Now
What I'm currently focused on — researching, building, reading, and thinking about. Inspired by the /now page movement.
Last updated:
Researching
- Multi-agent architectures for complex clinical reasoning workflows
- GraphRAG systems — pushing beyond hybrid retrieval to graph-native reasoning
- Evaluation frameworks for agentic AI systems in high-stakes domains
Building
- Sarbeksyan (सर्वेक्षण) — a zero-budget, mobile-first survey platform for Nepal and emerging markets
- AI-powered LMS with intelligent tutoring, auto-grading, and personalized learning paths
- Evaluation pipelines for AI in clinical decision support
Reading
- Research papers on agentic architectures and tool-use in LLMs
- Deep-dives into retrieval evaluation methodologies
- Technical architecture of high-scale AI systems
Thinking About
- The gap between AI research and production engineering
- How to build AI startups that solve real, measurable problems
- The role of structured knowledge in the next generation of AI systems
This page is inspired by Derek Sivers' /now page movement — a snapshot of current priorities, updated whenever focus shifts.
Frequently Asked Questions
What is Avishek Rauniyar working on right now?
He is currently researching multi-agent architectures for clinical reasoning, building Sarbeksyan (a survey platform for Nepal), an AI-powered LMS, CogniMail AI, and SageLoRa, reading papers on agentic architectures and retrieval evaluation, and thinking about the gap between AI research and production engineering.
How often does Avishek Rauniyar update this page?
The /now page is updated whenever his focus shifts — typically monthly or when major projects or research directions change. The last update date is shown at the top of the page.
What is a /now page?
A /now page is a snapshot of what someone is focused on at the current moment — researching, building, reading, and thinking. It was popularized by Derek Sivers and is used by researchers, engineers, and founders to share current priorities.