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I’m an independent LLM consultant helping build conversational voice agents, intelligent document processing systems powered by VLLMs, and regulatory intelligence solutions.

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STT Disambiguation in Voice Agents: It is “Now” Not “No”
Building Production-Ready Voice Agents
Debugging failed HTTP request with Claude Code
Notes from Gemini Embedding Paper
Comparing Different OpenAI Models on Extracting Structured Information from PDF Documents
Notes on mini-swe-agent
How executives select GenAI vendors
Paper: Working with AI: Measuring the Occupational Implications of Generative AI
I Tested Gemma 3 270M on the Simplest NLP Task
Making coderunner-ui work with Docker using Claude Code
Extracting obligations from regulatory text
Setting a realistic accuracy target for LLM tasks
Changes in Cursor Pricing
Using Pydantic MCP Run Python as an Open Source Alternative to OpenAI Code Interpreter
Paper: AbsenceBench: Why Language Models Struggle to Detect Missing Information
Use OpenAI Code Interpreter To RAG over user data
Reward Hacking
Why Claude Code is not an IDE but a CLI tool?
First impression of Mistral Devstral Model
How We Used Claude to Implement Text Synchronization Feature of Videocrawl

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Shekhar Gulati Blog at WordPress.com.