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Preda-1/README.md

🎓 Education

🎓 Bachelor in Computer ScienceUCLouvain, Belgium
📊 Currently pursuing a Master’s in Data Science (Specialization in Data Analytics)UCLouvain, Belgium

Focus: Machine Learning, Data Engineering, Databases, and Statistical Analysis.


⚡ Core Focus Areas


📊 Data Analytics
ETL • Dashboards • KPIs • BI

🤖 Data Science
Python • ML • Automation • Forecasting

⚙️ Systems & APIs
Automation • Pipelines • API Integration

🚀 Experience & Public Projects

💼 Data Automation & Analytics Engineer — Chroma Trading

Designed and deployed real-time data automation systems for a high-frequency analytics platform.
• Built end-to-end data pipelines aggregating multiple APIs.
• Created dynamic dashboards and reports improving strategic visibility.
• Implemented monitoring and error handling for long-term stability.


💼 Data & Automation Engineer — Crypto Rise Group

Created data automation and reporting tools for a trading and analytics community.
• Automated the collection and transformation of key performance data.
• Generated visual reports and analytics dashboards with KPIs.
• Improved data accuracy, traceability, and process reliability.


🧮 Vault | On-Chain Refund Analytics Engine

Deterministic data audit & refund engine analyzing blockchain transactions for investor compensation.
• Parsed and normalized on-chain events (Deposits, Withdrawals, Transfers).
• Built capital recovery logic excluding invalid transaction windows.
• Exported transparent CSV/JSON reports for auditability.
⚡ Already used to recover over $250,000 in user funds.


📈 Forex & Crypto Position Size Calculator | Risk Management Toolkit

Intuitive desktop app for calculating position sizes in Forex and Crypto.
• User-friendly UI built with Tkinter.
• Handles leverage, pip value normalization, and multi-asset support.
• Tested and optimized for accuracy and reliability.


🤖 CopyTradeBot | Discord–MetaTrader5 Integration

Fully automated Discord–MT5 bot for real-time trade monitoring and execution alerts.
• Captures trade events asynchronously for ultra-low latency.
• Publishes automatic updates for portfolio changes.
• Designed for transparency and live trading performance tracking.


💻 Tech Stack

Languages

Python SQL Java R HTML/CSS

Data & AI

Pandas NumPy scikit-learn Plotly Power BI

Infrastructure & Tools

Docker GCP Git VSCode Jupyter


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