Tanisha Mehta Teo
Tanisha is a highly skilled AI Quantitative Research Scientist at Covesting Capital, where she integrates cutting-edge artificial intelligence with quantitative analysis to develop advanced trading strategies and decision-support systems. With a strong background in machine learning, statistics, and financial modeling, she plays a pivotal role in transforming complex market data into actionable intelligence. Tanisha designs and deploys proprietary AI models that support real-time trading, risk management, and portfolio optimization. Her expertise lies in feature engineering, model training, backtesting, and deploying scalable machine learning pipelines across cloud environments like AWS and GCP. She leverages a wide range of tools, including Python, TensorFlow, PyTorch, and data visualization frameworks, to extract predictive insights from high-volume financial data.
Tanisha has contributed to key initiatives such as:
1-Developing deep learning models for price forecasting and anomaly detection
2-Designing reinforcement learning systems for automated trading
3-Integrating NLP techniques to analyze news sentiment and social signals
4-Building algorithmic risk controls that respond to real-time market conditions
She has also delved into the decentralized finance (DeFi) and crypto space, enhancing her models to adapt to the unique volatility, liquidity dynamics, and token structures of digital assets. Her ability to combine traditional quantitative finance with AI innovation enables Covesting.capital to remain ahead in a rapidly evolving market. Tanisha is also a strong advocate for collaboration, working alongside data scientists, engineers, and portfolio managers to ensure her AI solutions align with business goals. She mentors junior analysts and contributes to internal R&D initiatives, always striving to push the boundaries of intelligent financial engineering. Her work bridges the gap between data, algorithms, and outcomes, fueling smarter investment decisions in both traditional markets and the future of finance.