Open to opportunities

Octavian Doica

@octaviandoica

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Results-driven professional with expertise in data analysis and trading.

Romania

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What I'm looking for

I am looking for a challenging role in quantitative finance or algorithmic trading that allows me to leverage my technical skills and contribute to innovative projects.

I am a results-driven professional with a Bachelor of Science in Computer Science from Babeș-Bolyai University. My expertise lies in data analysis, trading, and software development, where I have developed sophisticated Python applications aimed at enhancing trading performance analysis and optimization. My technical skills include leveraging libraries such as pandas, openpyxl, and tkinter to deliver high-performance solutions tailored for the finance industry.

Throughout my career, I have successfully designed and implemented advanced quantitative trading systems, focusing on optimization platforms that utilize Numba for JIT compilation and multiprocessing for enhanced performance. My projects have included creating interactive applications that allow for real-time trading performance analysis, significantly improving decision-making efficiency. I am passionate about algorithmic trading and fintech innovation, and I am eager to apply my technical skills and industry knowledge in a challenging role within quantitative finance or algorithmic trading.

Experience

Work history, roles, and key accomplishments

Trading Data Analysis & Excel Automation Specialist

Self Employed

Developed a sophisticated Python application for analyzing trading performance data, utilizing pandas for data manipulation and openpyxl for Excel workbook creation with advanced formatting. Implemented interactive datetime-based querying capabilities for real-time trading performance analysis, enhancing decision-making efficiency.

Python Pandas Openpyxl Tkinter Data Analysis Excel Automation

Advanced Quantitative Trading System Development

Self Employed

Designed and implemented a high-performance grid trading strategy optimization platform using Python, featuring Numba JIT compilation for ultra-fast backtesting and multiprocessing for parallel processing. Incorporated sophisticated trading algorithms with dynamic take-profit/stop-loss mechanisms and comprehensive risk management.