FRsmall

+44 7413535033 - alexis.drakopoulos@gmail.com



Work Experience

Machine Learning Intern

Bentley Systems

July - November 2018

Technologies: Python, R, Machine Learning, Azure

  • Performed Time Series Data Analysis and used Statistical Learning as well as Classical Statistics in R.
  • Worked on Machine Learning algorithms, primarily for time series sensor data for industry clients.
  • Wrote over 25 R functions that performed tasks including exploratory analysis, plotting, imputing and forecasting and are being added to the company services, including formalizing documentation with compliance.

Research Assistant

Research Campus at Harwell

May - August 2017



Education

Mathematics & Physics BSc. Honors

University of Strathclyde

2014 - 2019

  • Mathematics
  • Calculus I, II, III
  • Differential Equations
  • Linear Algebra
  • Numerical Analysis
  • Complex Analysis
  • Classical & Bayesian Statistics
  • Applied Statistics
  • Physics
  • Classical Mechanics
  • Statistical Physics
  • Quantum Mechanics & Electromagnetism
  • Fluid Mechanics
  • Complex Analysis
  • Solid State Physics
  • Nano-Science

Thesis: Machine Learning Solutions for the 2-D Ising Model near criticality



Languages & Technologies

Python

1 year experience

  • Automation & Scripting experience including data mining an automated work-flows, including web-scraping.
  • Scientific Computing experience with NumPy, Pandas and a part of the SciPy community.
  • Understanding of program efficiency, and working with larger projects.
  • DataStructures and Algorithm implementations in Python.

R

2 years experience

  • Good amount of experience with Tidyverse packages and Data Wrangling.
  • Use R Daily at Work, at University and for personal projects.
  • Strong experience with time-series analysis for exploratory analysis, anomaly detection, imputing, and forecasting.

Technologies

  • Experience with Amazon Web Services (AWS) products including EC2, S3, CF and some Azure.
  • Fair knowledge of LaTex used for writing Thesis, personal Projects and Documentation.
  • Beginner knowledge in SQL, and working with databases, and unix command line experience.