AI Systems
LLMs, RAG, agentic workflows, and intelligent applications.
AAGAMAN
BHATTARAI
AI/ML ENGINEER
Building intelligent systems that turn data into decisions and conversations into impact.
I build AI systems that solve real business problems.
What I Do
I BUILD AI
SOLUTIONS THAT
DRIVE INSIGHT,
AUTOMATION AND
DECISION-MAKING.
Analytics & Business Intelligence
Turning complex data into reliable insights and forecasts.
Automation
Building pipelines and tools that reduce manual work and scale impact.
Reliability
Validation, testing, and guardrails for safe and dependable AI systems.
Selected Work
Research Build
RAG & LLM Benchmarking - English and Nepali
Benchmarked local sub-10B LLMs and chunking strategies for RAG pipelines across answer quality, latency, and reliability.
RAGChunkingBenchmarkingLocal LLMs
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Featured Build
AI for Business Insights - Text-to-SQL Analytics System
Production-ready text-to-SQL system that converts natural-language questions into validated SQL and business insights.
LlamaIndexFastAPISQLAlchemyAzure OpenAI
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Latest Writing
Notes, essays, and technical writing.
Open the blog to browse posts by category and read full articles.
Open Blog ↗