Looking for an AI Assistant that can help you with your business?

I Build Chatbots That,

Production AI assistants built with RAG, LLMs, agentic workflows, and voice — not scripted FAQ bots.

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Chat with Genie - Custom AI Assistant

Build on top of RAG, LLMs, and Custom Knowledge Base

Core skill set

What I build in conversational AI

From website assistants to enterprise RAG agents and voice booking — end-to-end delivery across models, retrieval, and production backends.


AI Chatbots & Conversational AI

Production chatbots that handle real customer journeys — not demo scripts.

  • Custom AI chatbots & website assistants
  • Customer support & FAQ automation
  • Multi-turn conversations & context management
  • Lead-generation chatbots
  • Intent recognition & flow design
  • API-connected assistants & human handoff

LLMs & Generative AI

Model integrations with guardrails, structured outputs, and reliable tool calling.

  • OpenAI GPT, Claude, Gemini
  • Azure OpenAI & AWS Bedrock
  • Prompt & context engineering
  • Structured JSON outputs
  • Function / tool calling
  • Hallucination reduction & LLM guardrails

RAG & Knowledge Assistants

Grounded answers from your docs, site content, and internal knowledge bases.

  • Retrieval-Augmented Generation (RAG)
  • Document ingestion, chunking & embeddings
  • Semantic search & vector databases
  • Qdrant & Supabase Vector Store
  • Knowledge-base & document Q&A
  • Retrieval optimization

Agentic AI & Workflows

Multi-step agents that call tools, APIs, and workflows with human-in-the-loop controls.

  • LangChain, LangGraph, LlamaIndex
  • Custom AI agents & orchestration
  • External API integrations
  • Workflow state & agent memory
  • Task automation & validation
  • Human-in-the-loop approval patterns

AI Voice Agents

Real-time voice conversations for booking, reception, and support.

  • Conversational voice assistants
  • AI phone receptionists
  • Appointment booking & rescheduling
  • Twilio & ElevenLabs integrations
  • Speech-to-text & text-to-speech
  • Google Calendar–connected voice flows

Backend, Frontend & Deployment

Full delivery stack from APIs to production cloud deployments.

  • Python, FastAPI, Django, Flask
  • React, Next.js, TypeScript
  • REST APIs, webhooks, PostgreSQL, Redis
  • Celery, Docker, AWS Lambda
  • API Gateway & cloud deployment
  • Monitoring & production support
Our Recent Projects

Chatbot & LLM projects

Highlighted proof of delivery — we have built and deployed conversational AI for different clients, from brand websites to enterprise knowledge teams and appointment-driven businesses.

Brand websites Enterprise knowledge teams Appointment-led businesses Ops & content-heavy teams
Client delivery · RAG Chatbot

SiteXpert — AI Website Assistant

We have developed SiteXpert for well-known brands

to turn their websites into 24/7 sales and support assistants — ingesting site content, answering with RAG, capturing leads, and connecting to CRM workflows.

  • Deployed for brands that need always-on website support
  • Site-aware answers from pages, FAQs, and product content
  • Lead capture inside the chat (email, intent, budget)
  • Embeddable widget with live demo available
RAG OpenAI Vector DB Web Speech API TTS JavaScript Python
Live demo Chatbot projects
Client delivery · Agentic AI

Enterprise Agentic AI & RAG Assistant

We have built enterprise RAG agents for organizations

that need grounded answers from internal knowledge — policies, product docs, and ops data — with tool calling, API orchestration, and human-in-the-loop controls.

  • Delivered for teams with large document / knowledge bases
  • Semantic search + retrieval over private content
  • Tool/API calling for real actions, not just chat
  • Designed for multi-department enterprise use
LangChain LangGraph OpenAI Claude RAG Vector DB Python FastAPI
Upwork case study Related RAG projects
Client delivery · Voice AI

AI Voice Booking Assistant

We have delivered voice booking agents for client teams

that want phone or voice channels to handle inquiries, check calendar availability, and book or reschedule appointments without a human receptionist on every call.

  • Built for businesses with appointment-heavy workflows
  • Real-time STT / TTS conversation handling
  • Google Calendar availability and booking
  • LLM-orchestrated voice flows with handoff options
Twilio ElevenLabs STT TTS LLM Google Calendar Python
Demo recording
Client delivery · Automation

n8n RAG Workflow Automation

We have automated knowledge pipelines for clients

who keep docs in Google Drive — ingesting files, generating embeddings, storing vectors in Supabase, and answering questions without manual ops every time content changes.

  • Built for teams that update docs frequently
  • Drive → embeddings → vector store → AI reply
  • Reduces manual knowledge-base maintenance
  • Screenshots and workflow docs available on request
n8n OpenAI Embeddings Supabase RAG Google Drive
Portfolio documentation and workflow screenshots available on request.
Omnichannel

Where the chatbot lives

One AI brain — connected to the channels your customers already use: website, WhatsApp, Instagram, Telegram, Messenger, Slack, and voice.

Website Widget

Embeddable chat bubble with site-aware RAG, lead capture, and brand styling.

Content ingestion Lead forms Multi-page context Human handoff

WhatsApp

Business API chatbots for support, orders, booking, and proactive notifications.

Twilio / Meta API Media messages Session memory CRM sync

Instagram DM

Auto-reply to DMs and comments — product FAQs, lead capture, and handoff.

Meta Graph API Comment → DM Catalog replies Qualification

Telegram

Bots with inline keyboards, commands, and API-connected workflows.

Bot API Inline menus Webhooks Group assistants

Facebook Messenger

Page inbox automation with LLM replies grounded on your knowledge base.

Page messaging Quick replies Handover protocol Tags

Slack / Teams

Internal knowledge assistants for employees — docs, policies, and ops tools.

Slash commands Thread context Tool calling SSO-ready

Voice / Phone

AI phone receptionists and booking agents with STT, TTS, and calendars.

Twilio Voice ElevenLabs Calendar Call transfer

Custom API / App

Headless chatbot APIs for mobile apps, portals, and partner integrations.

REST / WebSocket Auth Multi-tenant Observability
Built for your sector

What kind of chatbot do you need?

Tell us your industry — we map the chatbot to the parameters your customers actually ask about.

Are you a real estate company?

Want a chatbot that helps buyers and renters find the right property ?

Parameters we typically wire into the assistant:

  • Property listings by location, type & BHK
  • Price range, EMI estimates & availability
  • Site visit / viewing slot booking
  • Brochure & floor-plan sharing
  • Lead capture (budget, timeline, contact)
  • WhatsApp / website follow-ups
Discuss this use case
Are you a healthcare provider?

Want a chatbot that guides patients before they call the front desk?

Parameters we typically wire into the assistant:

  • Doctor / specialty search
  • Appointment booking & rescheduling
  • Clinic / hospital location & timings
  • Symptoms triage FAQ (non-diagnostic)
  • Insurance / OPD process answers
  • Prescription refill & report pickup info
Discuss this use case
Are you in pharma or life sciences?

Want a chatbot that answers product and compliance questions safely ?

Parameters we typically wire into the assistant:

  • Product / molecule information
  • Dosage & usage FAQs (approved content only)
  • Distributor / stockist locator
  • Order status for B2B partners
  • Document Q&A over SOPs & MSDS
  • Guardrailed replies + human escalation
Discuss this use case
Are you an e-commerce brand?

Want a chatbot that sells, supports, and recovers carts around the clock ?

Parameters we typically wire into the assistant:

  • Product discovery & recommendations
  • Size, stock & pricing questions
  • Order tracking & returns policy
  • Coupon / offer guidance
  • Cart recovery nudges
  • Instagram DM + website widget sync
Discuss this use case
Are you a restaurant or food brand?

Want a chatbot that takes orders and answers menu questions instantly ?

Parameters we typically wire into the assistant:

  • Menu browsing & dietary filters
  • Price, combos & today’s specials
  • Table reservation / waitlist
  • Delivery area & ETA checks
  • Allergy & customization notes
  • WhatsApp ordering support
Discuss this use case
Are you a bakery or cloud kitchen?

Want a chatbot that handles custom cake orders and daily inventory ?

Parameters we typically wire into the assistant:

  • Cake / pastry catalog with photos
  • Custom cake quotes (size, flavor, theme)
  • Pickup & delivery slot booking
  • Same-day availability checks
  • Bulk / corporate order intake
  • Reminders for seasonal specials
Discuss this use case
Currently working at
Yudiz Solutions Sr. AI Engineer · Tech Lead · Full Stack Engineer & Solution Architect
Yudiz Solutions
MNCs I've worked with on contract basis
Other companies I’ve worked with on contract basis
MS MSol Technologies BC Blazeclan CO Coditas HX Hurix Digital LI LinkageIT + many more
Positioning

Ayaz Saiyed M.

8+ years experience AI Tech Lead Solution Architect Enterprise + startup delivery

I’m an AI Tech Lead & Solution Architect with 8+ years of experience developing AI-powered applications, conversational assistants, autonomous AI agents, and scalable backend systems.

Core expertise spans custom AI chatbots, LLM integration (OpenAI, Claude, Gemini), LangChain/LangGraph, RAG pipelines, vector databases, prompt engineering, function calling, AI voice agents (Twilio, ElevenLabs), and production Python stacks with FastAPI, Django, React, PostgreSQL, Redis, AWS, and Docker.

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Full AI / Python capabilities Chatbot project catalog LLM projects RAG projects Upwork profile GitHub
Introduction
Sr. AI Engineer · Tech Lead · Full Stack Engineer & Solution Architect
Open on YouTube

Need a chatbot, RAG assistant, or voice agent?

Share your use case — I’ll map the right LLM, retrieval, and integration approach for production.

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