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Andreea Macarie


Last update: 24.11.2020

Data Analyst

Graduation: MPhys Physics | The University of Manchester | First
Hourly-/Daily rates: show
Languages: English (Native or Bilingual) | French (Elementary) | Italian (Elementary) | Romanian (Native or Bilingual)




About me

A machine learning enthusiast with experience in data analysis and artificial intelligence programming. Rigorousness, good communication and teamwork are some of the skills I am familiar with at the workplace. I am interested in innovative research and development projects designed to push the limits of technological performance and help solve complex real-life problems.

Programming skills

Programming Languages: Python / C++ / MATLAB
Machine Learning Libraries: Python libraries (NumPy, Pandas, Keras, SciKit-Learn, TensorFlow, Matplotlib, Seaborn)
Database: SQL/MYSQL / Oracle
Competences: Microsoft Office
Operating Systems: Linux / Windows

Project history

09/2019 - 06/2020
MPhys Project
The University of Manchester
• Develop a Machine Learning application using Convolutional Neural Networks to assess the quality of image registrations in adaptive radiotherapy for patients with head or neck cancer (in Python).
• Process Computed Tomography scans.
• Optimize model performance.

06/2019 - 08/2019
Summer Student
The University of Manchester
• Data analysis of events with Higgs boson using open source data produced at the LHC (in C++).
• Design identification criteria for the events produced by the Higgs boson decay at the LHC and isolate them from "background" events.

08/2018 - 09/2018
Summer Student
• Develop an application to simulate the trajectory of an electron in a non-uniform magnetic field (in Python).
• Connect the application to an electron detector in order to determine the energy of these particles

Time and spatial flexibility

Available for sponsored travel.

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