Building voice agents @ Gnani.ai

Ronit Jain

Forward Deployed EngineerBengaluru, India

I build AI agents that hold real conversations: voice agents for banks and telcos at Gnani.ai, and RAG products on the side.

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ronit@portfolio — zsh
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about

I'm a Forward Deployed Engineer at Gnani.ai, building voice agents for BFSI and telecom clients like Airtel and L&T Finance, plus Gnani Agent Studio, the internal platform used to configure them. Before that I built AI agents at 100x and was a Google Summer of Code 2025 contributor to the Internet Health Report.

I graduated from BITS Pilani, Goa with a B.E. in Electronics & Instrumentation. On the side I ship AI products end to end (RAG chatbots, a startup-validation engine, a credit score for engineers) and write about AI, startups, and software for 4,000+ followers on LinkedIn.

education.json

BITS Pilani, K K Birla Goa Campus

B.E. Electronics & Instrumentation

Oct 2022 — Jul 2026

Delhi Public School, R. K. Puram, New Delhi

Class XI – XII, Science

G. D. Goenka Public School, Vasant Kunj, New Delhi

Nursery – Class X

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skills

languages

  • JavaScript
  • Python
  • C++
  • SQL
  • HTML
  • CSS

ai / ml

  • LangChain
  • LangGraph
  • RAG
  • Embeddings
  • Qdrant
  • Prompt Engineering

frameworks

  • React.js
  • Node.js
  • Express.js
  • Vue.js
  • Tailwind CSS

data & tools

  • PostgreSQL
  • Supabase
  • Neo4j
  • Firebase
  • Git
// 03

projects

Vouch

A portable performance record, basically a credit score for engineers. Employers submit reviews, a Hermes agent turns the free text into a 6-dimension Vouch Score (0–100), and employees control who sees it and can reply.

ReactConvexHermes AgentDodo Payments
2026

Conversa

Multi-tenant RAG SaaS for lead generation. Paste a website URL and get an embeddable chatbot that answers visitors from your indexed content and captures leads. Crawled HTML, PDFs and DOCX go into pgvector, and the LangChain agent is covered by 12 unit tests against LLM failure modes.

FastAPINext.jsLangChainpgvectorSupabase
2026

JustExecute

Turns a one-sentence startup idea into a market-validation report and a 90-day GTM plan in under 2 minutes. A 5-stage LangGraph state machine runs parallel Tavily searches, and 6 custom retrieval tools ground every claim in Reddit and HN evidence.

LangGraphGroqTavilyNode.jsSupabase
2025
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experience

Forward Deployed Engineer @ Gnani.ai

Jun 2026 — Present

Bengaluru, India

  • Built Gnani Agent Studio, an internal platform for configuring BFSI voice agents. A structured QA flow captures requirements and generates system prompts modularly, per product type (personal loan, vehicle loan) and call-flow scenario (PTP, third-party collections), optimized for KV caching.
  • Matches requirements with embedding retrieval plus LLM confirmation (Azure OpenAI GPT-4o), on a FastAPI/MongoDB + React/TanStack stack.
  • Developed voice agents for Airtel (collections, DTH) and L&T Finance, with multi-language support and optimized API integrations and call pipelines.
  • Won 2nd prize among all FDEs in Gnani.ai's company-wide Agent Hackathon.
GPT-4oFastAPIMongoDBReactTanStack

AI Agents Developer @ 100x

Aug 2025 — Dec 2025

Bengaluru, India

  • Built AI agents for candidate sourcing (TrueSearch), NetSuite workflows, and QA/UAT testing, cutting manual testing effort by 80%.
  • JavaScript-based automation, tuned for reliability over long-running executions.
JavaScriptAI AgentsNetSuite

Google Summer of Code 2025 Contributor @ Internet Health Report

May 2025 — Aug 2025

Remote

  • Enhanced IYP Browser, a Vue.js frontend for exploring a Neo4j graph: real-time node expansion, Cypher autocompletion, embeddable widgets, and accessibility visualizations with Plotly.js.
Vue.jsNeo4jCypherPlotly.js
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contact

$ echo "let's build something"

Have a project, a role, or just want to say hi?

My inbox is open. I try to reply to everyone — even if it takes a few days.

Ronit Jain · built from scratch, not a template