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Ali T.
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Ali T.

Ph.D. Data Scientist | Python/R Expert | ML & Financial Analytics

πŸŽ“ PhD Data Scientist | Financial AI & Quantitative Research Expert I’m a PhD in Finance and published researcher who transforms complex data problems into practical, high-impact solutions. My work bridges academic research and real-world data science, helping organizations build reliable models, advanced analytics platforms, and intelligent decision tools. With 10+ peer-reviewed publications and extensive industry experience, I design solutions that combine statistical rigor, financial expertise, and scalable engineering. πŸ”¬ What makes me different βœ“ Published researcher with 10+ peer-reviewed papers (Google Scholar verified) βœ“ Research-driven methodology – models validated with rigorous statistical testing βœ“ Finance + AI specialization – rare combination of quantitative finance and machine learning βœ“ Strong communicator – university lecturer experienced in explaining complex concepts clearly πŸ’Ό Real-world impact βœ“ Built analytics systems managing $100M+ in investment portfolios βœ“ Developed machine learning credit risk models achieving 89% AUC βœ“ Designed portfolio optimization and trading models with improved Sharpe ratios βœ“ Developed ESG and sustainability analytics frameworks for European companies βœ“ Built production data systems processing 100k+ financial transactions daily βš™οΈ Core expertise Machine Learning & AI βœ“ Predictive modeling (XGBoost, Random Forest, Neural Networks) βœ“ Deep learning and advanced pattern recognition βœ“ NLP and sentiment analysis on financial text data βœ“ Time-series forecasting (ARIMA, GARCH, ML forecasting models) Financial & Quantitative Modeling βœ“ Portfolio optimization and factor models βœ“ Risk management and stress testing βœ“ Algorithmic trading and strategy backtesting βœ“ Credit risk modeling and financial forecasting βœ“ ESG analytics and sustainability metrics Data Science & Engineering βœ“ Python, SQL, TensorFlow, PyTorch βœ“ Data pipelines and automated analytics systems βœ“ APIs, dashboards, and scalable data platforms βœ“ Large-scale data processing and advanced analytics 🧠 Research-level analytics My academic background ensures every project includes: βœ“ Advanced statistical analysis and model validation βœ“ Robust out-of-sample testing and reliability checks βœ“ Custom quantitative methodologies βœ“ Clear documentation and reproducible results 🌍 Background βœ“ PhD in Finance βœ“ Postdoctoral Researcher – Universidad Pontificia Comillas βœ“ R&D Lead working on financial analytics platforms βœ“ Experience working with global financial datasets and research teams πŸš€ How I can help I am best suited for projects requiring: βœ“ Advanced machine learning models βœ“ Financial analytics and quantitative research βœ“ Portfolio optimization and risk modeling βœ“ NLP and sentiment analysis βœ“ Data platforms and predictive analytics systems πŸ“© If your project requires deep expertise, rigorous modeling, and production-ready solutions, feel free to reach out.

πŸ‡ͺπŸ‡ΈMadrid, Spain$30/hr100% JSS4.80 (18)Since May 2022

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