AI Chatbot Developer & Automation Specialist building production RAG systems, voice booking agents, and automated CRM pipelines for US/UK businesses and SMEs. Scalable AI engineering at $17/hr or transparent fixed packages from $50.
Test production AI tools live in your browser right now. Built with Groq Llama 3.3 70B, real vector document retrieval, and automated CRM APIs.
An enterprise support assistant that retrieves context from internal SaaS policy documents and cites exact source IDs (e.g. DOC-01). Refuses to make up answers outside the knowledge base.
Simulates real-time inbound AI sales qualification call. Asks qualification criteria (budget, timeline, role), verifies availability, and books calendar appointments automatically.
Automated workflow that ingests raw lead data, scores purchasing intent with LLM analytics, updates HubSpot/GoHighLevel CRM stages, and triggers tailored email sequences.
Floating AI assistant embedded across all pages. Answers questions about Sumair's skill set, pricing model, project availability, and past client deliverables in real time.
From LLM fine-tuning to no-code automation pipelines — I work across the full AI engineering stack.
Building, fine-tuning, and deploying large language models for production — RAG systems, prompt engineering, and chain-of-thought pipelines.
Intelligent conversational agents with custom knowledge bases, multi-turn memory, and seamless CRM or backend integrations.
Eliminating manual processes with intelligent automation — from lead qualification to multi-step business workflows connecting dozens of tools.
Python-first AI systems — NLP pipelines, signal processing, ML model deployment, and speech feature extraction using MFCCs.
Automating sales and marketing workflows with CRM integrations, data hygiene pipelines, and real-time sync between business tools.
Identifying high-ROI automation opportunities, selecting the right AI tools, and designing implementation roadmaps that actually ship.
Structured, async-friendly, and outcome-driven from day one.
I start by understanding your business workflow, pain points, and success metrics — not just your feature wishlist.
Clear proposal with timeline, tech stack, deliverables, and pricing — no ambiguity. You know exactly what you're getting and when.
Daily or milestone-based progress updates. I flag risks early and document everything as I go.
Full testing, clean documentation, and a walkthrough session. 7-day post-delivery support included.
Clear, honest rates tailored for US/UK businesses on Upwork and SMEs on LinkedIn. No hidden surprises.
Agile AI engineering, LLM prompt tuning, workflow debugging, and ongoing advisory support.
Single-purpose automation workflows that eliminate repetitive daily tasks.
Custom-trained AI chatbots powered by your documents with zero hallucination guarantee.
Full-scale multi-agent AI ecosystems, voice agents, and complex CRM pipelines.
AI, automation, geopolitics, and the systems shaping the world — explored through a structured lens.
A practical decision framework for choosing the right knowledge retrieval approach for your chatbot's actual use case.
A no-hype comparison of the three major workflow automation platforms — with real project context and a clear recommendation matrix.
Semiconductor supply chains, LLM sovereignty, and the quiet battle for AI infrastructure dominance — a systems-level analysis.
Everything you need to know about hiring an AI Engineer, custom RAG knowledge bases, voice agents, and CRM pipeline automation.
I build custom AI solutions for US, UK, and international businesses, including zero-hallucination RAG (Retrieval-Augmented Generation) knowledge bases, real-time AI Voice Booking Agents for appointment scheduling, GoHighLevel (GHL) CRM pipeline automation, automated lead scoring systems, and custom LLM integrations using n8n, Make, Zapier, Python, and JavaScript.
RAG (Retrieval-Augmented Generation) connects your AI chatbot directly to a vector database (such as Pinecone or ChromaDB) containing your business's verified documents, manuals, and FAQs. When a user asks a question, the bot performs semantic vector search to retrieve accurate source context before generating an answer—citing references and ensuring zero unverified claims.
An AI Voice Booking Agent is a conversational voice bot that answers inbound calls, interacts naturally using low-latency text-to-speech and automatic speech recognition (ASR), qualifies potential clients, and books appointments directly into your Google Calendar or GoHighLevel (GHL) CRM.
Yes! I create custom webhook listeners, REST APIs, and automated triggers in GoHighLevel (GHL), HubSpot, and custom databases to instantly score leads, categorize inquiries, assign sales reps, and trigger automated follow-ups via SMS and email.
Most custom AI chatbots, RAG vector systems, and CRM pipeline automations are developed, tested, and fully integrated into production within 1 to 2 weeks. Production-ready prototypes can often be delivered in as little as 3 to 5 days.
Have an automation challenge or AI project in mind? Let's talk about what's possible.
AI chatbot development, workflow automation, LLM integrations, and AI consulting engagements. I work remotely with clients globally.
Usually responds within 24 hours