Engineering Production AI Applications & Real-Time Systems

Founded by Ashok Kumar (GATE CS Qualified, 4+ yrs high-scale product execution). Architecting low-latency Voice AI phone agents, multi-role restaurant operating platforms, and encrypted mobile applications.

Explore Production SystemsAbout Founder & Stack
9:41AI Workflows●●●
Voice AI Agent

Real-Time Voice Bot

FastAPI · WebSockets · <400ms

📞Caller: "2 Chicken Biryani deliver karo"
🎙️Sarvam AI: Indic STT phonetics parsed8 kHz
🤖ElevenLabs: 2 Biryani added — ₹360
⚡Roundtrip Latency: 380msLive

Tested across 221-dish menu

Core Production Engineering Stack

Python / FastAPIWebSockets & STT/TTSNode.js & Socket.ioSupabase / PostgreSQLFlutter & SQLCipherElevenLabs & DeepgramDocker & Linux VPSGATE CS Rigor

Core Capabilities

Three specialized engineering pillars for high-performance AI, real-time web, and mobile systems.

Services

Real-Time Voice AI & Telephony Agents

Low-latency conversational voice bots taking live telephone orders and inquiries — with sub-400ms round-trip latency and Indic phonetic matching.

Ultra-Low Latency Pipelines

Optimized async event loops and WebSocket streaming to deliver human-like conversation speed under 400ms.

Indic & Multilingual Phonetics

Sarvam AI and phonetic consonant matching tuned for Hindi and regional colloquial terms.

Fail-Safe Human Handoff

Inverted safety architecture that routes ambiguous edge cases directly to staff without dropping calls.

9:41AI Workflows●●●
Voice Pipeline

Audio Streaming

FastAPI · WebSockets · 8 kHz

📞SIP / Twilio stream connectedLive
🎙️Deepgram & Sarvam STT stream<150ms
🧠LLM intent & tool execution<200ms
🔊ElevenLabs TTS audio synthesized<100ms

Sub-400ms Speech-to-Speech

Full-Stack Real-Time Platforms & CRM

End-to-end multi-role operating platforms with bi-directional WebSocket syncing, SLA state machines, and payment integrations.

Event-Driven State Machines

Guarded lifecycle transitions with automated SLA sweepers and timeout handlers.

Loud Notification Engines

Multi-channel push infrastructure via self-hosted ntfy that wakes locked devices and overrides DND.

Dynamic Payment Systems

Reverse-engineered EMV merchant UPI QR code generation with automated CRC verification.

9:41AI Workflows●●●
System Arch

Multi-Role Sync

Node.js · Socket.io · Supabase

📱Customer PWA / Android TWAActive
🖥️Admin live order SLA consoleRealtime
🛵Rider GPS tracking roomStreaming
💳Dynamic EMV UPI / CashfreeIntegrated

SQLite WAL & PostgreSQL RLS

Encrypted Mobile Apps & Intelligent Automation

High-security mobile applications with client-side cryptography and enterprise n8n workflow automation pipelines.

Zero-Knowledge Mobile Vaults

Client-side encrypted SQLite storage using SQLCipher AES-256 and biometric authentication in Flutter.

DOM Heuristic Autofill

Custom JavaScript engines injected into WebViews to automate complex multi-step web forms.

Autonomous n8n Workflows

Self-hosted workflow automations connecting CRMs, payment webhooks, and AI classifiers.

9:41AI Workflows●●●
Mobile & Ops

Security & Automation

Flutter · SQLCipher · n8n

🔒SQLCipher AES-256 local databaseEncrypted
🌐WebView DOM heuristic injectionAutofill
🔄n8n webhook business pipelines24/7
📦Google Play Store releaseAlpha Track

Play Billing & ProGuard Secured

Flagship Production Systems

Real-world software engineered end-to-end — from low-latency voice pipelines to full-stack CRMs and encrypted mobile apps.

Flagship Project

Real-Time Voice AI Phone Ordering Agent

An ultra-low latency conversational AI voice assistant answering live phone calls, conducting multi-turn food ordering in Hindi/English, and executing real-time catalog lookups and automated cart building.

FastAPIWebSocketsDeepgram STTSarvam AIElevenLabs TTSTwilio / ExotelPython
  • ●Achieved sub-400ms end-to-end roundtrip latency over telephone lines using streaming WebSockets and async event loops
  • ●Integrated Sarvam AI Indic STT with custom phonetic consonant-matching algorithms for Hindi and regional food terms
  • ●Constructed an automated 10-call evaluation test harness (gate6.py) validating pricing and order integrity against a 221-dish catalog
  • ●Designed an inverted fail-safe human handoff architecture ensuring zero dropped customer calls on unexpected edge cases
View Live
9:41AI Workflows●●●
Voice AI Agent

Live Phone Call

Real-time ordering · Sub-400ms

📞Customer: "Ek butter chicken aur do naan"
🎙️Sarvam STT: Phonetic match [batar_chikan]Parsed
🤖VoiceBot: 1 Butter Chicken, 2 Butter Naan added — ₹380
✅Order validated against menu.json (221 items)Success

FastAPI + Deepgram + ElevenLabs

Flagship Project

Mirch Masala — Restaurant Operating System & Real-Time CRM

A full-stack 4-role restaurant operating platform comprising a Customer PWA, Admin Order Management Dashboard, Delivery Rider Live GPS Console, and Telegram Operations Bot.

Node.jsExpressSocket.ioSQLite WALDynamic EMV UPIDocker / CaddyGoogle Play
  • ●Engineered a 5-stage SLA state machine with real-time bi-directional Socket.io broadcasting across all client roles
  • ●Built a priority-5 loud alert notification engine via self-hosted ntfy designed to ring locked phones and override Do Not Disturb
  • ●Implemented dynamic EMV merchant UPI QR code generation with automated CRC checksum computation and Cashfree webhook verification
  • ●Deployed on Hostinger VPS behind Caddy with an Android Trusted Web Activity (TWA) submitted to Google Play Closed Testing
View Live
9:41AI Workflows●●●
Restaurant OS

Order Tracking & SLA

5-min confirmation promise

🛎️Order #2049 received & stage deadline set2:00 SLA
📲Admin alert push delivered via ntfyAcknowledged
💳Merchant EMV QR paid via UPIVerified
🛵Rider GPS ping received · DispatchedLive Track

mirchapp.ai-workflows.cloud

Flagship Project

FormFiller — Privacy-First Form Autofill & Encrypted Vault

A secure mobile utility app featuring a client-side zero-knowledge encrypted storage vault and an intelligent DOM heuristic engine via injected JavaScript to auto-fill multi-step government exam and job application forms.

FlutterDartSQLCipherAES-256In-App BillingGoogle Play Console
  • ●Architected client-side zero-knowledge encrypted storage using SQLCipher (AES-256) with biometric and PIN authentication
  • ●Engineered a WebView DOM heuristic engine via injected JavaScript that automatically maps personal vault data to complex exam application fields
  • ●Integrated Google Play In-App Billing for automated recurring monthly subscriptions
  • ●Configured full Android release pipelines, ProGuard optimization, and published to Google Play Console Closed Testing (Alpha track)
View Live
9:41AI Workflows●●●
FormFiller App

Encrypted Vault

Zero-knowledge AES-256

🔒Personal Vault unlocked via BiometricsActive
📄Education & Certificate tokens loadedDecrypted
⚡State Exam Portal form detectedTarget
✨18 form fields auto-filled in 1 tapComplete

Google Play Closed Testing

The Perfect Mart & Riddhi Sidhi Lab — Full-Stack Cloud Platforms

High-velocity production web platforms engineered for commercial clients, featuring quick-commerce ordering with live cart state and diagnostic medical lab booking with secure report distribution.

TypeScriptReactSupabasePostgreSQLRLSREST APIs
  • ●Quick-commerce grocery ordering platform with live Supabase PostgreSQL backend and automated order state transitions
  • ●Diagnostic laboratory booking system with test scheduling, report tracking, and role-based staff/patient access control
  • ●Designed relational database schemas with optimized indexing and Supabase Row-Level Security (RLS) policies
  • ●Full project lifecycle execution: UI/UX design, frontend build, backend database setup, and production hosting
View Live
9:41AI Workflows●●●
Client Platforms

Quick-Commerce & Lab

Supabase + PostgreSQL

🛒The Perfect Mart: Live cart & checkoutLive
🧪Riddhi Sidhi Lab: Test booking activeLive
🛡️Row-Level Security (RLS) enforcedProtected
📊Real-time order & report updatesSynced

github.com/aiworkflows007-ai

Founder & Technical Credentials

Deep foundational CS knowledge combined with 4+ years of high-scale consumer product execution.

Ashok Kumar

Founder & Lead AI Engineer

GATE CS qualified. 4+ years product execution at Verse Innovation (Josh App / Dailyhunt). Architect of Voice AI pipelines & multi-role platforms.

Voice AI & Telephony

Streaming Audio & WebSockets

Specialized in sub-400ms speech-to-speech pipelines, Deepgram STT, Sarvam Indic phonetics, and ElevenLabs TTS.

Full-Stack & Cloud Systems

FastAPI, Node.js & Supabase

Builds event-driven backends, SLA state machines, SQLite WAL & PostgreSQL RLS architectures, and Docker/Caddy infrastructure.

CS Rigor & Quality

GATE CS & Automated Evals

Applies deep algorithmic and database theory to eliminate LLM hallucinations, silent logic bugs, and system latency bottlenecks.

Frequently Asked Questions

Ask us anything!

ashokkumar1112.ch@gmail.com+91 7999614511

<400ms

Speech-to-speech Voice AI latency over live phone lines.

4+ Years

Product execution serving millions of DAUs (Josh App / Dailyhunt).

GATE CS

Qualified in CS & IT with rigorous foundational depth.

Looking for a High-Velocity AI & Product Engineer?

Whether you need a low-latency Voice AI agent, a multi-role web platform, or an encrypted mobile application, let’s build production-grade software together.

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