PORTFOLIO: VLADIMIR BYKOV, MD PhD

Data scientist &

front-end developer

my photo
cover image

  Hello! I am experienced data scientist with front-end developer skills. I will make sense out of your data, render information interactive for you and your clients and enable your business with data-driven solutions.

TECH

Python, SQL, R, AI, machine learning, statistics, HTML, CSS, JavaScript, API, mob-programming, pair-programming, Git, GitHub

OTHER PROJECTS
GUESS WHO GAME. Interactive game created with help of Javascript.>>
HTML5
CSS3
Javascript ES6
BUSINESS SITE. Business site of a diving company practicing form submission.>>
HTML5
CSS3
NEWS SITE. Practicing styling.>>
HTML5
CSS3
MY WEBSITE. Personal website.>>
HTML5
CSS3
DASHBOARD. Interactive dashboard reflecting changes in cellular metabolic spectrum under treatment.>>
Python
Streamlit
Pandas
Seaborn
Matplotlib
ONLINE NEWS. Supervised machine learning, prediction of news article popularity based on sentiment text analysis.>>
Python
Pandas
Seaborn
ANALYSIS OF INTERNATIONAL TERRORISM 1970-2016. Trends, means, operation styles and targets.>>
Python
Pandas
Seaborn
COVID-19: EPIDEMIOLOGICAL TRENDS. Webscraping epidemiological data in the early stage of pandemic.>>
Python
Pandas
Beautiful soup
CELL GROWTH CURVE ANALYSIS.Webapp for IncuCyte instrument.>>
R
R-Shiny
HTML5
CSS3
IC50 ESTIMATION.Webapp for cell growth suppression analysis.>>
R
R-Shiny
HTML5
CSS3

MY THOUGHTS ABOUT CODE

I believe that data analysis is moving towards the democratisation of the data, giving to the end user interactive power over the information. Visualization techniques responsive to the user input will provide interpretations of the different scenarions of the system/ model behaviour thus will enable more comprehensive data-driven decisions.

MORE THOUGHTS

The emergence of the new libraries, such as Streamlit in Python and R-Shiny in R gives to the developer toole to create basic interactive applications by translating code to Javascript. However these options are quite limited. On the other hand direct injection of Javascript into both other programming languages becoming feasible thus opening ways for interesting and synergistic interactions across language platforms.

SKILLS

    CODE
  • Python
  • SQL
  • R
  • HTML5
  • CSS3
  • Javascript ES6
  • Git
  • GitHub
    TOOLBOX
  • Pandas
  • Numpy
  • Seaborn
  • Matplotlib
  • Scikit-learn
  • Machine learning
  • Plotly
  • Streamlit
  • Chart.js
  • R-Shiny
  • Jupyter Notebook
  • VSC
  • Sublime text
  • PyCharm
  • Slack
  • LC-MS
  • Flow cytometry
    MORE
  • Project Lead
  • Strategy
  • Teaching
  • Supervision
  • Concept development
  • Drug development
  • Pharma company co-founder
  • Medicine
  • Epidemiology
  • Oncology
  • Analytical Chemistry
  • Toxicology
  • Molecular biology
    UPCOMING
  • React
  • Redux
  • Node.js

FOR MORE