_DIABETES APP
AI-Based System for Personalized Insulin Dose Recommendations.The system uses data collected from individuals in a structured format to accurately predict the most appropriate insulin doses based on their individual factors, including external factors such as weather or physical activity, providing an alternative to the traditional calculation method.
The Finance App makes managing personal funds easy. It tracks spending, investments, and repayments over a chosen period and automatically categorizes expenses using keywords. Users can upload bank statements, extend their database, and edit categories.
Details coming soon!
The 'RGB-twin' is an abstract art data visualisation that takes an image and extracts its RGB channels to create a 3D representation using Python.
ABOUT ME
Hi, I am Sasha, a professional with expertise in Python, specializing in data preprocessing, analysis, visualization, and building data applications currently based in Berlin, Germany.
My journey started in architecture where I learned to work with environmental, topography, climate, and traffic data for site analysis and dimensional, manufacturing, and cost data for Building Information Modelling (BIM). I then founded my own business in design, focusing on lower scale projects. This is where I gained my first experience in coding by building my own website and working with customer data for marketing and SEO.
My passion is to create well structured logical systems - whether it be a building, a chair or a data app. I'm always looking for ways to use data to make better decisions and solve problems. I'm constantly learning and expanding my skillset, and I'm always looking for new challenges.
Please see below a visualisation of my skills and experience >>>
DATA PREPROCESSING
Cleaning, transforming, and consolidating data from multiple sources with Pandas library in Python.
DATA ANALYSIS
Descriptive data analysis using Matplotlib and Seaborn libraries in Python. Predictive data analysis using both supervised and unsupervised machine learning algorithms with Scikit-learn.
DATA VISUALISATION
Data visualisation with Matplotlib and Seaborn libraries in Python. Interactive data dashboards using Holoviz Panel.
Get in touch at sashafefelova.data@gmail.com
Available in Berlin, Germany or remote
© 2023 Sasha Fefelova