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Edward Pearce

Postgraduate Research Student

The University of Sheffield

Biography

I am a PhD student and tutorial demonstrator in the School of Mathematics and Statistics at The University of Sheffield. I study interactions between algebraic geometry and combinatorics, in particular understanding topological properties of orbifold Hilbert schemes via core and quotient partitions and G-constellations.

My broader academic interests include machine learning, its interplay with mathematics and statistics, and applications to data science. I have working experience in data analysis using Python, SQL, and mongoDB.

Interests

  • Mathematics and its Applications
  • Machine Learning and Statistics
  • Data science and visualization

Education

  • (Future) PhD in Mathematics, 2020

    The University of Sheffield

  • MMath in Mathematics, 2016

    University of Warwick

Skills

Teacher

I am a teacher and a communicator, explaining technical concepts to students of all backgrounds and ages. I have given lectures and seminars, and led tutorials and coding sessions, both professionally and as a volunteer.

Python user

I am proficient in Python and key packages which form the basis of the data scientist’s toolkit (pandas, scikit-learn, Tensorflow). I have completed projects involving web scraping, data analysis and interfacing with SQL and mongoDB.

Programmer

I solve problems using software tools, including version control (git), web development, database management, numerical programming (Matlab, Sage), and cloud computing (Collab, CoCalc).

Experience

 
 
 
 
 

Cancer Data Summer Intern

Health Data Insight, CIC

Jul 2019 – Sep 2019 Cambridge
Responsibilities include:

  • Using Python and SQL for data extraction, automating statistical tests, visualization
  • Building a framework to analyse synthetic datasets of patient tumour records
  • Presenting results to HDI board members and Public Health England stakeholders
  • Chairing Analysts East team meeting; organising social events (group meals, punting)
 
 
 
 
 

PhD Student (Full time)

The University of Sheffield

Oct 2016 – Present Sheffield
Taking charge of independent study and conducting research in mathematics as well as teaching foundational mathematics and programming skills to undergraduates, master’s students, and the general public, whilst at the same time developing my own interests in Chinese language and culture, data science and machine learning, and web development through evening classes, extracurricular reading, and personal projects.
 
 
 
 
 

Research Analyst

TAS Services Ltd

Jul 2016 – Sep 2016 Hong Kong
Responsibilities include:

  • Using Python for web scraping, data analysis and interfacing with SQL and mongoDB
  • Automating data comparison across multiple sources for accurate data management
  • Linking databases and preparing data for statistical modelling
  • Discovering a new culture through international work experience
 
 
 
 
 

Society President

Warwick Maths Society

Feb 2014 – Apr 2016 University of Warwick
Responsibilities and achievements include:

  • Elected twice to the executive committee, first as sponsorship officer, second as president.
  • Secured two new sponsors for the society, increasing sponsorship funds by 100%
  • Managing a team of 15 exec members, chairing meetings, and organising events of varying sizes for our 900-strong membership, including external trips, summer BBQ
  • Presenting at the Warwick Imperial undergraduate conference on my URSS project
  • Delivered a revision lecture on linear algebra to over 200 of my peers

Contact

  • J14b, Hicks Building, The University of Sheffield, Sheffield, S3 7RH, UK