Aryaman Todkar

Aryaman Todkar

Building Premove
#868836715 followers17 following
#7,603Last month
0 KP
>10,000All time
199 KP

About

I’m a software developer at Deutsche Bank, currently exploring the infrastructure behind real-time voice agents. I’m exploring and building around open-source voice AI and the systems problems involved in making conversational agents faster, with a focus on reducing end-to-end latency. Outside software, I spend a lot of my time working out. I’ve been lifting for six years, do calisthenics, and run marathons. I also love traveling and have spent time across much of Southeast Asia. A longer solo trip is next on my list. I’ve also always been drawn to startups. I like the idea of working in small teams where people move quickly, take ownership, and have a lot of agency. That’s the kind of environment I’d eventually like to experience.

Badges

Tastemaker
Tastemaker
Gone streaking 10
Gone streaking 10
Gone streaking
Gone streaking
Gone streaking 5
Gone streaking 5

Maker History

  • Premove ITN
    Premove ITNOpen-source context-aware ITN for voice agents
    Sep 2026
  • OneGlanse
    OneGlanseFree open-source GEO tracker for LLM visibility
    Apr 2026
  • Lapsa
    LapsaMinimalist Habit Tracker
    Jun 2025
    • 🎉
    Joined Product HuntJune 27th, 2025

Forums

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30d ago

Premove ITN - Open-source context-aware ITN for voice agents

Premove ITN is an open-source, context-aware inverse text normalizer built for voice agents. It turns messy ASR transcripts into structured values APIs can actually use: phone numbers, dates, times, amounts, IDs, emails, URLs, and more. Instead of generating normalized text directly, it deterministically produces valid candidates, uses a neural model to score them in sentence context, and applies exact decoding to choose compatible outputs. Open weights, Python package, real-time inference.
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6mo ago

OneGlanse - Free open-source GEO tracker for LLM visibility

A completely free, open-source GEO tracker that shows how your brand appears in real AI responses. Track visibility across ChatGPT, Gemini, Perplexity, Claude, and Google AI Overview using real UI outputs, not APIs. Compare competitors, analyze sources, and understand positioning. Run locally or self-hosted — your data stays with you. No subscriptions, no black-box scoring.
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1yr ago

Lapsa - Minimalist Habit Tracker

Lapsa – Habits. Without the noise. A minimal habit tracker built for clarity and momentum.
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