I am a computer science undergraduate interested in how computational systems represent knowledge, handle uncertainty, and behave under constraints.
I am particularly drawn to problems where reasoning breaks down - where systems must decide whether to proceed, defer, or refuse.
My interests tend to cluster around the following themes:
- Symbolic and epistemic reasoning
- Reasoning systems that can express uncertainty or refusal
- Deterministic and auditable execution for AI systems
- Systems programming (primarily C++)
- Indian Knowledge Systems (IKS), approached critically and text-first
I maintain notes, essays, and project logs on my personal site:
This includes design notes, reflections, and records of changes made over time.
- I am still learning and refining my ideas.
- I value clarity over speed and depth over volume.
- I am open to discussion, feedback, and collaboration.
"विद्या विवादाय धनं मदाय शक्तिः परेषां परिपीड़नाय। खलस्य साधोर्विपरीतमेतज्ज्ञानाय दानाय च रक्षणाय॥"
"Knowledge exists to illuminate, share, and protect, standing as a refuge for wise inquiry."