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building PARAYOO: Malayalam to Manglish
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building PARAYOO: Malayalam to Manglish

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AbhineethVS/README.md
Abhineeth V S | Building Parayoo

Portfolio LinkedIn Email

FOUNDER @ PARAYOO  /  CSE @ CET  /  AI · ML  /  SOFTWARE ENGINEER


ALONG THE WAY

YC Startup School DSOLVE 2026 GMTK Game Jam 2026 Paying client Founder


FLAGSHIP

PARAYOO  ·  Speak Malayalam. Text Manglish.

LAUNCHING SOON   FOUNDER   ANDROID

A lot of Malayalis casually text in Manglish on WhatsApp, Instagram, and everywhere else, but typing it out is slow and there's no "right" spelling. Parayoo puts a floating bubble over any app: hold it, say what you mean in Malayalam, and it types natural Manglish straight into the chat field. It reads the way you'd actually write it, not like a stiff transliteration.

It isn't a keyboard. It works with your keyboard: no switching apps, no copy-paste, no account, private by design.

hold bubble  →  speak Malayalam  →  Sarvam STT  →  LLM Manglish rewrite  →  auto-typed into any app

Kotlin   Android   Accessibility Service   Sarvam AI   LLMs   PostHog

Website


SELECTED WORK

toothpaste.cv landing page

LIVE   DSOLVE 2026 · CET   TEAM OF 4

A two-minute oral health screening in the browser. Five guided photos go through GPT and Claude vision in parallel, then a custom-trained CV layer (YOLOv11 crowding detector, CLIP stain and wear classifiers) draws boxes and heatmaps, and the result is a dentist-ready report.

Next.js   FastAPI   YOLOv11   OpenCLIP   Supabase

LUMA study workspace with sources, chat, and studio

LIVE   RAG   EDTECH

A study desk for your course PDFs that only answers from your sources. Every answer carries backend-validated page citations that open the exact page. Studio turns the same sources into summaries, flashcards, quizzes, teach-back, and voice study.

React   FastAPI   OpenAI   PyMuPDF   Sarvam   Docker

ETLaban home dashboard with attendance and marks

LIVE   PWA   OPEN SOURCE

Same data, less suffering. A fast, calm replacement front-end for CET's ETLab portal. It shows attendance, how many classes you can still skip, a per-period calendar, SGPA charts, and study materials. It's read-only, credentials are never stored server-side, and it works offline.

Python   JavaScript   PWA   Web Scraping   Vercel

Exploding Chickens gameplay

PLAYABLE   GMTK GAME JAM 2026   TEAM OF 3

A chaotic farm-survival game made for GMTK 2026. Protect your flock from countdown bombs and a growing roster of wild chicken types, in either Story or Chaos mode.

Unity   C#   2D URP   Game Jam

R&D   ANDROID INTERNALS

A black-box test harness that pushes Android through dozens of keyboard and focus states to learn exactly when Wispr Flow shows its bubble. It showed empirically that the trigger is the IME window (TYPE_INPUT_METHOD), not editable focus, and that finding now drives Parayoo's overlay logic.

Kotlin   Accessibility APIs   IME   Android SDK 36

LIVE   PAYING CLIENT

A full-stack gym management SaaS. I built it, deployed it, and sold it to a real client in my first year of college.

React   Node.js   MongoDB   Azure

MORE FROM THE WORKSHOP
Project What it is Stack
EPFO Resolve A hackathon build that walks you through a PF transfer stuck on a contradictory EPS record, with a guard-railed AI assistant, voice input, and PDF case summaries. Next.js · OpenAI · Supabase
Splitline Pick any movie or show, change one moment, and Claude writes the alternate timeline. JS · TMDB · Claude
Long Story Short A spoiler-free recap of a series up to the exact episode you stopped at. PWA · TVMaze · Claude
Notebook JK A Chrome extension that brings GPT, Claude, and Perplexity into NotebookLM's chat. TypeScript · Chrome MV3

TOOLKIT

LANGUAGES

TypeScript JavaScript Python Kotlin C C#

AI / ML

OpenAI Claude PyTorch YOLO HuggingFace OpenCV Sarvam AI

RAG · embeddings · vision models · structured outputs · STT / TTS · MCP · agent workflows

FRONTEND

React Next.js Vite Tailwind shadcn/ui PWA

BACKEND

Node.js Express FastAPI Flask Supabase MongoDB Zod

MOBILE & GAMES

Android Gradle Chrome Extensions Unity

INFRA & TOOLS

Vercel Render Docker Azure PostHog Vitest Git Cursor


OFF THE CLOCK

When I'm not shipping, I'm usually at a hackathon, taking apart how other products work, testing the edges of LLMs, or keeping one more half-built idea open in a tab.


THIRUVANANTHAPURAM  ·  KERALA  ·  BUILDING SOMETHING ALWAYS

Pinned Loading

  1. ETLaban ETLaban Public

    A better ETLab ; A fast, unofficial ETLab app for CET Trivandrum students: attendance, results and study materials

    JavaScript 4

  2. Exploding-Chickens-GMTK26 Exploding-Chickens-GMTK26 Public

    Forked from AadithyaPradeep/GMTK26

    Exploding Chickens - chaotic GMTK Game Jam 2026 farm survival. Protect your flock from countdown bombs and wild chicken types.

    C#

  3. wisprflow-sandbox wisprflow-sandbox Public

    Black-box Android test harness that forces many keyboard / focus states and observes when Wispr Flow (and later Parayoo) shows or hides its bubble.

    Kotlin

  4. luma-study luma-study Public

    A citation-grounded study assistant inspired by NotebookLM and Open Notebook.

    TypeScript

  5. toothpaste-cv toothpaste-cv Public

    toothpaste cv is a browser-based visual oral health screening tool. It guides the user through five oral photos, sends them through a fixed AI screening rubric, and returns a clear report with seve…

    TypeScript

  6. Verifeye-AI Verifeye-AI Public

    VERIFEYE AI - An AI based deepfake photo/video detection software

    HTML