I am an AI engineer, architect and consultant. I build production AI systems that automate workflows, process documents and replace manual operations using LLMs, RAG and AI agents. I work across the full stack as an ai developer: from prototyping to architecture. My background spans machine learning, computer vision and data scientist work which means I understand both the research side and what it takes to ship working product. As a software engineer at heart I care about clean, modular systems that actually hold up in production. Core Expertise • LLM integrations: OpenAI API, Claude API, Gemini API • RAG systems: LangChain, LangGraph, LlamaIndex • AI Agents & multi-agent workflows • Vector databases & semantic search • FastAPI backend development • Google Vertex AI • Workflow automation (n8n, Make, Zapier) • Telegram & custom AI bots • OpenClaw assistants ⸻ What I Build • AI-powered SaaS applications • enterprise internal AI assistants • RAG knowledge-base chatbots • autonomous AI agents • document processing and extraction systems • AI workflow automation • custom GPT-powered platforms •. OpenClaw assistants ⸻ Technical Stack: Languages: Python Frameworks: FastAPI, LangChain, LangGraph, LlamaIndex LLMs: GPT-4/4o, Claude, Gemini Cloud: Google Vertex AI Architecture: RAG pipelines, vector search, API-first systems ⸻ How I Work • Clear system design before coding • Focus on business outcome (not just models) • Modular, scalable backend architecture • Production-ready delivery A few recent projects 1.I built a RAG knowledge base with LLMs and vector search for an enterprise platform that replaced their manual internal support and made knowledge retrieval instant. 2. For a finance team, I built a document pipeline using Gemini, OCR and SAP integration that automated invoice extraction from end to end. No more manual data entry. 3.I developed an autonomous AI agent that handled email processing, OCR extraction and invoice reconciliation — a fully automated finance workflow that previously required a person. 4. I also built a GPT-4 chatbot for client communication across multiple channels, which increased booking conversion and cut down admin time significantly. 5.For IMK, I built a secure internal assistant using Vertex AI and Gemini so employees can now query internal company data using plain language. all attached to the portfolio here, so you read even more. Need consultation or anything else from the list above, get in touch.

🎁 A 100% refund if I set the wrong expectation and can’t deliver. No questions asked! ✅ I employ Agentic Development via Claude, Cursor, & Antigravity and deliver a week's work in a day. ✅ I'm fluent in english speaking & writing, I will come on Zoom/Meet without any problems or hesitations for demos & progress updates. I have extensively worked with European clients (Netherlands, Spain, Latvia, and France) and built GDPR and HIPPA-complied apps including stunning.so (seed-funded) and bridge2people.com (bootstrapped). I have also refactored countless vibe-coded apps including maxout.ai and xeko.ai. I have also done migrations for platforms with huge active user bases in production, for example dadohr.com which is an HR automation platform based in US. So I have about 7 years of practical experience working with legacy code and huge technical debts in production apps. Being the founder of grandeur.dev and have raised a quarter million dollars from Alchemist Accelerator and Hustle Fund, I have the knowledge and expertise to take an idea to a product that thousands of people love. Grandeur is an extremely ambitious project, AND MY BRAINCHILD and you can access it at console.grandeur.dev. My bias is toward production reliability: clear error handling, logging, rate‑limits, and clean APIs that are easy to test and extend by later developers. I value time above everything else and I won't waste yours by being delusive about my skills and competencies. Hit me a text about what you need, I try to respond within the hour! Within a day of finalizing your requirements, I'll send you a formal proposal highlighting strategy, core tech stack, timeline, and total cost. ✅ MY SKILLS ◆ I have built single and multi-agent workflows with LangChain/LangGraph orchestration, tool‑calling with MCP, RAG pipelines (chunking, hybrid search, reranking) with Pinecone, Chroma, and pgvector, and knowledge graph retrieval (Neo4j/TigerGraph). ◆ I have built reasoning and planning agents with ReAct, Tree‑of‑Thought, and LangGraph workflows with guardrails through prompt shields, LlamaGuard, and PII/policy filters. ◆ I've also built real‑time voice agents (Vapi/Twilio/WebRTC) with STT/TTS, dialog management, and slot‑filling. ◆ I have worked with MERN stack for frontend and backend development for more than 7 years. I have 4+ years of building Agentic AI systems. ◆ I've worked with ReactJS, Javascript, HTML5, CSS, Bootstrap, TailwindCSS for Frontend development ◆ I've worked with PostgreSQL, MySQL, MongoDB, Redis, Memcache, for the database caching and queuing. ◆ I have integrated different payment gateways such as Stripe and 2checkout, Braintree, authorize.net, Paddle, Cryptomus, GooglePay, Apple Pay, and many others. ◆ I've deployed applications on Linode server, Digital Ocean, Elastic Beanstalk, Heroku, Google Cloud servers, EC2, and EKS. ◆ I've Integrated lots of 3rd party APIs like Google Maps, BitGo, Skyscanner, Google Finance, LinkedIn, DocuSign, Twitter, and many more. I've deep knowledge to work with the latest technologies. ◆ I have done several on-chain analysis projects with CoinGecko, DexTools, DexScreener, Covalent, GoldRush, BitQuery, deployed Indexer nodes for deep analysis and done Web3 wallet integrations with Cryptomus. ◆ I have built social and crypto bots for X, Telegram, Whatsapp, Slack, and Discord. ◆ I've broken monoliths architectures into microservices using Redis or Kafka at the core, and Kubernetes to manage the cluster. ✅ MY TECK STACK ◆ Frontend: React, Tailwind, Next, Radix UI, Shadcn/ui,. ◆ Backend: Express.js, MongoDB, Node.js, Nest.js, Postgres, Redis, Kafka, BullMQ, RabbitMQ. ◆ No Code: Webflow, Retool, Bubble, Framer, Grafana. ◆ LLM: OpenAI GPT, GPT4o, Claude, Meta Llama, Google Vertex, ChromaDB. PineconeDB, LangChain, LangGraph, OpenManus, Neo4j, Graphiti, Pydantic AI, AI agents, prompt engineering, Local AI: Ollama, OpenRouter ◆ DevOps (CI/CD): Kubernetes, Cloud build, Nginx, GitHub Actions. Vercel, Jenkins, Bamboo ◆ Documentation: Docusaurus, Nextra. ◆ Protocols: REST, gRPC, WebSockets, GraphQL, OAuth, OAuth2.0. ◆ Analytics: PostHog, Google Analytics, Mixpanel, Moesif, June. ✅ THREE REASONS WHY YOU SHOULD CHOOSE ME ◆ I will communicate frequently and do project check-ins so you know the progress of my work every step of the way. ◆ I'll work till the end and after to ensure that your platform is not just developed but lasts the test of time. ◆ I will never have you feel that I am burning through your time or cash. I'm always interested in connecting with new people. Feel free to reach out to me for any queries or consultations even if you don't have any formal requirements yet! You can come to me with a problem and I'll help you architect the solution. Let's get in touch!

I'm Rahil Wazir, an AI Automation Engineer and AI Agent Architect with 7+ years of experience building AI agents, AI SaaS products, voice AI systems, RAG applications, MCP servers, and business automation solutions. AI Agents & MCP OpenClaw, LangChain, LangGraph, CrewAI, AutoGen, OpenAI Agents SDK, Google ADK, Agno, Mastra, PydanticAI, Smolagents, Anthropic Agent SDK, Semantic Kernel, Letta, Haystack, DSPy, MetaGPT, MCP Servers, A2A Protocols. Voice AI & Chatbots Vapi, Retell AI, Bland AI, Synthflow, ElevenLabs, Twilio, Deepgram, AssemblyAI, Hume AI, WhatsApp, Telegram, Instagram, Voiceflow, Botpress, Chatbase, Dialogflow, Rasa, Dify, Flowise, Langflow. RAG & AI Applications Pinecone, Weaviate, Qdrant, ChromaDB, FAISS, Milvus, pgvector, Supabase. Building AI copilots, knowledge bases, document AI, semantic search, PDF chatbots, and enterprise AI assistants. Automation & CRM n8n, Make, Zapier, Power Automate, Activepieces, GoHighLevel, HubSpot, Salesforce, Zoho, Pipedrive, Airtable, Notion, Slack. AI Search, GEO & AEO ChatGPT Search, Google AI Overviews, Claude, Gemini, Perplexity, AI Search Optimization, Generative Engine Optimization (GEO), Answer Engine Optimization (AEO), Semantic SEO, Entity SEO, Knowledge Graph Optimization, AI Visibility Strategy. Development Stack Python, FastAPI, Node.js, Django, Go, React, Next.js, PostgreSQL, MongoDB, Redis, Supabase, Docker, Kubernetes, AWS, Azure, GCP. I help businesses build intelligent AI agents, automate operations, deploy Voice AI systems, create AI SaaS products, and optimize visibility across AI-powered search engines. #AIAgentDeveloper #AIAgentArchitect #OpenClaw #MCP #MCPServerDeveloper #ClaudeCode #CursorAI #AgenticAI #MultiAgentSystems #AIAutomation #AIAutomationEngineer #VoiceAI #Vapi #RetellAI #ElevenLabs #RAG #RAGEngineer #GenerativeAI #LLMEngineer #LangChain #LangGraph #CrewAI #AutoGen #SemanticSearch #AIChatbot #WhatsAppBot #TelegramBot #n8n #Make #Zapier #GoHighLevel #HubSpot #Salesforce #AISaaS #Python #FastAPI #ReactJS #NextJS #Supabase #AISEO #GEO #AEO #AIVisibility #ChatGPTSearch #PerplexitySEO #ClaudeAI #GeminiAI #SemanticSEO

Hi there! I'm a dynamic and visionary AI Engineer, Consultant, CTO from Austria, with over 18 years of IT experience. I specialize in Evaluation of LLMs in various sectors. I can also assist with project management (only AI projects), and fast MVP or PoC delivery. I sometimes work and develop alone using AI coding tools. 🏆 Results-oriented, extreme ownership, and high-energy professional possessing big stress tolerance 🧘. 💡Strategic consulting, process implementations, and management that provide lasting results, leveraging Lean Startup principles. ✔️ Setting up work environments for remote teams ✔️ Agile Project Management ✔️ Product Roadmapping ✔️ QA Testing ✔️ Usability Testing ✔️ Team Leadership AI-SPECIFIC 🤖 Always up to date with the latest OpenAI, Gemini AI models and Open Source 🤖 Code (Python, LangChain, NextJS, FastAPI) 🤖 Google ADK and CrewAI 🤖 Vector Databases: Weaviate, Pinecone 🤖 LLM Evaluation & Monitoring: Langsmith, Langfuse 🤖 n8n (for no-code agents) 🤖 Staff AI training SOFTWARE DEVELOPMENT 🔧 Python, JavaScript/TypeScript 🔧 Docker 🔧 AI DevOps: Azure, AWS, Google Vertex AI 🔧 Coordination: Jira/Confluence, ClickUp, Notion, Linear, Monday.com, MS Office, Google Workspace 🕐 Availability 9am to 5pm GMT+1 🗣Native German and Bilingual English Data Governance & Security: Familiarity with data privacy regulations (e.g., GDPR) and cybersecurity best practices, crucial for handling sensitive AI data. 📌📌 Serviced 35+ SMEs globally across industries including FinTech, MarTech, and E-commerce - Achievements include ...📌📌 📌AI Consultant and Implementation - TST Prep (2024- ongoing)📌 AI solutions and evals with the OpenAI models 💲75% reduction in content production time due to LLM usage, 99% reduction in teacher essay grading time 📌 CTO and GM for a NY-based media agency - (2021 - 2023)📌 💲 Optimizing staff efficiency, Setup ClickUp + SOPs, Zoho One transition 📌 Consulting a Dubai-based investor group on State of the art in AI (2023)📌 📌 Working with Botpress and stack-ai to develop business automation📌 ✔️ 3 business automation solutions. Lead Generation, Knowledge base chatbots (2023) 📌 Working with Open Source LLMs on AWS Sagemaker Studio and Vast.ai 📌 ✔️ 4 Influencer and Love Bot creations (2023) - last one discontinued 📌 Created chatbots on Telegram and WhatsApp 📌 ✔️Launch on Product Hunt. (2023) ✔️ CTO for a blockchain-based environmental startup. (2021 - 2022) Project is on halt. ✔️ Hired, onboarded, and managed 10+ project team members to successfully develop software over 2 years for cekaso GmbH - a German software development company (2019 - 2021)

I build production-ready AI solutions that ship fast, from intelligent agents to full SaaS platforms. 🏆 TRACK RECORD: → Former CTO at BookWatch: Scaled AI-powered visual learning platform to 110k+ users (App Store & Google Play) → Built Audience Plus: AI-powered Meta Ads optimization serving 100+ e-commerce brands with 40% ROAS improvement (5.0★ Shopify rating) → 20+ AI projects delivered across ops, sales, and customer support teams → Ex-data engineer with production AI systems experience 💡 WHAT I BUILD: - AI Agents & Chatbots (GPT-5.2, Claude Opus 4.5, Gemini 3.0 Pro) - Full-Stack SaaS (Next.js 15, React 19, Node.js, Python) - Cross-Platform Mobile (React Native, Expo SDK 52) - Workflow Automation (N8N, Make, Zapier) - RAG Systems & Custom LLM Integrations 🛠 CURRENT STACK: AI/LLM: AI SDK 6, Ckaude Agent SDK, LangGraph, MCP, OpenAI Agents SDK, OpenClaw Frontend: React 19, Next.js 16, TypeScript, Tailwind Mobile: React Native, Expo SDK 54 Backend: Node.js, Python, FastAPI, PostgreSQL, Convex, Supabase Automation: N8N (expert), Make, Zapier ✅ 5+ years building AI-powered software ✅ Top-Rated on Upwork ✅ End-to-end: strategy → architecture → development → deployment 📩 Send a message to discuss your project, I respond within hours.

⭐⭐⭐⭐⭐ 100% JSS I’m a senior software engineer, AI/ML specialist, and cloud architect who builds scalable, secure, and high-performance applications. With experience as a technical lead, architect, and CTO, I combine strategic thinking with hands-on execution to deliver solutions that drive real business results. I design full-stack applications, AI-powered systems, and cloud infrastructures that handle high traffic, big data, and complex integrations with speed and reliability. Core Skills & Technologies ✔️ AI & Machine Learning – Python (TensorFlow, PyTorch, scikit-learn, LongChain) ✔️ NLP & LLMs – GPT/BERT fine-tuning, chatbots, summarization, entity recognition ✔️ Back-End – PHP (Laravel, CakePHP, YII2), C#/.NET Core, Node.js (Express/NestJS) ✔️ Front-End – JavaScript/TypeScript, Vue.js, React, Angular ✔️ Databases – MySQL, MsSQL, PostgreSQL, MongoDB ✔️ Cloud – AWS, Google Cloud, Azure ✔️ DevOps – Docker, Kubernetes, GitHub Actions, Jenkins ✔️ APIs – REST, GraphQL, AI & third-party integrations Services ✔️ Custom AI/ML model development & integration ✔️ Cloud architecture & deployment for AI workloads ✔️ SaaS/CRM/CMS Development ✔️ E-Commerce Platforms & API integrations ✔️ Automation & DevOps pipelines ✔️ Lead Generation & Web Scraping API Integrations ◽️ OpenAI & AI-driven apps ◽️ AWS (Lambda, S3, RDS, Terraform) ◽️ Google APIs (Maps, Cloud Functions, etc.) ◽️ Stripe, PayPal & payment gateways ◽️ Shopify API & E-commerce platforms ◽️ Facebook/Meta APIs Why Work With Me? I bring deep AI expertise with Python and a proven track record in enterprise-level projects, delivering solutions that are scalable, maintainable, and future-proof. Whether it’s a high-traffic SaaS platform or an intelligent AI assistant, I ensure your technology works flawlessly: and grows with your business.

1- Senior AI Engineer specializing in AI voice agents, OpenAI chatbots, OCR, Computer Vision and automated customer support systems. I build production-ready AI assistants that answer calls, handle chats, qualify leads, and integrate with CRMs. 2- Product Owner and Core Architect for AWS Bedrock–based enterprise solutions delivered as managed services. ThingSpace IoT AI Assistant, an enterprise AI platform deployed globally to support IoT operations and customer workflows for VERIZON communication worldwide. 3- Designed and implemented LLM-powered architectures using RAG, embeddings, vector databases, and fine-tuning techniques. Built enterprise AI tools including: o STAR – AI-driven incident intelligence framework that accelerates SRE ticket triage and resolution using historical JIRA data. o JenkinsGPT – LLM-driven DevOps automation assistant o Splunk AI Monitoring – Intelligent observability and anomaly detection integration o Architected secure Voice AI pipelines for automated customer interaction workflows. 4- MICROSOFT .NET ARCHITECT, React, Angular & Vue FULL-STACK developer for the healthcare, insurance and telecommunication, B2B SaaS products. Certified INSURANCE Full-Stack Developer from LOMA, SOCOTRA & FADATA Insurance providers I design AI call agents using Twilio, VAPI, Retell, and OpenAI — combining speech recognition, LLM reasoning, and text-to-speech to automate real customer interactions. Note: I build AI voice systems and conversational AI solutions. I do not provide voice acting or voice recording services. --- **What I Build** I help businesses automate customer support, lead qualification, and internal workflows using AI agents that can speak, listen, and respond intelligently. My systems handle real conversations across: • Phone calls • Websites • WhatsApp and SMS • CRM platforms --- **AI Voice Agents & Call Automation** • Twilio programmable voice AI agents • VAPI and Retell AI call assistants • Speech-to-text using Whisper or Deepgram • Text-to-speech using ElevenLabs or Amazon Polly • AI IVR systems and automated call flows • Real-time transcription and call analysis --- **AI Chatbots & Conversational Systems** • OpenAI and ChatGPT powered assistants • RAG chatbots using vector databases • Dialogflow CX and Voiceflow conversational flows • Website, WhatsApp, SMS, and Telegram chatbots • Multilingual AI assistants --- **AI Workflow Automation** • GPT-powered lead qualification systems • CRM integrations (GoHighLevel, Airtable, HubSpot) • Automated appointment booking • AI-powered customer support automation • API integrations and backend automation --- **Recent Systems I’ve Built** • AI voice support agent that answers calls, transcribes conversations with Whisper, and automatically logs data in a CRM • Healthcare triage chatbot for appointment scheduling and symptom assessment • Insurance AI assistant handling over 1,000 customer queries daily • Multilingual e-commerce chatbot with order tracking and live agent handoff • Company knowledge assistant using RAG and vector search for internal teams --- If you want to automate customer calls, support, or lead generation using AI voice agents or chatbots, I can help design and deploy a production-ready solution. Send a message and we can discuss your use case.

𝐖𝐚𝐧𝐭 𝐭𝐨 𝐬𝐚𝐯𝐞 𝟐𝟎+ 𝐡𝐨𝐮𝐫𝐬/𝐰𝐞𝐞𝐤 𝐛𝐲 𝐫𝐞𝐩𝐥𝐚𝐜𝐢𝐧𝐠 𝐦𝐚𝐧𝐮𝐚𝐥 𝐰𝐨𝐫𝐤 𝐰𝐢𝐭𝐡 𝐀𝐈 𝐚𝐠𝐞𝐧𝐭𝐬, 𝐯𝐨𝐢𝐜𝐞 𝐚𝐠𝐞𝐧𝐭𝐬, 𝐚𝐧𝐝 𝐬𝐦𝐚𝐫𝐭 𝐰𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬? Manual busywork costs you money, missed leads, slow follow-ups, and scattered data. I help founders and teams save 20+ hours every week and turn operations into a growth engine by building AI agents, voice systems, and end-to-end automations that work 24/7. I’m an AI automation expert and no-code specialist who helps businesses streamline their processes using n8n, Make.com, Zapier, and OpenAI integrations. I design smart, scalable systems powered by AI agents, human-like voice automation, and custom workflows that connect every part of your operations, from lead capture to CRM updates. ------------------------------------------------------------------------------------------- ⚙️ 𝐖𝐡𝐚𝐭 𝐈 𝐁𝐮𝐢𝐥𝐝 ➤ AI agents for sales, customer support, research, and lead generation ➤ Voice automation with human-like AI calls (Vapi, ElevenLabs) ➤ AI chatbots for Websites, WhatsApp, Slack, and Telegram ➤ CRM and marketing workflows for HubSpot, Airtable, Zoho, and Freshdesk ➤ AI content systems for video creation, social posts, and WordPress blogs ➤ Workflow pipelines for SaaS, eCommerce, and service operations ➤ Data scraping, enrichment, and API-based automation ➤ Custom GPT and multi-agent workflow design -------------------------------------------------------------------------------------------- 🚀 𝐇𝐨𝐰 𝐈 𝐖𝐨𝐫𝐤 (𝐁𝐮𝐢𝐥𝐭 𝐟𝐨𝐫 𝐑𝐎𝐈) ➤ Automation Platforms: n8n, Make.com (no-code & low-code automation) ➤ AI & Voice Tools: ChatGPT, Claude, Gemini, ElevenLabs, Vapi, OpenAI API ➤ AI Video Tools: Google Veo, Runway, Sora 2 ➤ CRM & Database: HubSpot, Airtable, GoHighLevel, Supabase ➤ Integrations & Web: Twilio, Apify, WordPress, Shopify ➤ Analyze your current process → design a lean, failure-safe workflow ➤ Ship fast with test data, retries, alerts, and audit trails ➤ Deliver complete documentation, dashboards, and easy maintenance --------------------------------------------------------------------------------------------- 💬 𝐋𝐞𝐭’𝐬 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐞 𝐖𝐡𝐚𝐭’𝐬 𝐒𝐥𝐨𝐰𝐢𝐧𝐠 𝐘𝐨𝐮 𝐃𝐨𝐰𝐧 𝐑𝐞𝐚𝐝𝐲 𝐭𝐨 𝐠𝐫𝐨𝐰 𝐟𝐚𝐬𝐭𝐞𝐫 𝐰𝐢𝐭𝐡 𝐀𝐈 𝐚𝐧𝐝 𝐧𝐨-𝐜𝐨𝐝𝐞 𝐰𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬 𝐭𝐡𝐚𝐭 𝐝𝐞𝐥𝐢𝐯𝐞𝐫 𝐫𝐞𝐚𝐥 𝐫𝐞𝐬𝐮𝐥𝐭𝐬? 𝐒𝐞𝐧𝐝 𝐦𝐞 𝐚 𝐦𝐞𝐬𝐬𝐚𝐠𝐞, 𝐥𝐞𝐭’𝐬 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐞 𝐲𝐨𝐮𝐫 𝐛𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐚𝐧𝐝 𝐦𝐚𝐤𝐞 𝐢𝐭 𝐰𝐨𝐫𝐤 𝐟𝐨𝐫 𝐲𝐨𝐮 𝟐𝟒/𝟕

⚡ Microsoft Certified AI Engineer · Top Rated Plus · 20+ years Full-Stack Development · $400K+ earned. I build production systems for SaaS, fintech, healthcare, and enterprise — across Python, JavaScript, TypeScript, Node.js, FastAPI, Laravel, React, Next.js. Systems that ship and stay shipped — not demos that stall. 🌍 Industries: SaaS · Fintech · Healthcare · E-commerce · Crypto · Enterprise ✦ Full-Stack Development — end-to-end SaaS & enterprise platforms ✦ AI Integration — Claude · GPT · Gemini · LangChain · LangGraph · MCP ✦ Machine Learning — classification, embeddings, NLP, fine-tuning, Whisper ✦ AI Chatbot Development — multi-agent, voice agents, RAG-grounded ✦ Scripting & Automation — n8n · Zapier · Make · ETL · Workflow Automation ✦ Back-End Development — FastAPI · microservices · API Integration · Kafka ✦ Front-End Development — React · Next.js · TypeScript · embeddable widgets 🏆 Why clients choose me: ✔ 29 jobs delivered · 14,640 hours · 4.9★ (32 reviews) ✔ 100% Job Success Score on Upwork ✔ Production systems clients run for years ✔ Long-term partnership mindset, fast async communication ● My dev stack: Claude Code, Cursor, Codex, Gas Town, multi-agent orchestration tooling. 🎯 Who this is for: Founders and teams investing in production AI. You want someone who ships, supports, and iterates. Long-term partnerships welcomed. 🎯 Who this isn't for: "Just plug AI into our broken workflow." Quick fixes. Legacy cleanup. If lowest rate is the deciding factor, I'm not the right fit. 👉 Message me to discuss your project — or invite me directly. What I've shipped recently: ▸ Multi-agent AI platform powered by Claude: 6 sub-agents, 36 tools, 3 frontends (Slack, React, website widget) for a UK e-commerce company with Knowledge Base ▸ Callstack — multi-tenant AI voice + chat agent in production: Twilio (PSTN/SMS), Azure Voice Live, LangChain ReAct, μ-law/PCM16 codec bridge, MongoDB checkpointing, multi-tenant routing ▸ Speech-to-text pipeline: ~1,000 calls/day, 8 AI analysis stages, auto-classification, lead scoring, CRM sync, Speech-to-Text via Whisper ▸ Real-time email pipeline: event-driven (Kafka), AI classification, auto-draft generation, 42-label Gmail taxonomy ▸ Microsoft 365 + Azure AI platform: Graph API, Service Bus + KEDA, Cosmos DB, Azure AI Search RAG, Copilot Studio, Fabric analytics, Bicep IaC ▸ Signals — AI-agentic crypto trading SaaS: Telegram bot, multi-source AI consensus, Web3/TON payments, RAG knowledge base, Hyperliquid auto-execution Also experienced with: ▪ AI & LLM: LangGraph, LangChain, LangSmith, OpenAI, ChatGPT, Claude, Gemini, Llama, Mistral, DeepSeek, Grok, OpenRouter, Fine-tuning, embeddings, HuggingFace, Python, FastAPI, Streamlit, Structured Outputs, Classification, Clustering, Prompt Engineering, NLP, Whisper, Speech-to-Text ▪ RAG: Knowledge Base, Pinecone, FAISS, Chroma, Qdrant, Azure AI Search, Semantic Search, Vector Database ▪ Agents: DeepAgents, ReAct, Human-in-the-Loop, Multi-Agents, AI Chatbot, AI Agent, MCP ▪ Microsoft & Enterprise: Microsoft Graph, Copilot Studio, Azure AI Search, Azure Service Bus, KEDA, Cosmos DB, Logic Apps, Microsoft Fabric, Power BI, Bicep IaC, Entra ID / MSAL ▪ Automation & Integrations: Twilio, HubSpot CRM, Monday, Slack, Gmail API, GCP Pub/Sub, n8n, Zapier, Make, Telegram Bot API & MiniApps, ETL pipelines, Process automation, API Integration, Intelligent automation, Data Extraction, Workflow Automation ▪ Cloud & Infrastructure: AWS (S3, Athena, EC2, RDS), Azure (App Service, Container Apps, Key Vault), GCP, Docker, Kubernetes, PostgreSQL, MongoDB, Redis, Neo4j, RedPanda/Kafka, Avro, GitHub Actions CI/CD, OpenTelemetry, BetterStack, Langfuse, Supabase ▪ Full-Stack: React, Next.js, TypeScript, REST/GraphQL APIs, Stripe, TON blockchain payments ▪ Open source: Creator of Panes — 1K+ GitHub stars, 600K+ downloads.

If your AI project needs to actually work at scale — not just demo well — I'm the engineer you're looking for. I'm a Verified Meta Tech Provider and senior AI engineer with 19 completed projects, 100% Job Success Score, and production systems running across automotive marketplaces, property management platforms, and SaaS products in the US, UK, and Gulf. ⚡ WHAT THAT MEANS FOR YOU → WhatsApp AI chatbots that handle thousands of real customer conversations daily → RAG pipelines that actually retrieve the right information — not hallucinate it → LLM agent systems built on LangChain, LangGraph, CrewAI that run in production → Meta Business API integrations with faster WABA approvals, higher limits, and direct Meta support — because I'm one of a handful of Verified Meta Tech Providers on Upwork → Full-stack AI SaaS delivery (FastAPI, Django, ReactJS, GCP, Docker) — architecture to deployment, one person 🏆 REAL RESULTS SHIPPED ✅ WhatsApp AI agent for automotive marketplace → full customer qualification + CRM handoff, live ✅ AI property management backend → scalable multi-tenant architecture, production-ready ✅ RAG + Kafka real-time pipeline → live document intelligence system ✅ Telegram AI bot integrations → delivered in under a week, 5-star rated 🎯 I WORK BEST WITH SaaS founders who need an AI layer built fast and right — not prototyped and abandoned. Gulf and MENA businesses automating customer communication via WhatsApp at scale. US and EU product teams who need a senior engineer embedded in their stack. If your project has real complexity — multi-tenant systems, high message volumes, custom AI reasoning, production RAG — that's where I perform best. ✅ 100% Job Success Score | Top Rated | Verified Meta Tech Provider | Available Now Message me with what you're building. I'll respond within 4 hours with whether I'm the right fit and exactly how I'd approach it.