Krystian Safjan's Projects
A FIFO accounting calculator
Scanning and splitting photo albums easily
algorithmic trading backtest and optimization examples using order book imbalances. (bitcoin, cryptocurrency, bitmex, binance futures, market making)
Constructed a portfolio with advanced optimization techniques conducting Alpha Research and Factor Modeling to evaluate the performance of my alpha factors to pick the best ones for my portfolio.
Source code for some Anki add-ons
Collection of awesome projects and documents related to conventional comiits
How to upload and download blobs from Azure Blob Storage with Python
Python notebooks to demonstrate backtesting with Zipline.
I built a realistic backtester using an OHLC data feed and Barra data to build trading strategies using parameters like trade delays, take profits levels, stop loss levels, etc. while my algorithm buys and sells.
Lightroom plugin to batch assign labels to filenames
Binance Pump Detector
Biomedical image segmentation using Keras
My personal blog available at safjan.com
Built and evaluated a breakout signal. I ran statistical tests to test for normality and to find alpha; identified if the outliers could be a valid trading signal and made a judgement call about what should be kept versus what outliers I filtered.
Certis, A High-Quality Backtesting Engine
Code quality, security checks for using in CI
Download all ClassDojo photos and videos in your timeline
Cleanup messy jupyter notebooks
Service for periodical fetching coin data from the coingecko and saving it in json file.
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Count tokens in a text file.
CLI for Crypto Exchanges.
Datathon Project
Retrieve historical crpytocurrency data
🐳📊🤓Cookiecutter template to launch an awesome dockerized Data Science toolstack (incl. Jupyster, Superset, Postgres, Minio, AirFlow & API Star)
Blog web app based on djangogirls tutorial
Python3 scikit-learn with Jupyter docker image based on alpine
Dockerfiles for archlinux and pycharm running in the container
Configuration files and scripts to quickly setup new system after reinstallation
Simple ethplorer.io API for python