My name is Alex (Oleksiy), I am a data scientist at ZS Associates (London), who tries to make this world slightly better. My full professional profile is available on LinkedIn and this is the best way to contact me.
Currently I am working in management consulting, serving clients in pharmaceutical and healthcare industries. It is an excellent opportunity to make an impact during the ongoing COVID-19 crisis.
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My constantly growing skill set includes:
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Programming Languages: Python (NumPy, pandas, Matplotlib, Seaborn, Scikit-Learn), R (Tidyverse, Tidymodels, Leaflet, Shiny, RMarkdown), SQL
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Statistical Modeling: Linear and logistic regressions, generalized linear models
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Machine Learning: Supervised Learning (DT, RF, SVM, XGBoost, etc), Unsupervised Learning (Hierarchical Clustering, k-means, DBSCAN), Dimensionality Reduction (PCA, t-SNE), Time Series (AR/MA, ARIMA, VAR), Deep Learning (ANN, CNN, RNN), Natural Language Processing (Sentiment Analysis, Topic Modeling, Name Entity Recognition, BERT)
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Big Data Tools and Platforms: Hadoop, Spark, GCP, AWS
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Deep Learning: Keras, TensorFlow, PyTorch
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AutoML Tools and Platforms: PyCaret, Prophet, DataRobot, Dataiku, Neptune
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Business Intelligence: Tableau, PowerBi
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Other: GitHub
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Publications:
- S. Heitmann, O. Anokhin: Developing an Interactive Dashboard: a Step-by-Step Guideline (2018)
- O. Anokhin: Where are Ukrainian brains “drained” to, and how? An analysis of LinkedIn data and a World Bank Group study on labor migration of Ukrainians in 2015-2018 (2019)
- O. Anokhin, A. Volov: Traffic Accidents, Routes, Fines: Big Data in the Transport Section (2020)
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent