Vishal S. Pandey

Independent AI Researcher · Machine Learning Engineer

I study and build learning systems at the intersection of computational neuroscience, reinforcement learning, and optimization of AI systems. My work focuses on understanding how intelligent systems can learn representations, adapt over time, and generalize safely in complex environments.

Current Research

• World Models for long-horizon reasoning
• Spiking Decision Transformers
• Continual Reinforcement Learning and catastrophic forgetting

Research Interests

• Representation Learning (biological & artificial)
• Optimization and generalization in deep learning
• Autonomous and adaptive agent systems
• AI safety, alignment, and interpretability

My long-term goal is to bridge neuroscience, mathematics, and engineering to develop AI systems that are robust, interpretable, and human-aligned.

Contact

• Email: pandeyvishal.mlprof@gmail.com
• X: @its_vayishu
• GitHub: Vishal-sys-code

Random - PoW

• Google Scholar: vishal-gscholar
• Kaggle: vishal-kaggle

Full CV available upon request.