Conversational AI · Voice · Agents

Building assistants people actually talk to.

I design and ship voice-first experiences, bot platforms, and LLM-backed agents — from discovery to production on consumer devices at scale.

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6+ Years building bots
STB · Speaker · Auto Voice surfaces
LLM · RAG · MCP Agent stack
Illustration of a voice interface and assistant

Capabilities

Stack & domains

Depth across the full conversational surface: orchestration, channels, retrieval, and shipping to real users.

AI & agents

LangChain LangGraph AutoGen RAG MCP Ollama Vector DB Hugging Face OpenRouter

Bot & voice platforms

Azure Bot Service Bot Framework Botpress Power Virtual Agents Dynamics Omnichannel Rasa (basics)

Engineering

Node.js Python JavaScript REST APIs Git MS SQL MySQL

Cloud

Azure (Web Apps, Cognitive Services) GCP Integrations Deployment

Recent work

September 2021 · Side project

Morse code translator

Convert plain text to Morse and back in the browser — fast, offline-friendly UI built as a lightweight web app.

Tech: HTML, CSS, JavaScript

Live demo Source code
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Experience

Jio Voice Assistant

SDE II on the voice assistant product team — shipping conversational AI across STB, smart speaker, and automotive with Bot Framework, LLM orchestration, and agent tooling.

Full timeline

Writing

Notes from the field

Deep dives on PVA, Omnichannel, Bot Framework Composer, and patterns that survive production.

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Contact

Let's build something conversational.

Open to collaborations on voice AI, agent platforms, and developer tooling. Reach out on LinkedIn or explore the repos on GitHub.

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