š Hello There!
Iām an experienced Applied Scientist with a Ph.D. in Computer Science, specializing in Machine Learning and Data Science with a strong emphasis on responsible AI.
- š Researching Responsible AI: Exploring techniques for enhancing model explainability, fairness, privacy, security, safety, and human control in AI systems.
- š» Building Domain-Specific AI Applications: Developing AI solutions for targeted domains like finance, while prioritizing responsible practices such as data privacy and secure model deployment.
- š AI Agents: Enhancing domain-specific language models for efficient and trustworthy outputs.
I am actively reading and sharing insights on responsible AI practices through literature reviews and practical applications. Consider subscribing to my notes and newsletter for updates:
I am committed to promoting responsible AI practices and sharing quick summaries about these areas:
- š¬ Explainability and Interpretability
- āļø Fairness and Biases
- š Privacy
- š”ļø Security
- ā ļø Safety
- š Accountability
- š„ Human Control and Interaction
- š Legal and Ethical Guidelines
Check out the Responsible AI Paper Summaries for more details.