AI & ML
I head the AI practice at 2OS, a boutique consulting firm that helps financial institutions leverage AI responsibly.
- How can financial institutions effectively leverage AI and ML
- Specific use cases of Generative AI and LLMs in banking
- Responsible AI and Responsible Generative AI
- AI Governance Frameworks
Generative AI
- A Quick Overview of Modern AI for Lenders [whitepaper]
Machine Learning
- A Comparison of Modeling Preprocessing Techniques in Supervised Machine Learning [ArXiv]
- Feature Selection Methods [blog link]
- Categorical Encoding Methods [blog link]
- Null Imputation Methods [blog link]
- Comparison of Modeling Preprocessing Techniques [blog link]
Reinforcement Learning
- Reinforcement Learning for Error Correction in Quantum Computing [report] [ppt]
Quantum Machine Learning
- Variational Embeddings in Quantum Machine Learning [paper] [GitHub Repo] [ppt]
Syed Raza 