SANTHOSH M. — AI Researcher

🚀 Senior Quantitative Researcher | Data Science & Engineering Professional | Algorithmic Trading Specialist I'm a seasoned professional with a background in data science, mechanical engineering, and advanced quantitative research, bringing a unique blend of skills in ML-driven algorithmic trading, signal processing, and system optimization. Currently, I’m leveraging my expertise to design high-performance, ML-backed trading strategies and infrastructure at Acsys Investments, where I've achieved consistent alpha generation and significant performance improvements across multiple asset classes. 🔹 Key Strengths and Expertise: Quantitative Research: Architected innovative, machine learning-driven trading algorithms, specializing in futures, options, and commodities markets. Algorithm Optimization: Implemented cutting-edge backtesting and real-time monitoring systems, achieving up to 5x performance gains through optimized C++ and Python (Numba/Cython) integrations. Signal Processing & Mechatronics: Pioneered DSP-based trading strategies and led a flagship project on self-balancing vehicle prototypes at TVS Motors, earning the Director's Prize for Innovation. 📈 Noteworthy Achievements: Developed and deployed robust, DSP-based strategies that drastically improved trading outcomes in Indian equities and futures. Created advanced financial systems, including an automated Iron Condor options trading strategy and a survivorship-bias-free backtesting framework. Achieved significant reductions in system latency, and improved overall trading infrastructure reliability through high-performance solutions and fail-safe systems. 🔧 Technical Proficiencies: Python, C++, MATLAB, PyTorch, TensorFlow, scikit-learn, TradingView, Interactive Brokers API, SQL, and Azure Data Tables. I thrive on tackling complex challenges and am always eager to connect with fellow professionals passionate about the intersection of data science, engineering, and quantitative finance. Feel free to reach out if you'd like to discuss potential collaborations, innovative projects, or industry insights!

Stackforce AI infers this person is a Fintech expert specializing in quantitative research and algorithmic trading.

Location: Chennai, Tamil Nadu, India

Experience: 7 yrs 9 mos