality reduction and HDBSCAN clustering analysis. (ii). Data Analysis project:"Variational autoencoder based learning of low-dimensional latent spaces to characterize C. elegans phenotypes"Image analysis in Python using unsupervised approaches with PyTorch and Scikit-Learn & web development. (iii). Computing project: "A potential prognostic gene signature for neuroblastoma associated with p53-dependent NTRK1 activation and increased patient survival"Differential gene expression analysis in R using statistical analysis, survival analysis, pathway analysis and random survival forests. Modules: Bioinformatics and Systems Biology 1 & 2, Computing, Mathematical and Statistical Inference. Show less
Experience

The Pirbright Institute
Sept 2018 - Sept 2019Student VirologistEmployed molecular, cellular, and virology experimental techniques in Dalan Bailey's Viral glycoprotein group, to investigate viral glycoprotein host interactions for a group of negative-sense RNA viruses (Measles, Respiratory syncytial virus, Ebola and VSV). Publications:• Kelly, J.T.; Human, S.; Alderman, J.; Jobe, F.; Logan, L.; Rix, T.; Gonçalves-Carneiro, D.; Leung, C.; Thakur, N.; Birch, J.; Bailey, D. BST2/Tetherin Overexpression Modulates Morbillivirus Glycoprotein Production to Inhibit Cell–Cell Fusion. Viruses 2019, 11, 692.Conferences: • Microbiology Society Annual Conference, Belfast April 2019. Poster presented: "Elucidating Conserved Interactions Between Viral Glycoproteins and Cellular Factors" Show less

MGS Laboratories Ltd
Mar 2021 - Sept 2021MicrobiologistWorked in a microbiological contract testing laboratory primarily testing disinfectants according to CEN standard methods.

Dunad Therapeutics
Nov 2022 - Sept 2023Machine Learning Intern
Imperial College London
Sept 2023 - nowPHD StudentIntegration and coverage estimation of multi-assay inter-lab metabolomic datasets. Part of the HUMAN Doctoral Network
Licenses & Certifications
- View certificate

Mathematics for Machine Learning: Multivariate Calculus
CourseraOct 2020 - View certificate

Introduction to Bioconductor in R
DataCamp - View certificate

Introduction to Data Engineering
DataCampOct 2022 - View certificate

RNA-Seq with Bioconductor in R
DataCamp - View certificate

Introduction to Machine Learning
CourseraMay 2021 - View certificate

Introduction to Bash Scripting
DataCamp - View certificate

Mathematics for Machine Learning: Linear Algebra
CourseraAug 2020 - View certificate

Machine Learning for Time Series Data in Python
DataCamp - View certificate

Software Engineering for Data Scientists in Python
DataCamp - View certificate

Introduction to shell
DataCamp
Honors & Awards
- Awarded to Thomas RixBiochemistry Founder’s Prize - Apr 2019 Awarded £150 for a combination of excellence in biochemistryand written exposition in second-year modules in practical biochemistry
- Awarded to Thomas RixGordon Hartman Prize - Apr 2018 Awarded £45 to the four students achieving the highest aggregatemarks across the first-year biosciences cohort.
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