AI Agent Architect | Claude Code | AWS Bedrock | LangGraph | n8n | RAG | Full Stack AI Systems I build production-grade AI systems, autonomous agents, and enterprise SaaS platforms that integrate deeply with real business operations. Over the last 11+ years, I've worked as a Software Engineer, Team Lead, CTO, and AI Architect, helping startups and enterprises design, build, deploy, and scale cloud-native products across AI, FinTech, Analytics, Media, eCommerce, and Enterprise SaaS. My focus today is building AI-native systems that move beyond simple chatbot experiences and become reliable business operators capable of reasoning, planning, executing tasks, and integrating with enterprise workflows. ━━━━━━━━━━━━━━━━━━━━━━ AI Agents & Agentic Systems I design and build production-ready AI agents capable of: • Autonomous decision making • Multi-step reasoning and execution • Tool calling and API orchestration • Multi-agent collaboration • Planner → Supervisor → Worker architectures • Long-term memory and contextual learning • Human-in-the-loop workflows • Event-driven automation systems • Enterprise knowledge retrieval • Agent evaluation and reliability testing Technologies: • Claude API (Anthropic) • OpenAI GPT-4o / Realtime API • AWS Bedrock • LangGraph • LangChain • MCP (Model Context Protocol) • CrewAI • Vector Databases • Knowledge Graphs Recent implementations include: • Financial Intelligence Agents • Company Research Agents • B2B Outreach Agents • AI Website Builders • AI Content Generation Systems • Customer Support Agents • Voice AI Agents • Enterprise Document Intelligence Platforms ━━━━━━━━━━━━━━━━━━━━━━ Retrieval-Augmented Generation (RAG) I build enterprise-grade RAG architectures designed for accuracy, traceability, and scalability. Capabilities: • Enterprise document ingestion pipelines • PDF, DOCX, HTML, Database ingestion • Chunking and embedding optimization • Hybrid retrieval architectures • Metadata filtering • Re-ranking pipelines • Knowledge graph integration • Hallucination reduction • Citation and provenance systems • Multi-tenant knowledge bases Vector Technologies: • Pinecone • OpenSearch • ElasticSearch • pgvector • Weaviate • FAISS • Supabase Vector Recent projects include enterprise document intelligence platforms and governed reasoning systems for business-critical workflows. ━━━━━━━━━━━━━━━━━━━━━━ n8n & Workflow Automation I build advanced automation systems using n8n that combine deterministic workflows with LLM reasoning. Capabilities: • AI-powered workflow orchestration • Agent-driven automation pipelines • Human approval workflows • Event-driven architecture • Queue-based processing • Retry-safe workflows • Background job processing • Cross-platform integrations • Multi-step decision engines Integrations: • Slack • Google Workspace • Microsoft 365 • HubSpot • Salesforce • Stripe • Twilio • Airtable • Notion • Internal APIs ━━━━━━━━━━━━━━━━━━━━━━ Voice AI & Conversational Systems Design and implementation of production-ready voice agents using: • Twilio Voice • OpenAI Realtime API • Claude-powered reasoning • AWS Transcribe • Whisper • ElevenLabs • Stateful conversation engines • Automated call summaries • CRM integrations Use Cases: • Appointment Booking • Lead Qualification • Customer Support • Sales Outreach • Reservation Systems • Internal Operations ━━━━━━━━━━━━━━━━━━━━━━ AWS Cloud & AI Infrastructure Strong background designing cloud-native AI platforms on AWS. Core Services: • AWS Bedrock • Lambda • ECS • EC2 • API Gateway • SQS • SNS • EventBridge • DynamoDB • Aurora • PostgreSQL • S3 • CloudFront • CloudWatch • Step Functions Infrastructure: • Terraform • CloudFormation • Docker • Kubernetes • CI/CD Pipelines • Multi-Tenant SaaS Architectures ━━━━━━━━━━━━━━━━━━━━━━ Full Stack AI Product Development Frontend: • React • Next.js • TypeScript Backend: • Node.js • Express • NestJS • Python • FastAPI Databases: • PostgreSQL • MySQL • MongoDB • DynamoDB • Redis ━━━━━━━━━━━━━━━━━━━━━━ Industries Served • FinTech • Enterprise SaaS • LegalTech • Healthcare • Media & Broadcasting • Crypto & Blockchain • Analytics Platforms • Marketing Automation • Cloud Infrastructure ━━━━━━━━━━━━━━━━━━━━━━ What Clients Typically Hire Me For ✓ Multi-Agent Systems ✓ Claude & AWS Bedrock Development ✓ Enterprise RAG Platforms ✓ n8n AI Automation ✓ AI SaaS Products ✓ Voice AI Agents ✓ Workflow Orchestration ✓ AI Architecture Reviews ✓ AWS Cloud Architecture ✓ Production Launches & Scaling If you're building an AI product and need someone who understands both agentic AI and production-grade software architecture, I can help design, build, deploy, and scale the entire system. ✓ Claude Code & OpenAI GPT-4o ✓ Multi-Agent Systems ✓ LangGraph & RAG Pipelines ✓ n8n & Workflow Automation ✓ Voice AI (Twilio, ElevenLabs) ✓ Node.js, React & AWS Bedrock ✓ Stripe, SaaS & Enterprise Integrations ✓ AI Agents for Finance, Legal, Healthcare & Op

Hi, I am Muhammad— a Discord Server Setup Expert, Community Manager, and Social Media Specialist with 6+ years of experience and 100+ completed projects across Web3, gaming, NFT, AI, coaching, education, and more. I don't just set up servers and hand them over. I build communities that are structured, secure, active, and built to grow — with the systems behind them to keep everything running without constant manual work. Whether you're starting from scratch or need to fix and scale what you already have, I'll handle it professionally and stay involved as long as you need. ⸻ What I Build & Manage ✅ Full Discord server setup — channels, categories, roles, permissions, and hierarchy ✅ Verification systems, ticketing tools, and smooth onboarding flows ✅ Bot integrations — MEE6, Carl-bot, Dyno, Wick, Collab.Land, Guild.xyz, and more ✅ Advanced anti-raid and security systems to protect your community ✅ Engagement strategies that bring real daily activity, not just member numbers ✅ Event planning — AMAs, giveaways, collabs, and launch events ✅ 24/7 moderation systems with trained moderation teams ✅ Ongoing server support, updates, and long-term management ⸻ More Than Moderation Most community managers just watch chats. I go further than that. What I actually build for you: 🔹 Engagement frameworks that keep your members active and coming back 🔹 Retention systems that reduce drop-off and build long-term loyalty 🔹 Bot-powered automation workflows so your server runs itself where it can 🔹 Secure, scalable community infrastructure built to handle growth Your community won't just look organized on the surface — it will function intelligently behind the scenes. ⸻ Community Growth & Engagement ✅ Member engagement and retention strategies ✅ Chat activation to keep energy alive between launches and announcements ✅ Moderator team coordination and management ✅ Community feedback systems and role-based reward programs ✅ Multi-platform community support — Discord, Telegram, and beyond ⸻ Social Media Management ✅ Twitter/X account management — content, scheduling, and audience growth ✅ Telegram community management and moderation ✅ Reddit community management and engagement ✅ Cross-platform strategy to keep your brand voice consistent everywhere ✅ Virtual assistance for community tasks, communication, and follow-ups ⸻ Tools & Platforms I Work With Community & Social Platforms Discord · Telegram · X/Twitter · Reddit · Skool · Whop Bots & Automation Tools MEE6 · Wick · Dyno · Carl-bot · Collab.Land · Guild.xyz · Zapier Development & Tech Python · JavaScript · Custom Bot Development · Notion · and more ⸻ My Experience ✔ 6+ years working in Discord community building and management ✔ 100+ completed projects across Web3, NFT, gaming, AI, crypto, and more ✔ Managed communities ranging from early-stage launches to servers with tens of thousands of members ✔ Built and led moderation teams with 24/7 coverage across time zones ✔ Supported NFT launches from pre-mint hype to post-mint community retention ✔ Experience across Ethereum, Solana, Polygon, and BSC ecosystems ⸻ Who I Work With 🔹 Crypto and Web3 projects at any stage 🔹 NFT collections and blockchain communities 🔹 Gaming servers and esports groups 🔹 AI, SaaS, and tech startups 🔹 Trading, finance, and investing communities 🔹 Coaching programs, online courses, and education platforms 🔹 Art, creative, and niche hobby communities ⸻ Why Clients Keep Coming Back I understand both sides of community management — the technical side like bots, permissions, and integrations, and the human side like engagement tone, culture, and what actually makes people stay. That combination is rare, and it's what separates a server that's set up from one that genuinely thrives. I am available 40+ hours per week, I respond fast, and I stay involved for as long as you need me. 📩 Message me before placing an order — tell me about your project and I'll walk you through exactly how I can help.

Turn manual operations into AI-powered systems with AI Automation, n8n, Zapier, Make, RAG, LangChain, WordPress. LLM, Open AI that save time, reduce errors, and move revenue faster. As an AI Automation Developer, I help businesses replace repetitive tasks, disconnected apps, slow follow-up, support bottlenecks, and AI tools that do not understand real business data with connected systems built around measurable business outcomes. If your business is losing time to manual work, the role of an AI Automation Developer is not to add more software. It is to design a connected system that helps your team work faster, reduce errors, and move revenue opportunities forward. On the right use cases, AI Automation Developer work can commonly target gains such as 30–45% higher customer-care productivity, 5–15% more efficient marketing and content operations, and 3–5% revenue lift from better personalization and sales execution. Projects are built around the stack that best fits your workflow, with an AI Automation Developer choosing the right balance between no-code/low-code speed and full-stack flexibility. Core areas include: • AI automation and workflow automation for teams that need an AI Automation Developer to remove repetitive work • n8n, Zapier, Make, APIs, webhooks, and JSON, handled by an AI Automation Developer who can connect tools cleanly • OpenAI, Claude, AI agents, AI integration, and AI API integration, designed by an AI Automation Developer around real business logic • RAG systems, LangChain, LangGraph, and knowledge-base search, where an AI Automation Developer helps AI use your actual data • Python, Node.js, Express.js, Django, React, and Next.js, when your AI Automation Developer needs full-stack flexibility • WordPress, WooCommerce, Shopify, Shopify 2.0, and Shopify Apps for clients who need an AI Automation Developer to improve websites and stores • Elementor, LMS platforms, LearnDash, plugin customization, and custom portals, where an AI Automation Developer can customize workflows around users • CRM sync, lead routing, onboarding flows, support automation, checkout, and fulfillment automation, so an AI Automation Developer can speed up sales and operations • Airtable, vector databases, MongoDB, MySQL, PostgreSQL, and reporting systems, giving the AI Automation Developer a reliable data layer for automation • HeyGen-powered video and avatar experiences, when an AI Automation Developer is needed to create more personalized customer interactions The focus is not adding AI for the sake of AI. A strong AI Automation Developer should build grounded systems that search your knowledge base, automate decisions, route tasks, generate content, and connect the tools your team already relies on. For websites, ecommerce, education, and customer operations, an AI Automation Developer can support custom portals, connected stores, LMS automation, support flows, lead management, content workflows, and backend integrations that reduce manual handoffs and improve team speed. For data-heavy workflows, an AI Automation Developer can extend delivery into Airtable, vector databases, MongoDB, MySQL, and PostgreSQL so your automations, AI agents, and reporting stay accurate, maintainable, and scalable. Common outcomes clients look for from an AI Automation Developer are fewer manual handoffs, cleaner data, faster lead response, smarter support, connected stores and websites, and AI systems that actually use business context instead of generic prompts. If you need an AI Automation Developer, n8n developer, Zapier expert, Make automation specialist, RAG developer, LangChain developer, LangGraph developer, WordPress developer, WooCommerce developer, Shopify developer, Shopify app developer, or API integration partner, this profile is built around those needs.

✅ .NET Full Stack Developer 20+ years of experience ✅ Build powerful .Net solutions that drive business growth ✅ C# .Net developer with 15+ years of experience ✅ Developed 50+ applications ✅ Crafted 200+ user-friendly interfaces that drive real business results. The clients say "It doesn't feel like outsourcing, but instead like we have our own remote developers." "They had great soft and hard skills and were full of ideas and drive!" I lead the fullstack and mobile development team at Itexus, a professional software development and consulting company focused on Fintech, Insurance, Healthcare, etc. I have 20+ years of experience in the .net architect development of web and mobile applications, .net, python, node.js, java developer as well as javascript, react .net, angular, AI frameworks and libraries. 👨‍💻.NET Full Stack Expertise .NET full stack – strong background in End-to-end development from database to UI using Microsoft stack .NET Core – deep expertise, cross-platform backend services .NET Angular – Full stack development on .NET backend and Angular frontend for enterprise-grade solutions .net core angular – Building complete systems with seamless backend–frontend integration .NET Core Angular – Scalable and secure web apps using .NET Core and Angular Angular .NET solutions – Using Angular for UI and .NET for API and business logic .net core developer – Proven experience delivering high-performance backend solutions using .NET Core .net core react – Building robust, scalable web applications with .NET Core APIs and React frontends c# .net developer – End-to-end development expertise using C# and the .NET ecosystem c# .net core – Advanced solutions built on C# with .NET Core for modern, cross-platform applications 👨‍💻 BACKEND Development Python: Expert in Python for server-side development Frameworks: Proficient in Django and Flask for building web applications Databases: Skilled in SQL, PostgreSQL, MySQL, and MongoDB for efficient data management Architecture: Experienced in applying MVC patterns for scalable applications APIs: Capable of integrating external services through REST and GraphQL 👨‍💻 FRONT END Development Proficient in HTML5, CSS responsive, JavaScript Experienced in React.js, Angular, Vue.js, react native, ionic, xamarin developer Responsive, cross-browser, ui/ux designer, ux/ui dashboard, ui ux designer app 👨‍💻AI TOOLS OpenAI API, DeepFace, ML/DL frameworks (TensorFlow, Keras, PyTorch, Scikit-learn), LangChain, Mistral, AgenticAI, Transformers RAG + custom AI tools: Document recognition and processing, Market Grabber, project management bots, AI for telephony, video/audio analysis Mobile App Development Native Mobile Development: Android, Kotlin, Java, iOS, Swift, KMP, KMM. Cross-Platform/Hybrid App Development: Flutter, Swift, Objective C, React Native, Xamarin, MAUI. General Expertise Website & Full Stack Development: Full stack development with ai .net full stack developer, .net software engineer, .net programmer, full stack developer, ai python full stack developer django, full stack web developer, full stack development, cms developer DevOps/DevSecOps: AWS, Azure, Docker, Kubernetes, GitLab-CI, Ansible, Terraform, etc Cross-platform app building with three.js, web application design, webflow web designer, website builders Integration tools: Data integration, websockets, ABP Framework, discord, Autotask Experienced in .net core web api, fullstack .net developer roles, with strong skills as a .net specialist. Skilled angular .net react developer, java developer with solid c sharp expertise. Worked on kogito for business automation, delivered ui ux-focused solutions. As an azure data engineer, handled scalable data pipelines. rust developer, python projects include backend developer tasks. Built app as a xamarin and web developer using java and javascript. Skilled in postgresql and web scrapping. Maintained legacy systems with .net webform. Collaborated with nft marketers, managed nft collab manage tasks. Full stack with react nodejs, modern react, including react typescript, react native developer roles. Acted as product owner in agile teams. Cloud deployments done on azure. Built interactive UIs using blazor. Why Choose us Microsoft certified talented developers and senior .net developer team High QA standards, including qa engineer roles Modern solutions: NFT programmer, metaverse, Microsoft .net, windows 10, Power Apps developer, SharePoint, market grabber Scalable team: full stack software developer, front end programmer, ios developer, ui ux designer Industries Banking, Trading, Cryptocurrency, Asset Management, Lending, Retail, Real Estate & Property Management, Food Delivery, Entertainment, Hospitality, Construction, Sports & Fitness, Travel & Tourism, Wellness, Medical Dashboard, Marketplace, E-commerce, Automotive, Human Resources, Education, E-learning, AI Assistants Seek new projects to put our .net ai, bring value to individuals, startups, companies.

100% Job Success | Top Rated | 24+ Completed Projects | AI Systems in Production Most AI freelancers deliver demos. I deliver systems your business actually runs on. I'm a Full-Stack AI Engineer with 5+ years building production-grade AI agents, RAG pipelines, and workflow automation for startups and growing businesses. My work has helped clients automate customer support, reduce manual data entry, and ship AI-powered SaaS products without the prototype graveyard. 𝑾𝒉𝒂𝒕 𝑰 𝒔𝒑𝒆𝒄𝒊𝒂𝒍𝒊𝒛𝒆 𝒊𝒏: Agentic AI Systems: Multi-agent pipelines using LangChain, LangGraph, CrewAI, AutoGen. Agents that plan, reason, and execute not just respond. RAG & Knowledge Systems: Custom retrieval pipelines over your documents, databases, or APIs using Pinecone, ChromaDB, Weaviate, LlamaIndex. Workflow Automation: n8n, Make, Zapier connecting your tools, eliminating repetitive tasks, and triggering intelligent actions at scale. Full-Stack AI SaaS: End-to-end products with React/Next.js frontends, FastAPI/Django backends, deployed on AWS with CI/CD pipelines. Voice AI: Real-time voice agents for customer support and phone automation using Vapi. 𝑻𝒆𝒄𝒉 𝑰 𝒘𝒐𝒓𝒌 𝒘𝒊𝒕𝒉 𝒅𝒂𝒊𝒍𝒚: OpenAI API · Anthropic Claude · LangChain · LangGraph · CrewAI · AutoGen · Pinecone · ChromaDB · Weaviate · LlamaIndex · FastAPI · Node.js · React · Next.js · TailwindCSS · n8n · Make · Zapier · AWS · Docker 𝑴𝒚 𝒑𝒓𝒐𝒄𝒆𝒔𝒔 𝒊𝒔 𝒔𝒊𝒎𝒑𝒍𝒆: I scope clearly, build iteratively, and don't disappear after delivery. Every project includes documentation and a handoff so your team can actually maintain what I build. I offer a free 15-minute scoping call before any engagement. Message me with your use case and I'll tell you honestly whether I can help and what it would take. KEYWORDS: OpenAI API, AI Development, SaaS Development, AI Web Development Consultation, Artificial Intelligence, AI Consulting, AI Agent Development, AI App Development, Automated Workflow, Automation, Generative AI

I automate and connect everything behind the scenes with the latest AI-powered technologies. Hi, I’m Maksim — a results-driven automation specialist and solution architect with 10+ years of experience in business process automation, CRM/ERP integrations, API development, and AI-powered solutions. I have a small automation team. Together, we design and implement advanced systems that unify software, eliminate manual work, and boost efficiency. By combining our expertise, we successfully deliver end-to-end projects that save clients 20–50% in operational costs and drive measurable growth. What We Do 🚀 Business Process Automation — from routine operations to AI-driven workflows. 🔌 System Integrations — CRM, ERP, APIs, and custom middleware. 🔄 Two-Way Synchronization — reliable bi-directional system sync with a single source of truth to keep all data up to date. 🖥 CRM/ERP Implementation — full-cycle setup from scratch to fully operational systems, including process design, customization, and user onboarding. 📂 Data Migration — secure transfer of data between platforms with full integrity and minimal downtime. ⚡ Low-Code / No-Code Solutions — rapid implementations with Make.com, Zapier, and more. 🤖 AI Implementations — GPT & Claude chatbots, AI voice agents, predictive analytics, and intelligent data processing. 📊 Operations Optimization — marketing automation, production scheduling, inventory management, and intelligent forecasting for supply chains and sales. Why Choose Us: 🏆 Proven Track Record — hundreds of successful projects worldwide. ✂ Tailored Solutions — built exactly for your workflows. 🔄 Full-Cycle Delivery — from analysis to implementation and training. 🤖 Latest Technologies — AI, cloud, automation, and advanced analytics. ✅ Transparent Collaboration — clear milestones and progress updates. Industries Served: Real Estate, eCommerce, Healthcare, Finance, Manufacturing, Education, Technology Startups Tools & Platforms Expertise. 🔌 Automation & Integration: Make.com / Zapier / n8n, / Power Automate / SmartConnect 📊 CRM, ERP & Analytics: Monday.com / Zoho / Zoho Deluge / GoHighLevel / GHL / HighLevel / Salesforce / HubSpot / Pipedrive / Kommo / AmoCRM / FreshSales / Freshworks / Odoo / Bitrix24 / Oracle ERP / NetSuite / SAP / Microsoft Dynamics / Service Titan / Service Fusion / Housecall Pro / Close.io / ActiveCampaign / Klaviyo / Asana / Trello / Airtable / Smartsheet / Wrike / AppSheet / Dubsado / Notion / ClickUp 🖥 Web, eCommerce & Forms: WordPress / WooCommerce / Shopify / Webflow / Jotform / Typeform / DocuSign 💻 Programming Languages & Frameworks: Python / PHP / Java / React / C# / C++ / JavaScript / JSON / XML 💾 Databases & Backend Platforms: SQL / MySQL / Supabase / Xano ☁ Cloud & Infrastructure: AWS / Amazon Web Services / Azure / Docker / Kubernetes / Jenkins / GitLab / GitHub 📈 Analytics & BI: Zoho Analytics / Power BI / Tableau / Google Analytics / Google Data Studio / Google Looker 📂 Spreadsheets & Data Tools: Google Sheets / Excel / VBA /Macros 📞 Communication & Marketing: Twilio / LeadConnector / Intercom / Clay / Scribe /LinkedIn / Sales Navigator / SMTP 🤖 AI & Machine Learning OpenAI / ChatGPT / Claude / BotPress /Gemini /ElevenLabs / VAPI Let’s Talk: Contact me today — your direct path to streamlined, fully automated processes, elimination of routine tasks, and significant cost reduction. I deliver measurable results by leveraging AI and the latest technologies tailored to your business needs.

𝐌𝐨𝐬𝐭 𝐛𝐮𝐬𝐢𝐧𝐞𝐬𝐬𝐞𝐬 𝐝𝐨𝐧’𝐭 𝐡𝐚𝐯𝐞 𝐚 𝐭𝐨𝐨𝐥 𝐩𝐫𝐨𝐛𝐥𝐞𝐦, 𝐭𝐡𝐞𝐲 𝐡𝐚𝐯𝐞 𝐚 𝐰𝐨𝐫𝐤𝐟𝐥𝐨𝐰 𝐩𝐫𝐨𝐛𝐥𝐞𝐦. I build AI-powered automation systems using 𝐧𝟖𝐧, 𝐌𝐚𝐤𝐞, 𝐙𝐚𝐩𝐢𝐞𝐫, and 𝐏𝐲𝐭𝐡𝐨𝐧 that eliminate manual work and run reliably without supervision. 🎓 𝐏𝐡𝐃 𝐫𝐞𝐬𝐞𝐚𝐫𝐜𝐡𝐞𝐫 𝐢𝐧 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 (𝐆𝐫𝐢𝐟𝐟𝐢𝐭𝐡 𝐔𝐧𝐢𝐯𝐞𝐫𝐬𝐢𝐭𝐲, 𝐀𝐮𝐬𝐭𝐫𝐚𝐥𝐢𝐚) 𝐰𝐢𝐭𝐡 𝟏𝟎+ 𝐲𝐞𝐚𝐫𝐬 𝐢𝐧 𝐞𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 𝐚𝐧𝐝 𝟒+ 𝐲𝐞𝐚𝐫𝐬 𝐬𝐩𝐞𝐜𝐢𝐚𝐥𝐢𝐳𝐢𝐧𝐠 𝐢𝐧 𝐀𝐈 𝐚𝐧𝐝 𝐝𝐚𝐭𝐚 𝐬𝐲𝐬𝐭𝐞𝐦𝐬. ⭐ 100% Job Success Score on Upwork 🏆 Rising Talent, Upwork verified badge 🤝 8 projects completed across automation, AI, and data on Upwork ⚡ Average response time under 4 hours 🛠️ 12+ tools in active tech stack 🔁 5 automation platforms mastered (n8n, Make, Zapier, GHL, Python) Most automation freelancers build basic if-this-then-that workflows. I build intelligent systems, workflows that make decisions, qualify leads, respond to data, and trigger multi-step actions across your entire tech stack. ⚙️ What I specialize in: 🔁 n8n Automation Custom n8n workflows for lead generation, data processing, AI integration, and internal operations. Error handling and monitoring included as standard. 🔄 Make (Integromat) Automation Complex multi-step scenarios connecting CRMs, databases, communication tools, and custom APIs. ⚡ Zapier Automation High-volume, reliable Zaps for businesses that need automation fast without custom development. 🤖 AI Agent Development AI agents using OpenAI (GPT-4o), Claude, and LangChain that can read documents, answer questions, qualify leads, and take actions inside your existing tools. 📊 CRM Automation: GoHighLevel, HubSpot, Salesforce Full pipeline automation: lead capture, AI qualification, follow-up sequences, appointment booking, and reporting all automatic. 🐍 Python Automation & Web Scraping Custom Python scripts for data scraping, processing, transformation, and API integration when off-the-shelf tools aren't enough. 🧠 RAG Systems (Retrieval-Augmented Generation) AI assistants trained on your internal documents, SOPs, product knowledge, or CRM data, giving your team or customers accurate, context-aware answers. 🛠️ Tech Stack ⚙️ Automation: n8n, Make, Zapier 🤖 AI: OpenAI GPT-4o, Claude (Anthropic), LangChain, Ollama 💻 Development: Python, FastAPI, REST APIs, Webhooks 📋 CRM: GoHighLevel (GHL), HubSpot, Salesforce 📂 Data: Google Sheets, Airtable, Notion, PostgreSQL 💬 Communication: Slack, WhatsApp, Telegram, Email (SMTP/SendGrid) ✅ Recent systems I've built: ▶️ WhatsApp AI Sales Assistant with voice input and full CRM automation ▶️ Fully automated YouTube content pipeline (script → video → upload) ▶️ AI-driven lead outreach and qualification system using n8n + GPT-4o ▶️ Off-market property sourcing system with AI scraping and data processing ▶️ GoHighLevel contact management and email automation system 🤝 How I work: Every workflow I build includes error handling, logging, and fallback logic. I don't deliver fragile automations that break when one field changes. I build systems designed to run unsupervised for months. ⏱️ I respond within 4 hours and keep communication clear throughout every project. 📩 If you have a manual process, a broken workflow, or tools that don't talk to each other, message me with a brief description and I'll reply with a concrete approach within 24 hours.

⚙️ Software engineer & AI automation specialist — 4+ years in engineering, 3+ in automation 🔧 Building real products, not workflows duct-taped together 🚀 20+ systems shipped per month with my team Most automation freelancers learned n8n from YouTube. That's fine — until something breaks at 2am and they go quiet. I come from 4+ years of software engineering. I write real code, manage a dev team, and ship 20+ systems a month. Most clients end up with a custom product: a SaaS layer that pulls data from their tools, stores it in a database, and gives their team a clean interface to work from. The automation handles the data. The code handles everything else. ——— 📊 Results from recent work: A real estate agency in Australia was paying someone to scroll LinkedIn for leads every day. Now they get 15–20 qualified sales calls a month — fully automated. A US operations team spent hours every week pulling numbers and building reports. Now a custom system pulls their data overnight and surfaces it automatically. An SEO agency was writing and posting content manually for every client. Now their entire content pipeline runs on its own — research, writing, publishing — no manual steps. ——— 🔧 Systems I've built: 📊 PPC & Reporting - PPC reporting: pulls Google Ads + Meta Ads + GA4 into a database, auto-generates slide reports from live figures - PPC alerting: monitors KPIs week-over-week, fires alerts when metrics drop - 70+ slide automated reports for an email marketing agency — data goes in, slides come out ✍️ SEO & Content - Full SEO pipeline: competitor crawling, writing, publishing to WordPress — zero manual steps 🎬 YouTube & Video - YouTube automation: niche analysis, scripting, content generation from top-performing videos — running for 30+ clients 📱 Social Media & Ads - TikTok + Reels automation: manages 16 accounts, A/B testing, alerts, full metrics - LinkedIn automation: generates and schedules posts with KPI tracking - Ad intelligence: scrapes competitor ad libraries, AI rewrites top creatives, queues for approval 🎯 Lead Gen & Outreach - Cold email pipeline: scrapes, enriches, verifies, sends via Instantly.ai — one client converted 23% of cold traffic into booked calls - AI sales system: behavior triggers → enrichment → GPT fit scoring → personalized sequence → voice follow-up - Website audit automation: generates personalized audit reports and sends outreach automatically ⚙️ CRM & Operations - GoHighLevel full setup: pipeline, forms, opt-ins, creative tracking — real estate company in Australia - GoHighLevel AI: auto-responds, filters spam, re-engages past clients — car tinting company in the US - Airtable overhaul: rebuilt 20+ table setup for a jewelry e-commerce company in Bangkok - Timesheet tracking: monitors time per client per task, alerts for missed or misallocated hours 📄 Documents & Signing - Law firm intake: custom form, tablet signature, auto-populates database — no manual entry - Asana + signing automation: drafts custom PDFs per task, handles signing, returns signed doc automatically 🤖 AI Agents & Internal Tools - RAG agent: 600+ pages of internal docs — team gets instant answers instead of searching manually - Voice AI agent: triggers calls on lead behavior, qualifies, books to calendar, logs to CRM - Keyword ranking SaaS: custom-built app with geo-specific position data - Triathlon SaaS: user management, auto-responses, personalized training program generation ——— 🛠️ Tech stack: Code & backend: Python, custom scripts, n8n,Playwright, REST APIs AI: GPT-4, Claude, RAG pipelines, voice AI Databases: Supabase, PostgreSQL, Airtable, Google Sheets Outreach: Instantly.ai, Smartlead, Vapi, Bland CRM & ops: GoHighLevel, HubSpot, Pipedrive Social & content: Blotato, WordPress API, Telegram bots Documents: Docuseal, custom PDF generation Communication: Webhooks, Slack, email ——— 💬 Got a process slowing your team down — or a product idea that needs both code and automation? Describe it. I'll outline a clean solution in under 3 messages, so you know exactly what you're getting before we start.

🚀 Senior AI / ML Engineer & AI Agent Developer I help businesses build production-ready AI systems — including Voice Agent,AI agents,Multi-Agent, chatbots, RAG pipelines, computer vision, and automation — that actually work in real-world environments. With 10+ years of experience, I’ve delivered AI solutions across Healthcare, Finance, Logistics, Automation, and Enterprise workflows. 🔹 What I do best: ✔ AI Agents,Voice Agents & LLM applications (ChatGPT, Claude, LLaMA) ✔ RAG systems (Vector DBs, embeddings, document intelligence) ✔ Custom chatbots & voice bots (Web, WhatsApp, Slack, SMS) ✔ AI automation (n8n, RPA, MCP-based workflows) ✔ Computer Vision & OCR (documents, images, video) 🔹 Core Technologies: - LLMs & Frameworks: GPT-4, Claude, LLaMA 2, LangChain - Vector DBs: Pinecone, PGVector - AI Protocols: Model Context Protocol (MCP) - Chatbot Platforms: Rasa, Dialogflow, Bot Framework, Twilio - Computer Vision: YOLO, OpenCV, OCR, Stable Diffusion,Cvat 🔹 Past Work Includes: • WhatsApp / SMS / Telegram AI chatbots • Document & image processing pipelines • Voice bots & live-agent integrations • Automation-driven enterprise AI systems 🔹 Tech Stack: Backend: Python, FastAPI, Flask, Django, Node.js Frontend: React, Vue, Streamlit Cloud & DevOps: AWS, GCP, Azure, Docker, Kubernetes 💡 Why clients work with me: ✔ Production-ready, scalable AI ✔ Clean architecture & fast delivery ✔ Clear communication ✔ Enterprise-grade security mindset 📩 Message me to discuss your AI or LLM project — I can start immediately.

I help businesses turn ideas into intelligent, scalable AI systems that work in the real world not just in demos. As a full‑stack AI Engineer and automation specialist, I build production‑ready solutions that combine LLMs, AI agents, RAG, no‑code workflows, and edge IoT hardware (Raspberry Pi, NVIDIA Jetson) to automate operations, enhance customer experiences, and unlock new revenue. 💡 What I Deliver to Your Project 1. End-to-end AI applications ✪ From web/SaaS frontends (React, Next.js) to AI backends (FastAPI, Supabase), plus deployment on edge devices for real‑time inferencing. ✪ Precision prompt engineering ✪ Reliable, high‑quality LLM outputs tailored to your business domain, with clear guardrails and error handling. 2. Custom AI agents & multi‑agent orchestration ✪ LangChain, Langflow, CrewAI, Agent Swarm, AutoGen, OpenClaw designing agent teams that collaborate to solve complex workflows. 3. RAG systems with your data ✪ Knowledge‑powered chatbots and assistants that pull accurate, context‑aware answers from your documents, databases, and APIs. 4. No‑code / low‑code automation ✪ Make dot com, n8n, Zapier workflows that automate CRM, support, marketing, and internal ops, then enhanced with AI decision‑making. 5. Real‑world IoT + AI deployment ✪ Embed AI agents into Raspberry Pi (GPIO, relays, NFC) and NVIDIA Jetson hardware for on‑device inference smart access control, predictive maintenance, and local‑only processing with no cloud dependency. 🚀 How I Work ✪ Solve real business problems with hybrid cloud‑edge AI that scales globally while keeping latency and costs low. ✪ Optimize for performance, security, and usability so your team and customers actually adopt the solution. ✪ Deliver measurable ROI faster workflows, reduced downtime, fewer manual tasks, and data‑driven decisions. 🧠 Core Expertise Snapshot 1. LLMs & AI platforms ✪ OpenAI, Anthropic, open‑source models (Llama, etc.), plus TensorRT and edge inference on NVIDIA hardware. 2. Agent frameworks ✪ LangChain, Langflow, CrewAI, Agent Swarm, AutoGen, OpenClaw building agentic teams that reason, plan, and act. 3. RAG & knowledge systems ✪ Pipelines that connect your docs, databases, and APIs to create context‑aware AI assistants. 4. IoT & hardware ✪ Raspberry Pi‑based controllers, NFC and relay systems, NVIDIA Jetson for real‑time AI at the edge. 5. Automation stacks ✪ Make dot com, n8n, Zapier, plus custom services for end‑to‑end workflow intelligence. 🤝 Why Clients Work With Me 6. Clear communication + fast iteration ✪ I make sure you understand what’s being built, and I adapt quickly to feedback and changing requirements. 7. Full‑stack + hardware fluency ✪ I speak both “AI” and “embedded systems,” so you don’t need to hire two separate experts. ✪ Focus on real outcomes, not code ✪ Every project is guided by KPIs: reduced cost, increased throughput, or better customer experience.