Dr. Aditi Singh | AI Researcher & Computer Science Educator at Cleveland State University
Exploring the frontiers of Artificial Intelligence, Large Language Models (LLMs), AI Agents, and the Agentic Web. Bridging cutting-edge research with practical applications in healthcare, education, and human-AI interaction.
- Agentic Retrieval-Augmented Generation (RAG) - Survey on agentic RAG systems
- Agent Registry Solutions - Centralized, enterprise, and distributed approaches
- Interoperability Protocols - MCP, ACP, A2A, and ANP protocols for agent communication
- Healthcare & Medicine - LLM-based diagnostic systems and medical applications
- Bias Detection & Mitigation - Fairness in AI systems and ethical AI development
- Prompt Engineering - Systematic reviews and SWOT analysis of prompting techniques
- Multilingual AI - Cross-lingual prompt engineering and NLP tasks
- Conversational Gestures - Automated recognition of non-emotional head gestures
- Synchronized Petri Net Modeling - Multimodal modeling for HRI systems
- Gesture Generation - Declarative modeling for robotic gesture synthesis
- Publications: 20+ peer-reviewed papers in journals and conferences
- Awards: Best Paper Awards (IEEE CCWC), Best Presenter Awards, Researcher Finalist (Women in AI)
- Citations: Active researcher with Google Scholar profile
- Teaching: AI and Computer Science courses at undergraduate/graduate levels
- "Agentic AI in Healthcare & Medicine: A Seven-Dimensional Taxonomy for Empirical Evaluation of LLM-based Systems"
- "Evolution of AI Agent Registry Solutions: Centralized, Enterprise, and Distributed Approaches"
- "Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG"
- "Revolutionizing Mental Health Care through LangChain: A Journey with a Large Language Model"
- "Enhancing AI Systems with Agentic Workflows Patterns in Large Language Model"
- "A Survey of Sustainability in Large Language Models: Applications, Economics, and Challenges"
Cleveland State University - Computer Science Educator & AI Researcher
- Teaching: Operating Systems, Computer Security, Algorithms, Comparative Programming Languages
- Research: Leading AI research initiatives and publishing in top venues
- Mentorship: Guiding undergraduate/graduate research projects and independent studies
Research Interests:
- 🤖 Agentic AI and Multi-Agent Systems
- 🧠 Large Language Models and Foundation Models
- 🌐 Agentic Web and Interoperability
- 🏥 AI in Healthcare and Medicine
- 🤝 Human-Robot Interaction
- ⚖️ AI Ethics and Fairness
- Large Language Models (LLMs)
- AI Agents & Agentic Systems
- Machine Learning & Deep Learning
- Prompt Engineering & Fine-tuning
- Computer Vision & Gesture Recognition
- Python (Primary research language)
- Academic Writing & LaTeX
- Data Analysis & Visualization
- Research Methodology & Statistics
- Computer Science Curriculum Development
- AI Education & Pedagogy
- Student Research Mentorship
- Academic Advising & Career Guidance
- Research Awards: Best Paper (IEEE CCWC), Best Presenter, Women in AI Finalist
- Academic Service: ACM-W Chapter President, Conference Reviewer, Academic Committees
- Professional Certifications: Academic and research credentials in AI/ML
- Community Impact: Mentoring through Women in AI and academic organizations
I'm always interested in collaborating on:
- 🤖 Agentic AI research and development
- 🏥 Healthcare AI applications
- 📚 AI education and curriculum development
- 🔬 Interdisciplinary AI research projects
- Publications: 20+ in AI, LLMs, and HRI
- Research Areas: Agentic AI, Healthcare AI, Human-Robot Interaction
- Teaching Experience: 10+ years in Computer Science and AI
- Student Mentorship: 50+ undergraduate/graduate research projects
- Mentorship: Active in guiding the next generation of AI researchers
- Academic Service: Leading initiatives in AI education and diversity
- Professional Development: Continuous learning in emerging AI technologies
- Community: Contributing to AI ethics, fairness, and responsible AI development
"Advancing AI through rigorous research, ethical innovation, and inclusive education" 🚀
Thank you for visiting my research profile! 🙏 Feel free to reach out for collaborations or discussions on AI research.
My research spans several key areas:
- Agentic AI - Agent systems, interoperability protocols, and the Agentic Web
- LLM Applications - Healthcare, text-to-SQL, sustainability, and prompt engineering
- AI Ethics & Fairness - Bias detection and mitigation in AI systems
- Human-Robot Interaction - Gesture recognition and conversational AI
- Awards & Honors: Best Paper Awards, Best Presenter Awards, Researcher Finalist (Women in AI)
- Teaching: Courses at Cleveland State University and Kent State University
- Publications: 20+ papers in journals and conferences
- Service: ACM-W, Women in AI, academic committees
- Mentorship: Guiding students through research projects and career development
- Academic Service: Leading student organizations and committees
- Community: Active in AI education and diversity initiatives
- Learning: Continuously exploring new AI technologies and methodologies
I believe in the power of AI to solve real-world problems while maintaining ethical standards and accessibility. My work bridges cutting-edge research with practical education, ensuring the next generation is well-prepared for the AI-driven future.
You can support my research and educational initiatives by:
- ⭐ Starring my repositories
- 📖 Reading and citing my publications
- 🤝 Connecting and collaborating on AI projects
- 📧 Reaching out for potential collaborations
"Advancing AI through research, education, and ethical innovation" 🚀
Thank you for visiting my profile! 🙏