Advanced
SERHII L.
Senior Data Scientist
- Ukraine
● Developing API endpoints to get statistical data about engineer's performance.
● Analyzing data from different sources to calculate statistical data.
● Developing matching algorithm based on NLP techniques to match data items from different sources (e.g. GitHub commits - Jira tasks).
● Developing anomaly detection algorithm to track anomalies in the data.
● Developing time series model to predict indicators for engineers.
● Developing chat bot based on LLMs using LangChain and Snowflake.
● Analyzing transactions of crypto projects on the Binance Smart Chain to create network graphs and deanonymize all
participants.
● Simulating transactions on DEXes for stabilizing stablecoin.
● Simulating trading bot operations to increase the reserve of algorithmic stablecoin.
● Creating an instrument to analyze transactions on EVM-compatible blockchains using Streamlit/Flask
● Creating a model to classify text inside of pdf files using BERT models.
● Creating scripts to detect phishing activities on different blockchains.
● Development and implementation of an automated scaping algorithm to extract commodity prices from multiple websites.
● Determining the success factors of outlets and building scoring models for outlets using logistic regression.
● Determination of the optimal product matrix of goods within the outlet applying association rules.
● Microclimate optimization in poultry farming and development of web-application in streamlit.
● Applying natural language processing model to classify product names.
● Visualization of microclimate parameters for all cultivation farms using Power BI
● Deep qualitative and quantitative analysis of blockchain projects: Litecoin, Basic Attention Token, Dogecoin, Steem,
Decred, Binance, etc.
● Evaluation of assigned projects: market opportunity, ecosystem development, token economy, token performance, core team, underlying technology, roadmap. The building of evaluation models for cryptocurrencies. Preparation of reports.
● My in-depth knowledge of financial economics and blockchain technology allowed me to make a valuable
contribution to the launch of the "SIMETRI" product.
● Preparation of a database to conduct the analysis of ICOs. SCAM check.
● Evaluation of ICOs: business model, roadmap, token economics, team and community, the legal part, technology.
● Preparation of investment reports.
● Collection of macroeconomic data for subsequent modeling.
● Data preprocessing and hypothesis testing.
● Probability of Default Rate modeling for banks in R using a regression model.
● Data visualization in Excel and R.
● Advising clients on the implementation of the developed model.
● Building a scoring model using a logistic model.