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Tom Janvier

Data Scientist

Valaire, France

Curriculum vitae

Data Scientist in Valaire, France. Open to internships and graduate roles in data science and ML.

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Education

BSc Data Science

2023 - present

Aberystwyth University

  • Modules: Machine Learning, Algorithm Design and Data Structures, Graphs and Networks, Applied Statistics, Statistical Inference and Linear Models, Probability and Stochastic Processes, Linear Algebra.
  • Minor project: a Python pipeline (Biopython, Pandas, NumPy, SciPy) analysing stop codon usage across 202,388 bacterial genomes and 536M+ coding sequences from the AllTheBacteria database.
  • Identified GC content as the dominant driver of stop codon bias (r = -0.855 for TAA, r = 0.749 for TGA) and flagged Bradyrhizobium as a statistical outlier genus, independently replicating and extending published findings at 130x scale.
  • Mathematics Department Peer Guide, supporting fellow students.

French Baccalauréat (Science)

2023

Pontlevoy, France

  • A-level equivalent, awarded Mention Bien.
  • 18/20 in Mathematics, 16/20 in Physics.

Certifications

  • PSC1 (First Aid), emergency response and CPR, 2021.
  • BIA (Aeronautics Certificate), meteorology, navigation and flight safety, 2020.

Experience

Event Bartender

05/2026 - present

Tipi

  • Beverage service in a high-traffic festival environment, working efficiently under pressure during peak service.
  • Handled transactions and worked as part of a team to set up, stock and manage the bar throughout events.

Private Tutor

01/2022 - 01/2023

Mathematics and English

  • One-to-one tutoring tailored to individual student needs.
  • Developed communication, teaching and interpersonal skills.

Farm Assistant

2016 - present

Family grain farm

  • Seasonal arable operations: drilling, spraying and harvest, supporting timely completion of weather-dependent tasks.
  • Maintained and monitored machinery during critical planting and harvest windows.
  • Worked in a small team in a demanding, hands-on environment.

Volunteer, Student Welcome Team

2025

Aberystwyth University

  • Supported incoming students as part of the university welcome programme.

Skills

Programming Python, R, Java, C

Tools Biopython, Pandas, NumPy, SciPy, Matplotlib, Seaborn, Git, algorithms

Cloud and infrastructure AWS site hosting with custom domain and DNS; Linux VM administration on Oracle Cloud Infrastructure

Data ethics and governance Data privacy, responsible data handling, information security awareness

Languages

English Native. Educated in the English-medium UK university system.

French Native. Raised bilingual; full secondary education and Baccalauréat in the French system.

German Limited working proficiency.

Also

Outside the degree Basketball (10 years), tennis, stock markets and financial news, game design and interactive digital experiences.