PROJECTS
Market Scanner (Ongoing Project)
GOAL
The goal of this project is to develop a centralized market-intelligence platform that transforms large volumes of real-time and historical market data into clear, actionable insights. By combining machine learning, technical indicators, and candlestick-pattern analysis, the platform aims to help traders identify potential opportunities more efficiently, compare market conditions across multiple assets and timeframes, and make better-informed trading decisions.
Tech stack
- Frontend: Built with Lovable
- Backend: Python, REST APIs
- Machine Learning: scikit-learn, Random Forest
- Data Processing: pandas, NumPy
- Technical Analysis: Python, Excel
- Market Data: Binance API
- Model Storage: Joblib
- Database: Supabase
- Deployment: Lovable, Linux server
- Version Control: Git, GitHub
- AI-assisted development: ChatGPT, Codex, Claude, Loveable
Solar Energy ROI Analysis
GOAL
Determining whether residential solar panel investments are financially viable across Europe by analyzing electricity prices, installation costs, and regional ROI. Identifies the most profitable markets for solar adoption
Tech stack – Python · PostgreSQL · SQL · Power BI · DAX
Walk-Forward Machine Learning Model - Market Data Analysis
GOAL
Using Radnom forest machine learning model to predict the probability of selected crypto coins to hit a certain target in the following day.
BITCOIN WALK FORWARD ANALYSIS - Random forest model
GOAL
Using Radnom forest machine learning model to predict the probability of Bitcoins price going up by 2% tomorrow using technical indicators.
BINANCE INDICATOR SCRAPING AND ANALYSIS
GOAL
As my previous project is not usable for collecting data as expected, because I made the script make way too many requests I decided to try to do the same using the Binance API. With this API the limit of my requests can be much higher, so seems like it is worth a shot.
TRADINGVIEW INDICATOR ANALYSIS
GOAL
Make a scraping bot with python for tradingview indicators which I can analyse and find clues on good trading options.
CRYPTO CORRELATION ANALYSIS
GOAL
Find out if Bitcoins price increases at the same time as altcoins or does Bitcoins price go up first and then altcoins follow.
BITCOIN HALVING PRICE ANALYSIS
GOAL
Find out if Bitcoins price always follows the same pattern when the halving happens every 4 years.
Power BI Adventure Works Project (course project)
Skills and techniques used
Importing data, Excel CONCAT function, power query, data modeling, DAX, dashboard creation, filters and slicers, visualizations (donut chart, column charts, map charts, tree map, bar charts, matrix), drill down
SQL Adventure Works Database (course project)
Skills and techniques used
Restoring database, updating database using a script, SELECT, CONCAT, CASE statement, JOINS, WHERE clause, ISNULL, LEFT, ORDER BY.
PYTHON (course projects)
Skills and techniques used
Beginner python coding – professional python coding
