- 🥳 🥳 Thanks for looking! 🥳 🥳
- All projects are unique & original
- Data collection from scratch for most projects
| Project | Description | Sections | ML | Tech |
|---|---|---|---|---|
| Polish Grocer | Revenue optimization via recommender systems and strategic repositioning. | Market segmentation & trend analysis, key success factors & decision criteria. EDA. Financial analysis. Operational analysis. Risks, mitigation & execution plan. | Recommender systems | Pandas, Docker, Flask, Bash etc... |
| NBA Player Position Prediction | Collecting NBA player data and predicting player positions. | Data scraping & cleaning. EDA. Data modeling. Predict service deployment. | XGBoost, Kernel SVM, DBScan, Logistic Regression, Random Forest, PCA, Decision Tree | Unit testing. Pandas, Plotly, SQLAlchemy, Docker. |
| SEC Filings Database | Batteries included solution for downloading SEC filings in bulk with support for milisecond level full text search. Intended for algo trading use. | DB schema design. Merging data from multiple sources. Cleaning. Loading. | ETL only | PostgreSQL, SQLAlchemy, Docker, Pandas |
| YYC RealAlchemy Repo Live Site |
Web app that supercharges realestate precedent transactions analysis through data anlytics and visualization. | N/A | N/A | HTML/CSS/JS, Flask, Plotly.js, Heroku, Google Maps JS API, Pandas |
| Project | Description | Sections | ML | Tech |
|---|---|---|---|---|
| Quant Trading Project | Long only strategies targeting small cap stocks. | Strategy identification. ETL. EDA. Predict. Backtesting / hypothesis testing. Risk management / position sizing | Ensembled models, XGBoost, Logistic regression, Random Forest, OLS etc... | Linux, PostgreSQL, SQLAlchemy, Pandas |
| Name | Description | Category | Language |
|---|---|---|---|
| Exec After VPN | Dockerized solution to execute arbitrary scripts after successful VPN connection. | Command line utility, scripting | Bash, Python |
| Crunchbase Search CSV Exporter | Saves CB search results as CSV for Pro Trial members who can not access the built in CSV export functionality. | Command line utility, web scraping | Python |
| PlugY Save Monitor | Prevent Diablo 2 save-game file corruption through interval backup and restore. | Scripting | Python |