I'm a Data Analyst with 3+ years of experience in data-driven research. Passionate about analyzing data to answer complex questions and always looking for challenging projects to continue learning and growing.
๐งฌ Author of scientific reports on DNA's 3D structure. The following papers demonstrate how we characterize DNA's 3D structure applying network science and statistical analysis tools
- Mapping the semi-nested community structure of 3D chromosome contact networks (June 2023, PLOS Computational Biology) || Github
- Mapping robust multiscale communities in chromosome contact networks (August 2023, Scientific Reports)
- Exploring 3D community inconsistency in human chromosome contact networks (August 2023, Journal of Physics: Complexity)
I also have a diverse background in physics, chemistry, and biology, with experience in various roles:
๐ฌ Built an experimental laser setup to study electronic properties of semiconductors
๐งช Worked as a laboratory chemist, performing quality control and issuing quality certificates in various factories
๐ฎ Created 2D images and animations for the gaming industry
๐จ Freelance project manager, representing two artists on a freelance platform, searching for clients and managing projects from concept to final product
๐Neural Network and Deep Learning
๐Deep Learning with Tensorflow
๐Mathematical analysis
This folder contains four projects:
- Central Limit Theorem;
- Find global min of a function;
- Find min of a function;
- Fit an n-degree polynomial to the function.
๐Numerical data analysis
Topics:
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Linear models:
a) Least squares for linear regression;
b) Linear classification using sklearn;
c) Linear regression using sklearn;
d) normal equation for linear regression;
e) stochastic gradient descent -
Cross-validation strategies: