Saylee Pradhan

Architecture and design decisions behind a multi-agent voice-enabled tutoring system that uses Socratic dialogue to teach AI/ML concepts.

A technical walkthrough of an agentic pipeline that decomposes research questions, retrieves from a FAISS-indexed document store, supplements with web search, and synthesizes structured Markdown reports.

A technical walkthrough of extracting entities and relationships from AI/ML research abstracts and visualizing them as an interactive knowledge graph.

A domain-specific RAG chatbot that answers customer support queries using a curated knowledge base. Demonstrates LangChain-based retrieval, prompt templating, and output evaluation in a realistic support scenario.

A deep-dive into the architecture decisions behind a from-scratch RAG pipeline: chunking strategies, embedding model selection, FAISS indexing, and prompt design for grounded generation.

Building a code review tool powered by Claude

Hello, I just created a blog! And here’s my first post. I used Jekyll’s dbyll theme and Firebase. Watch out for my next post!