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Ayaan Motiwala — AI Engineer & AI Builder from Surat

Ayaan Motiwala

Self-taught AI engineer from Surat, shipping production AI systems for clients across the US and Europe.

What I Can Do For You

I’m a developer and AI builder — I turn half-baked ideas into shipped products that real users (and a real billing dashboard) can handle.

Production multi-LLM systems, RAG pipelines, and agents that survive real users — not demos that break on question #3.

// the stack I ship with

LangChainNext.jsFastAPIn8npgvectorOpenAITwilioTypeScriptMake

Shipped fast like a hacker, reliable like an engineer.

About Me

Hi, I’m Ayaan — an AI engineer from Surat, India. Self-taught, production-obsessed, and shipping real AI systems for clients across the US and Europe. I build multi-LLM pipelines that don’t blow the budget, AI voice calling agents for live calls, n8n and Make automations that run entire back offices, and RAG-powered chatbots over real business data.

2+
Years shipping AI
10+
Projects shipped
3
LLMs in production

Based in

Surat, India

Ayaan Motiwala

3

voice agents on live calls

~60%

LLM cost cut for a client

12+

automations in production

20+

hrs/week given back to a team

// what i build for clients

Core services

Lead with the offer. Each of these is a thing I've shipped to production — not a capability slide.

Multi-LLM Systems

A model router that picks the right LLM per task — so you stop paying GPT-4 prices for jobs a faster, cheaper model handles just as well.

Learn more

Voice AI Agents

AI that answers and makes real phone calls — handles the full conversation, books the appointment, qualifies the lead, and hands off cleanly when it should.

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Automation (n8n / Make)

The repetitive 20-hours-a-week ops work — running quietly in the background while your team focuses on the stuff that actually needs a human.

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RAG & Chatbots

Retrieval that actually returns the right chunk — not a demo that looks great until question #3 breaks it.

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AI API Integrations

Wiring LLMs, tools, and your existing product together — the unglamorous plumbing that makes an AI feature actually ship.

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FastAPI LLM Backends

Serving LLMs in production with FastAPI — streaming, auth, rate limits, and observability built in. Not a script that dies under real load.

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Design to Development

Your Figma file isn’t a website yet. I turn finished designs into clean, pixel-accurate, production-ready code — responsive, maintainable, and ready to ship.

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SaaS Building

You have an idea and a Notion doc. I turn that into a working, deployed product — scoped tightly, built properly, and ready for real users from day one.

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AI Consultation

One hour, your idea, and someone who’s actually shipped this stuff in production. Walk away with a clear direction — not more questions.

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// selected work

Things I've actually shipped

Real problems, real failure modes I fixed, real numbers. Each one opens a full case study.

ScopeCreep — AI Scope Document Generator project coverAI

ScopeCreep — AI Scope Document Generator

AI Engineer + Designer · solo build

Write one line, get a full client-ready PDF scope document. Built for freelancers and solo devs who are tired of scoping projects by hand.

Scope documents that took 2 hours, done in under 60 seconds

OpenAIGPT-4FastAPINext.js
AI WhatsApp Business Chatbot project coverAI

AI WhatsApp Business Chatbot

AI Engineer · client build

End-to-end WhatsApp AI chatbot for a business client. Handles customer queries, bookings, and FAQs without a human in the loop.

80% of incoming customer messages handled without human involvement

WhatsApp Business APIOpenAIFastAPITwilio
AI Voice Calling Agent project coverVoice

AI Voice Calling Agent

AI Engineer · solo build

A voice AI agent that handles inbound and outbound calls, qualifies leads, and routes conversations intelligently — without a single human on the line.

Full call conversations handled end to end with sub-second response latency

TwilioVapiGPT-4oElevenLabs
Multi-AI RAG Accounting System project coverAI

Multi-AI RAG Accounting System

AI Engineer · solo build

A RAG-powered accounting assistant that lets users query their financial data in plain English. Invoices, expenses, and reports, all searchable via AI.

Financial data lookups that took minutes now happen in seconds

OpenAIpgvectorPostgreSQLFastAPI
LogFeed project coverSaaS

LogFeed

Founder · solo build

Visit logfeed.site for the full product details, features, and what it does.

Launched — built, designed & shipped solo

Next.jsFastAPIOpenAI
Klaro project coverSaaS

Klaro

Founder · solo build

Visit getklaro.site for the full product details, features, and what it does.

Launched — built, designed & shipped solo

Next.jsFastAPIOpenAIPython

// the north star: your project, shipped

Have an AI project in mind?

Book a free 30-minute consultation. No slide deck — I’ll tell you straight if it’s worth building, and roughly what it takes.

Booking 2 projects for Q3 2026

// things i'm building for myself

Startups & products

The stuff I build when I'm not building for clients — usually solving a problem I hit on a client project.

Logfeed product cover

Logfeed

Launched

Founder & sole engineer

Turns raw GitHub commits and build notes into polished product updates for X, LinkedIn, changelogs, and investor reports. Stop writing your own build updates.

Klaro AI product cover

Klaro AI

Launched

Founder & sole engineer

An embeddable AI customer support agent for any website. 10-minute setup, multilingual, auto ticket creation, and a clean admin dashboard. One-time payment, no subscription ever.

ScopeCreep product cover

ScopeCreep

Coming soon

Founder & sole engineer

Write one line and get a full client-ready PDF scope document. Built for freelancers and solo devs who are tired of scoping every project from scratch.

FastAPI AI Kit product cover

FastAPI AI Kit

Under development

Founder & sole engineer

An opinionated production starter for shipping LLM backends with FastAPI. Streaming, auth, rate limits, and observability wired in from day one. No notebook-that-escaped energy.

// the toolkit

Technical skills

Not a wall of logos — the actual tools I reach for, grouped by what they do.

AI / ML

LangChainRAGEmbeddingsAI agentsPrompt engineeringOpenAIAnthropicMulti-LLM routing

Automations

n8nMakeWebhooksZapierCron jobsEvent pipelines

Frontend

ReactNext.jsTypeScriptTailwind CSSFramer Motion

Backend

FastAPINode.jsPythonREST APIsStreamingBackground jobs

Databases

PostgrespgvectorRedisPineconeChroma

// how working with me actually goes

No slide deck. We get on a call.

Four steps, plain language. You always know what happens next and what it costs.

  1. 01

    Scope call

    30 minutes, free, no slide deck. We get on a call and I tell you if it’s even worth building.

  2. 02

    Build sprint

    Weekly demos. You see real progress, not a status doc — and you can course-correct before it’s expensive.

  3. 03

    Ship + handover

    Docs, a walkthrough, and the keys. You own the code. No lock-in, no "only Ayaan can touch it".

  4. 04

    Support

    30 days of fixes included. After that, a light retainer if you want me on call — your choice.

// the path here

From PHP intern to AI engineer

Self-taught out of Surat. The diploma was the start line — everything AI came after, on my own time.

  1. Freelance AI Developer & Automation Specialist

    Current

    Self-Employed / Upwork2024 — Present

    • Building and shipping AI-powered products for clients globally — WhatsApp chatbots, voice calling agents, and multi-LLM RAG systems
    • Designing n8n and Make automation workflows that eliminate manual work for businesses across various industries
    • Shipped 10+ projects ranging from AI accounting systems to Islamic knowledge assistants and real estate websites
  2. PHP Developer Intern

    Dominant InfotechMay 2025 — Jul 2025

    • Focused on backend development and database management using PHP and MySQL
    • Handled CRUD operations and integrated frontend interfaces with backend logic
  3. Frontend Developer Intern

    Zypac InfotechJun 2024 — Jul 2024

    • Built responsive web interfaces using HTML, CSS, and JavaScript
    • Gained hands-on experience in frontend development and UI design best practices
  4. Diploma in Computer Engineering

    Tapi Diploma Engineering College, Surat, India2023 — 2026

    • Foundations: programming, systems, and the engineering basics I still use daily
    • Self-taught everything AI on top of this — the diploma was the start line, not the finish

// the receipts

Selected outcomes

Real results from real projects, anonymized while client quotes are still being collected. No invented logos — that would be the opposite of the point.

~40% handle time

Rebuilt the support flow as an AI voice agent. Handle time on covered calls dropped about 40% and after-hours calls stopped going to voicemail.

Local services SMB

~60% cost cut

A 3-model router replaced "send everything to GPT-4". The bill dropped roughly 60% in the first cycle with no quality regression on graded tasks.

Series-A SaaS, US

20+ hrs/week

A dozen n8n + Make workflows took over the manual back-office shuffle and gave the team back more than 20 hours a week.

Bootstrapped startup

// before you ask

Questions I get a lot

Constantly. You don’t need to know what RAG is — that’s my job. You need to know the problem you’re trying to solve. I translate the rest.

// the build notes

1–2× a month

Notes from the build

No “AI news roundup” spam. Just what I learned shipping the thing — what broke, what fixed it, and the occasional 2am diagram.

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