I build AI products that work after launch — not just in a demo. If you need an AI agent, document Q&A system, internal knowledge assistant, or LLM feature that can handle real users, real data, and production traffic, I build it end to end. Most AI projects fail after handoff — the demo works, production doesn't. I design systems to hold up under real traffic, real data, and real edge cases, then stay involved until they do. Projects I build most often: • AI agents that research leads, analyze documents, and complete multi-step internal workflows • RAG systems for company knowledge bases, SOP search, policy lookup, and document Q&A • LLM-powered SaaS features like chat assistants, copilots, summarization flows, and structured data extraction • Full-stack delivery with Next.js, Python or Node.js, APIs, Docker, and cloud deployment Tools include : LangChain, LlamaIndex, OpenAI, Claude, Pinecone, Weaviate, FastAPI, React.js, Node.js, Laravel, Next.js, and AWS. I've completed 236 Upwork contracts with $100K+ earned, 7,300+ logged hours, and a 100% Job Success Score. Clients bring me in when they need AI features built properly and kept stable after launch. How I usually deliver AI projects: 1. Define the exact workflow, success criteria, and failure cases before choosing models or frameworks 2. Build the retrieval, prompting, orchestration, and backend logic around the real data source 3. Test against edge cases, bad inputs, latency, and cost before launch 4. Deploy, monitor, and refine after real users start interacting with it. I build the full product around the AI workflow when needed — usually a Next.js frontend, Python or Node.js backend, API integrations, and cloud deployment. That means you get a working feature or product, not just model output in a notebook. My core work is AI product delivery. Full-stack engineering is how I get it into production. If you're planning an AI feature, internal knowledge assistant, document Q&A workflow, or multi-step agent system, send me the goal and the data source you're working with. I'll tell you the right build approach, likely risks, and a realistic scope before we start. Thanks, Talwinder Tags : AI agent developer RAG developer LLM app developer LangChain developer OpenAI developer GPT-4 developer chatbot developer AI chatbot knowledge base AI document Q&A system retrieval augmented generation LlamaIndex developer CrewAI developer multi-agent system AI automation developer Next.js AI developer Python AI developer FastAPI AI developer SaaS AI integration internal knowledge assistant Lovable Replit Claude

"Mary transformed manual processes into automated systems that saved hours of administrative work every week. From AI-powered workflows and CRM automation to internal tools and business systems, she built solutions that improved efficiency, reduced operational bottlenecks, and gave the team more time to focus on growth." - Elevate coaching. Hi, I'm Mary. I help founders, agencies, and growing businesses eliminate operational bottlenecks by building AI-powered automation systems, internal tools, CRM workflows, dashboards, and AI agents that save time, reduce manual work, and scale operations. My expertise includes: ✅ AI Agents & Business Automation ✅ n8n, Make com & Workflow Automation ✅ API Integrations & Data Pipelines ✅ Internal Tools & Operations Dashboards ✅ GoHighLevel CRM & Sales Automation ✅ Full Stack AI Applications ✅ Lead Qualification & Outreach Systems ✅ Airtable, Supabase & Database Automation ✅ AI-Powered Customer & Team Workflows ✅ Process Optimization & Business Systems My Signature Framework: The Business Automation Engine™ A 4-phase system designed to help businesses operate faster, smarter, and with fewer manual processes. ✅ Audit & Opportunity Discovery Identify bottlenecks, repetitive tasks, operational inefficiencies, and automation opportunities that are slowing down growth. ✅ System Architecture & Blueprinting Design scalable workflows, integrations, AI agents, dashboards, databases, and automation systems tailored to your business goals. ✅ Development & Implementation Build and deploy automation pipelines, API integrations, internal tools, CRM systems, AI workflows, and business applications using n8n, Make com, GoHighLevel, Airtable, Supabase, APIs, and modern AI development tools. ✅ Optimization & Scale Monitor performance, improve reliability, eliminate friction, and continuously optimize systems as your business grows. This is the framework my clients rely on to reduce operational drag, improve team productivity, and create businesses that run more efficiently without increasing headcount. 🤝 Why Businesses Choose Me ✔ I focus on business outcomes, not just technical tasks ✔ I build systems that remove manual work and create leverage ✔ I combine AI, automation, APIs, CRMs, and development into one solution ✔ I communicate clearly and proactively throughout every project ✔ I document systems properly so your business isn't dependent on one person ✔ I support long-term growth, optimization, and scalability Whether you need AI agents, workflow automation, CRM systems, dashboards, API integrations, internal tools, data pipelines, or a complete operational overhaul, I can help design and build the infrastructure that keeps your business moving forward. 📩 Click the green Contact button and tell me what you're trying to automate. Let's build systems that save time, increase efficiency, and help your business scale. To your growth, Mary Core Keywords: AI Automation AI Agents n8n API Integration Workflow Automation Business Process Automation Internal Tools GoHighLevel (GHL) Make com CRM Automation Supabase Airtable Dashboard Development Python Automation Data Integration Secondary Keywords: Claude Code Cursor AI Agentic AI OpenAI API MCP Servers Automation Architecture Lead Qualification Operations Automation Data Enrichment Smartlead Instantly Zapier Webhooks SaaS Development Full Stack Development

I am a Top Rated Python and .NET Developer with 16,000+ hours on Upwork and extensive experience helping companies build reliable REST APIs, integrate AI services, and ship production-ready backend systems on AWS and Azure. If you need a Python or .NET developer who can handle AI integration (OpenAI, AWS Bedrock, Azure OpenAI, Gemini, or any LLM API), cloud automation, and REST API development without hand-holding or vague timelines, that is exactly what I deliver. What I can help you with: • Python backend services: FastAPI, Flask, REST API development • .NET and C# Web APIs using ASP.NET Core • AI integration: OpenAI, AWS Bedrock, Azure OpenAI, LLM APIs, and RAG pipelines • AWS: Lambda, S3, SQS, API Gateway, EC2, and serverless automation • Azure: Azure Functions, Azure OpenAI, cloud services, and background jobs • API integration and third-party system automation workflows • SQL Server, PostgreSQL, Redis: performance tuning and reliability • React-based admin panels when full-stack ownership is needed Clients usually hire me to: • Modernize legacy systems without breaking production • Diagnose and fix unstable APIs or backend issues • Build new backend features with clean architecture and solid validation • Add AI capabilities into existing applications in a practical, maintainable way • Improve deployment confidence, observability, and handover quality How I work: • Clear communication and fast response, so you always know where things stand • Practical planning with concrete next steps before writing a single line of code • Production-focused engineering with logging, error handling, testing, and maintainable code • Reliable delivery without unnecessary complexity If you have an existing codebase, I can quickly review the setup, identify the highest-priority issues, and propose the best path forward. If you are starting something new, I can help design and build it in a way that is clean, scalable, and easy to maintain long term. 16,000+ hours. 129 jobs. Let's build something that works.

🟢 100+ successful projects | Top Rated Plus | 10+ years of experience 🟢 I help businesses collect reliable data, automate workflows, integrate APIs, and build AI-powered systems that reduce manual work and turn messy processes into clean, scalable, production-ready solutions. I’m Sergii, Senior Automation & AI Engineer at DataOx. For 10+ years, we’ve helped startups, small businesses, and growing teams build custom data extraction systems, workflow automation tools, API integrations, backend platforms, data pipelines, and practical AI automation solutions. What I can help you with: • Web scraping & data extraction Custom scraping systems for websites, marketplaces, directories, eCommerce platforms, real estate platforms, job boards, online portals, social networks, and other public or structured data sources. • Data processing & data pipelines Cleaning, structuring, normalizing, transforming, and preparing data for reporting, analytics, dashboards, CRMs, databases, Google Sheets, Airtable, internal tools, or AI systems. • Workflow automation & browser automation Automation systems that replace repetitive manual work, connect tools, handle business logic, run scheduled processes, and reduce operational workload over time. • API integration & backend systems REST API integrations, third-party API connections, custom API development, backend logic, database workflows, admin panels, internal platforms, and scalable business systems. • AI automation & AI-powered tools AI agents, ChatGPT / OpenAI API integration, Claude, Gemini, AI-driven workflows, document processing, natural language interfaces, AI-generated reports, classification, extraction, and decision-making support systems. • Existing system improvement Bug fixing, refactoring, stabilization, performance improvements, error handling, documentation, feature enhancements, and long-term support for existing automation, scraping, backend, or AI systems. Typical projects we build: • Web scraping and data extraction platforms • Price monitoring and competitor monitoring tools • Lead generation and contact data collection systems • Workflow automation and process automation tools • API integrations between CRMs, databases, SaaS tools, and internal systems • AI-powered assistants, AI agents, and business automation tools • Document parsing, classification, and reporting systems • Data pipelines, ETL processes, and structured datasets • Dashboards, admin panels, and backend web applications • Google Sheets, Airtable, Telegram bot, and email automation workflows Why clients work with us: • Strong experience with similar projects • Clear understanding of technical requirements and business goals • Reliable communication and structured project delivery • Clean, maintainable, and scalable architecture • Strong problem-solving approach • Ability to handle changing requirements and real-world edge cases • Production-ready solutions with error handling and clear documentation • Long-term support after the first version is delivered Tech stack and tools: Python, Java, FastAPI, Django, Spring Boot, PostgreSQL, MySQL, MongoDB, REST APIs, Selenium, Playwright, Scrapy, BeautifulSoup, Pandas, ETL pipelines, cloud services, OpenAI API, ChatGPT, Claude, Gemini, Google Sheets API, Airtable API, CRM APIs, payment APIs, and custom backend systems. I work best with clients who need more than just a quick script. If you need an experienced developer or technical partner who can understand the goal, clarify the scope, build a reliable solution, and support it over time, I can help. Send me a message with your project details, data sources, tools, API requirements, or current workflow, and I’ll help you define the best technical approach.

Hey, I'm Shaz I am an AI Automation and AI Agent Development specialist helping businesses streamline operations, collect data, and grow through smart automation and custom software. Over the past five years, I've worked with B2B and B2C companies, delivering Business Process Automation systems that drive real revenue growth, both on and off Upwork. I've also provided AI Consulting to companies and small business owners looking to modernize their operations. Whether it's eliminating repetitive tasks like lead entry, spreadsheet updates, and follow-ups, or building custom AI Agent Development solutions like voice agents, AI receptionists, and RAG-based AI Chatbots, I focus on delivering reliable Automation systems that save time, cut costs, and help businesses scale. WHAT I CAN HELP WITH ● Business Process Automation — mapping and automating manual workflows end-to-end ● AI Chatbot development (RAG-based, LangChain, trained on PDFs, HTML, images) ● CRM Automation — GoHighLevel, HubSpot, and custom CRM integrations ● n8n and Make workflow builds for complex, multi-step automations ● Zapier automations for fast, no-code process connections ● API Integration and backend development to connect your tools and data ● AI Agent Development using n8n and Python for autonomous, task-driven agents ● Custom Python Backend Development — scrapers, data pipelines, and RESTful APIs built to spec If you're looking to save time, eliminate repetitive tasks, or bring Automation and AI Consulting expertise into your business, whether through n8n, Zapier, Make, or custom Python API Integration — let's talk. 🔧 SKILLS & EXPERTISE: 👉 Core Automation & Agents n8n | AI Agent Development | AI Agents | Agentic AI | Multi-Agent Systems | Business Process Automation | Workflow Automation | Automation Engineering | AI Workflow Orchestration | No-Code Automation | Zapier | Make | Digital Workers 👉 Web Scraping & Data Web Scraping | Data Extraction | Data Scraping | Scrapy | Playwright | Selenium | Zyte | OCR | Data Pipeline | Lead Generation 👉 AI / LLM LLM Implementation | LLM Integration | AI Integration | ChatGPT | Claude | Gemini | OpenAI | DeepSeek-V3/R1 | Llama 4 | Mistral | LangChain | LangGraph | CrewAI | Prompt Engineering | Tool Calling | Function Calling | RAG | Agentic RAG | GraphRAG | Hybrid Search | Vector Database | Pinecone | ChromaDB | Local LLMs | Ollama | MCP 👉 Chatbots & Voice AI Chatbot Development | Voice AI | Voice Agents | ElevenLabs | WhatsApp AI Automation 👉CRM & Integrations CRM Development | AI-Powered CRM Automation | GoHighLevel | HubSpot Automation | Airtable Automation | Notion AI | Zoho | Monday | ClickUp | ERP Automation | Stripe API | Twilio | WhatsApp Business API | Webhooks | REST APIs | API Integration 👉Dev/Infra Python for Automation | SQL | Database Design | Docker for AI | AWS | Azure | GitHub

Most businesses lose leads because website visitors don't receive an immediate response, calls and messages are missed after business hours, and follow-ups rely on manual effort. The result isn't just slower response times it's missed appointments, lost opportunities, and lost revenue. I build 𝐀𝐈 𝐂𝐡𝐚𝐭𝐛𝐨𝐭𝐬, 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬, 𝐕𝐨𝐢𝐜𝐞 𝐀𝐈, and 𝐀𝐈 𝐑𝐞𝐜𝐞𝐩𝐭𝐢𝐨𝐧𝐢𝐬𝐭𝐬 that help service businesses answer customer questions, qualify leads, book appointments, update CRMs, and automate customer communication across multiple channels. Whether you're a real estate team, agency, clinic, coach, or local service business, my goal is simple: help you capture more leads, improve customer response times, and reduce manual work with AI solutions designed around your business. 𝐖𝐡𝐚𝐭 𝐈 𝐁𝐮𝐢𝐥𝐝 𝐅𝐨𝐫 𝐘𝐨𝐮𝐫 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 ◉ 𝐀𝐈 𝐂𝐡𝐚𝐭𝐛𝐨𝐭𝐬 for customer support, sales, lead capture, and appointment booking across websites and messaging channels ◉ 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 that automate customer communication, lead qualification, CRM updates, follow-ups, and business workflows ◉ 𝐕𝐨𝐢𝐜𝐞 𝐀𝐈 & 𝐀𝐈 𝐑𝐞𝐜𝐞𝐩𝐭𝐢𝐨𝐧𝐢𝐬𝐭𝐬 for inbound phone calls, lead capture, appointment booking, and human handoff ◉ 𝐂𝐑𝐌 & 𝐋𝐞𝐚𝐝 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 with HubSpot, GoHighLevel, Airtable, spreadsheets, and custom business systems ◉ 𝐖𝐡𝐚𝐭𝐬𝐀𝐩𝐩, 𝐒𝐌𝐒 & 𝐂𝐮𝐬𝐭𝐨𝐦𝐞𝐫 𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 for faster responses and better customer engagement ◉ 𝐑𝐀𝐆 & 𝐊𝐧𝐨𝐰𝐥𝐞𝐝𝐠𝐞 𝐁𝐚𝐬𝐞 𝐀𝐈 trained on PDFs, websites, FAQs, and business documentation for accurate, business-specific answers ◉ 𝐀𝐏𝐈 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧𝐬 connecting AI with calendars, CRMs, email platforms, forms, phone systems, and third-party business software ◉ 𝐂𝐮𝐬𝐭𝐨𝐦 𝐀𝐝𝐦𝐢𝐧 𝐃𝐚𝐬𝐡𝐛𝐨𝐚𝐫𝐝𝐬 for managing AI knowledge, conversations, leads, analytics, and business workflows 𝐖𝐡𝐲 𝐂𝐥𝐢𝐞𝐧𝐭𝐬 𝐖𝐨𝐫𝐤 𝐖𝐢𝐭𝐡 𝐌𝐞 A successful AI project isn't just about connecting an LLM. It's about designing a complete workflow that fits your business and delivers measurable business results. Before building anything, I take time to understand how customer inquiries flow through your business, where leads are being lost, and which processes can be automated without disrupting your existing operations. ✅ AI solutions designed around your business goals not generic chatbots ✅ Voice AI, chat, SMS, and CRM working together as one customer communication system ✅ Human handoff for conversations that require personal attention ✅ Reliable CRM, calendar, and API integrations ✅ RAG-powered AI with business-specific knowledge ✅ Clear communication and transparent project delivery ✅ Scalable solutions built for long-term business growth 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬 OpenAI, OpenAI Agents SDK, ElevenLabs, FastAPI, Python, LangChain, React, Twilio, n8n, Qdrant, Supabase, Airtable, REST APIs, Vector Databases, RAG, CRM Automation, Voice AI. 𝐋𝐞𝐭'𝐬 𝐁𝐮𝐢𝐥𝐝 𝐒𝐨𝐦𝐞𝐭𝐡𝐢𝐧𝐠 𝐓𝐡𝐚𝐭 𝐃𝐞𝐥𝐢𝐯𝐞𝐫𝐬 𝐑𝐞𝐚𝐥 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐑𝐞𝐬𝐮𝐥𝐭𝐬 If you're looking for an AI developer who can build AI chatbots, AI agents, Voice AI, AI receptionists, CRM automation, and complete customer communication systems that help your business capture more leads and automate operations, I'd be happy to discuss your project and recommend the right solution.

⭐ Top Rated | 100% Job Success | 10+ Years Experience | Custom Web Apps & AI Integrations 🚀 React | Laravel | Node.js | MERN | Vue | AI & LLM Engineer 👋 Hi, I’m Anuj — a Full Stack Developer specialising in building custom web applications designed specifically around your business requirements. Whether you need new features, automation, AI integrations, or a complete web platform, I develop solutions that scale smoothly and work exactly the way your business needs. I build modern applications using React, Laravel, Node.js, MERN, and Vue, and I integrate third-party APIs and AI systems (OpenAI, Stripe, Xero, Google APIs, etc.) to automate processes, improve workflows, and enhance user experience. 💡 What I Can Build for You ✅ Custom web applications tailored to your business needs ✅ AI dashboards & custom AI tools ✅ Chatbots, intelligent assistants, RAG systems, vector databases ✅ Workflow automation (Apps Script, APIs, Webhooks) ✅ Multi-tenant SaaS platforms ✅ Full Stack React, Next.js, Vue applications ✅ Laravel & Node.js backend systems ✅ MERN stack applications ✅ Secure REST APIs & third-party integrations ✅ Payment gateways, accounting APIs, CRM/ERP integrations 🛠️ Tech Stack Frontend: React, Next.js, Vue, Tailwind Backend: Laravel, Node.js, Express, MERN Databases: MongoDB, MySQL AI & Automation: OpenAI, LangChain, Agents, Apps Script Integrations: Stripe, Xero, Razorpay, QuickBooks, Google APIs ⭐ Why Clients Hire Me ✔ I translate business requirements into real, working software ✔ 10+ years of experience building custom applications ✔ Top Rated with long-term client relationships ✔ Strong communication & clear documentation ✔ Fast delivery of stable MVPs and scalable solutions 📩 Let’s build a custom solution that fits your business perfectly — message me to get started!

𝐀𝐈 𝐒𝐨𝐥𝐮𝐭𝐢𝐨𝐧 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭 with 𝟖+ 𝐲𝐞𝐚𝐫𝐬 of experience designing 𝐀𝐈 𝐩𝐨𝐰𝐞𝐫𝐞𝐝 𝐚𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬, 𝐞𝐧𝐭𝐞𝐫𝐩𝐫𝐢𝐬𝐞 𝐬𝐨𝐟𝐭𝐰𝐚𝐫𝐞, 𝐒𝐚𝐚𝐒 𝐩𝐥𝐚𝐭𝐟𝐨𝐫𝐦𝐬, 𝐄𝐑𝐏 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬, and 𝐜𝐥𝐨𝐮𝐝-𝐧𝐚𝐭𝐢𝐯𝐞 𝐬𝐲𝐬𝐭𝐞𝐦𝐬 using 𝐏𝐲𝐭𝐡𝐨𝐧, 𝐃𝐣𝐚𝐧𝐠𝐨, 𝐌𝐄𝐑𝐍, and modern Artificial Intelligence technologies. 𝐓𝐨𝐩 𝐑𝐚𝐭𝐞𝐝 on Upwork, delivering production ready solutions that combine AI automation, scalable architecture, intelligent integrations, and enterprise grade engineering. I specialize in architecting intelligent business platforms by integrating AI into existing software, modernizing enterprise applications, building scalable backend systems, and designing secure cloud infrastructure that helps businesses automate workflows and accelerate digital transformation. ━━━━━━━━━━━━━━━━━━━━━━ 𝐖𝐡𝐚𝐭 𝐈 𝐁𝐮𝐢𝐥𝐝 ━━━━━━━━━━━━━━━━━━━━━━ 𝐀𝐈 & 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐭 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐀𝐫𝐭𝐢𝐟𝐢𝐜𝐢𝐚𝐥 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞, 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠, 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈, 𝐎𝐩𝐞𝐧𝐀𝐈, 𝐂𝐥𝐚𝐮𝐝𝐞, 𝐆𝐞𝐦𝐢𝐧𝐢, 𝐋𝐋𝐌𝐬, 𝐋𝐚𝐧𝐠𝐂𝐡𝐚𝐢𝐧, 𝐋𝐚𝐧𝐠𝐆𝐫𝐚𝐩𝐡, 𝐑𝐀𝐆, 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬, 𝐕𝐞𝐜𝐭𝐨𝐫 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞𝐬, intelligent chatbots, AI workflow automation, semantic search, document intelligence, and AI integration into enterprise systems. 𝐏𝐲𝐭𝐡𝐨𝐧 & 𝐄𝐧𝐭𝐞𝐫𝐩𝐫𝐢𝐬𝐞 𝐁𝐚𝐜𝐤𝐞𝐧𝐝 𝐏𝐲𝐭𝐡𝐨𝐧, 𝐃𝐣𝐚𝐧𝐠𝐨, 𝐅𝐚𝐬𝐭𝐀𝐏𝐈, 𝐅𝐥𝐚𝐬𝐤, REST APIs, GraphQL, microservices, authentication, OAuth, JWT, asynchronous processing, scalable backend architecture, API development, and enterprise business applications. 𝐌𝐄𝐑𝐍 & 𝐅𝐮𝐥𝐥-𝐒𝐭𝐚𝐜𝐤 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 𝐌𝐨𝐧𝐠𝐨𝐃𝐁, 𝐄𝐱𝐩𝐫𝐞𝐬𝐬.𝐣𝐬, 𝐑𝐞𝐚𝐜𝐭, 𝐍𝐨𝐝𝐞.𝐣𝐬, 𝐍𝐞𝐱𝐭.𝐣𝐬, 𝐓𝐲𝐩𝐞𝐒𝐜𝐫𝐢𝐩𝐭, 𝐉𝐚𝐯𝐚𝐒𝐜𝐫𝐢𝐩𝐭, responsive dashboards, SaaS platforms, admin portals, customer portals, business automation systems, and enterprise web applications. 𝐀𝐖𝐒 & 𝐂𝐥𝐨𝐮𝐝 𝐈𝐧𝐟𝐫𝐚𝐬𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞 𝐀𝐖𝐒 (𝐄𝐂𝟐, 𝐒𝟑, 𝐑𝐃𝐒, 𝐋𝐚𝐦𝐛𝐝𝐚, 𝐄𝐂𝐒, 𝐂𝐥𝐨𝐮𝐝𝐅𝐫𝐨𝐧𝐭, 𝐀𝐏𝐈 𝐆𝐚𝐭𝐞𝐰𝐚𝐲), 𝐃𝐨𝐜𝐤𝐞𝐫, 𝐊𝐮𝐛𝐞𝐫𝐧𝐞𝐭𝐞𝐬, 𝐓𝐞𝐫𝐫𝐚𝐟𝐨𝐫𝐦, 𝐂𝐈/𝐂𝐃, serverless architecture, Infrastructure as Code (IaC), cloud migration, monitoring, logging, and high-availability deployment. ━━━━━━━━━━━━━━━━━━━━━━ 𝐁𝐞𝐬𝐭 𝐅𝐢𝐭 𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬 ━━━━━━━━━━━━━━━━━━━━━━ ✔ 𝐀𝐈 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 & 𝐄𝐧𝐭𝐞𝐫𝐩𝐫𝐢𝐬𝐞 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 ✔ 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈, 𝐋𝐋𝐌 & 𝐑𝐀𝐆 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬 ✔ 𝐏𝐲𝐭𝐡𝐨𝐧, 𝐃𝐣𝐚𝐧𝐠𝐨 & 𝐅𝐚𝐬𝐭𝐀𝐏𝐈 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 ✔ 𝐌𝐄𝐑𝐍 𝐒𝐭𝐚𝐜𝐤 & 𝐒𝐚𝐚𝐒 𝐏𝐥𝐚𝐭𝐟𝐨𝐫𝐦𝐬 ✔ 𝐄𝐑𝐏 & 𝐂𝐑𝐌 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧𝐬 ✔ 𝐀𝐏𝐈 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 & 𝐓𝐡𝐢𝐫𝐝 𝐏𝐚𝐫𝐭𝐲 𝐀𝐏𝐈 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 ✔ 𝐄𝐧𝐭𝐞𝐫𝐩𝐫𝐢𝐬𝐞 𝐃𝐢𝐠𝐢𝐭𝐚𝐥 𝐓𝐫𝐚𝐧𝐬𝐟𝐨𝐫𝐦𝐚𝐭𝐢𝐨𝐧 ━━━━━━━━━━━━━━━━━━━━━━ 𝐓𝐞𝐜𝐡𝐧𝐢𝐜𝐚𝐥 𝐒𝐭𝐚𝐜𝐤 ━━━━━━━━━━━━━━━━━━━━━━ 𝐀𝐈: 𝐀𝐫𝐭𝐢𝐟𝐢𝐜𝐢𝐚𝐥 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 | 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 | 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈 | 𝐎𝐩𝐞𝐧𝐀𝐈 | 𝐂𝐥𝐚𝐮𝐝𝐞 | 𝐆𝐞𝐦𝐢𝐧𝐢 | 𝐋𝐚𝐧𝐠𝐂𝐡𝐚𝐢𝐧 | 𝐋𝐚𝐧𝐠𝐆𝐫𝐚𝐩𝐡 | 𝐋𝐋𝐌 | 𝐑𝐀𝐆 | 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 𝐁𝐚𝐜𝐤𝐞𝐧𝐝: 𝐏𝐲𝐭𝐡𝐨𝐧 | 𝐃𝐣𝐚𝐧𝐠𝐨 | 𝐅𝐚𝐬𝐭𝐀𝐏𝐈 | 𝐅𝐥𝐚𝐬𝐤 | REST API | GraphQL | Microservices 𝐅𝐮𝐥𝐥-𝐒𝐭𝐚𝐜𝐤: 𝐌𝐨𝐧𝐠𝐨𝐃𝐁 | 𝐄𝐱𝐩𝐫𝐞𝐬𝐬.𝐣𝐬 | 𝐑𝐞𝐚𝐜𝐭 | 𝐍𝐨𝐝𝐞.𝐣𝐬 | 𝐍𝐞𝐱𝐭.𝐣𝐬 | 𝐓𝐲𝐩𝐞𝐒𝐜𝐫𝐢𝐩𝐭 | 𝐉𝐚𝐯𝐚𝐒𝐜𝐫𝐢𝐩 | 𝐇𝐑𝐌 | 𝐀𝐜𝐜𝐨𝐮𝐧𝐭𝐢𝐧𝐠 | 𝐈𝐧𝐯𝐞𝐧𝐭𝐨𝐫𝐲 | 𝐒𝐚𝐥𝐞𝐬 | 𝐏𝐮𝐫𝐜𝐡𝐚𝐬𝐞 | 𝐌𝐚𝐧𝐮𝐟𝐚𝐜𝐭𝐮𝐫𝐢𝐧𝐠 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞𝐬: 𝐏𝐨𝐬𝐭𝐠𝐫𝐞𝐒𝐐𝐋 | 𝐌𝐲𝐒𝐐𝐋 | 𝐌𝐨𝐧𝐠𝐨𝐃𝐁 | 𝐑𝐞𝐝𝐢𝐬 | 𝐄𝐥𝐚𝐬𝐭𝐢𝐜𝐬𝐞𝐚𝐫𝐜𝐡 ━━━━━━━━━━━━━━━━━━━━━━ If you need an 𝐀𝐈 𝐒𝐨𝐥𝐮𝐭𝐢𝐨𝐧 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭 who can integrate Artificial Intelligence into existing products, build scalable 𝐏𝐲𝐭𝐡𝐨𝐧 & 𝐌𝐄𝐑𝐍 applications, customize , design secure APIs, and deploy enterprise solutions, 𝐥𝐞𝐭'𝐬 𝐜𝐨𝐧𝐧𝐞𝐜𝐭.

AI Automation Expert | Built 70+ workflows, reduced manual work by 60–70%, and automated CRM, lead generation, marketing automation, and API systems using n8n, Make, Zapier, and OpenAI. I design scalable automation systems that run 24/7 and replace manual work completely. 𝗜 𝗕𝘂𝗶𝗹𝗱 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 𝘀𝘆𝘀𝘁𝗲𝗺𝘀 𝘁𝗵𝗮𝘁 𝗿𝗲𝗽𝗹𝗮𝗰𝗲 𝗺𝗮𝗻𝘂𝗮𝗹 𝘄𝗼𝗿𝗸 Manual processes, slow CRM updates, disconnected marketing systems, and repetitive admin work quietly reduce efficiency, slow growth, and cost revenue. I help businesses solve this by building AI automation systems, marketing automation workflows, and backend integrations that connect everything and run reliably in the background. 𝗛𝗼𝘄 𝗜 𝗵𝗲𝗹𝗽 𝘆𝗼𝘂𝗿 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀 I design and implement automation systems that remove bottlenecks across your operations, marketing, and internal workflows. ➤ Automate lead generation, outreach, and CRM syncing ➤ Build marketing automation systems for campaigns and follow-ups ➤ Connect tools using APIs, webhooks, and automation workflows ➤ Implement AI agents for communication, support, and operations ➤ Create backend automation systems that run without manual input 𝗪𝗵𝗮𝘁 𝗜 𝗯𝘂𝗶𝗹𝗱 𝗟𝗲𝗮𝗱 𝗴𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝗼𝗻 𝗮𝗻𝗱 𝗼𝘂𝘁𝗿𝗲𝗮𝗰𝗵 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 ➤ B2B lead scraping, enrichment, and qualification ➤ Multi-channel outreach (email, SMS, voice, WhatsApp) ➤ Automated scheduling and CRM syncing ➤ Continuous lead flow systems that run 24/7 𝗖𝗥𝗠 𝗮𝗻𝗱 𝘀𝗮𝗹𝗲𝘀 𝗽𝗶𝗽𝗲𝗹𝗶𝗻𝗲 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 ➤ Automated lead capture from ads to CRM ➤ Lead scoring, segmentation, and routing ➤ Follow-up sequences and pipeline tracking ➤ Reporting dashboards for sales visibility 𝗔𝗜 𝗮𝗻𝗱 𝗰𝗼𝗺𝗺𝘂𝗻𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 ➤ AI chatbots and voice agents (OpenAI, Vapi, ElevenLabs) ➤ WhatsApp, Telegram, and SMS automation ➤ AI-driven customer engagement workflows ➤ AI agents integrated with CRM and backend systems 𝗠𝗮𝗿𝗸𝗲𝘁𝗶𝗻𝗴 𝗮𝗻𝗱 𝗰𝗼𝗻𝘁𝗲𝗻𝘁 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 ➤ Automated social media posting and scheduling ➤ AI-generated content systems ➤ Campaign automation and analytics tracking ➤ Integration with Airtable, Notion, and marketing tools 𝗙𝗶𝗻𝗮𝗻𝗰𝗲 𝗮𝗻𝗱 𝗱𝗼𝗰𝘂𝗺𝗲𝗻𝘁 𝘄𝗼𝗿𝗸𝗳𝗹𝗼𝘄𝘀 ➤ Automated invoicing and billing (Stripe, QuickBooks, Xero) ➤ Payment tracking and reporting systems ➤ Document workflows and e-signatures ➤ CRM and finance system integrations 𝗛𝗥 𝗮𝗻𝗱 𝗶𝗻𝘁𝗲𝗿𝗻𝗮𝗹 𝗽𝗿𝗼𝗰𝗲𝘀𝘀 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 ➤ Automated onboarding and hiring workflows ➤ Task management and internal notifications ➤ Slack and email automation for teams ➤ Training and internal systems setup 𝗗𝗮𝘁𝗮 𝗮𝗻𝗱 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗶𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 ➤ Centralized data pipelines and syncing ➤ Real-time dashboards (Power BI, Looker, Tableau) ➤ Predictive insights and reporting ➤ SEO and content automation systems 𝗥𝗲𝘀𝘂𝗹𝘁𝘀 𝗜 𝗱𝗲𝗹𝗶𝘃𝗲𝗿 ➤ Reduced manual work by up to 60–70% ➤ Automated lead generation and marketing workflows ➤ Improved response time and conversion rates ➤ Built scalable systems for agencies and SaaS businesses ➤ Eliminated repetitive admin work across operations 𝗜𝗻𝗱𝘂𝘀𝘁𝗿𝗶𝗲𝘀 𝗜 𝘄𝗼𝗿𝗸 𝘄𝗶𝘁𝗵 ➤ SaaS startups and AI platforms ➤ Marketing and automation agencies ➤ E-commerce and lead generation businesses ➤ Real estate and service-based companies ➤ CRM-driven sales teams 𝗧𝗼𝗼𝗹𝘀 𝗮𝗻𝗱 𝘁𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝗶𝗲𝘀 ➤ Automation: n8n, Make, Zapier, LangChain, OpenAI, Claude ➤ AI & Communication: Vapi, Twilio, WhatsApp API, Retell.ai, ElevenLabs, Synthflow ➤ CRM: HubSpot, GoHighLevel, Salesforce, Pipedrive, Zoho ➤ Data & Workflow: Airtable, Notion, Google Sheets, ClickUp, Asana ➤ Finance: Stripe, QuickBooks, Xero, PayPal, DocuSign ➤ Data & BI: BigQuery, PostgreSQL, Power BI, Looker Studio, Tableau ➤ Development: JavaScript, TypeScript, Python, APIs, Webhooks 𝗛𝗼𝘄 𝗜 𝘄𝗼𝗿𝗸 I focus on building systems that are simple, scalable, and reliable. First, I analyze your current workflows and identify inefficiencies. Then, I design automation opportunities across your operations and marketing. Finally, I build a system that connects your tools and runs automatically. 𝗘𝘃𝗲𝗿𝘆 𝗽𝗿𝗼𝗷𝗲𝗰𝘁 𝗶𝗻𝗰𝗹𝘂𝗱𝗲𝘀: ➤ Workflow architecture and mapping ➤ Clean implementation and testing ➤ Full documentation and Loom walkthroughs ➤ Ongoing support and optimization Let’s automate your business If you want to automate your workflows, connect your systems, and scale your operations using AI automation and marketing automation, send me a message. 𝗜’𝗹𝗹 𝗿𝗲𝘃𝗶𝗲𝘄 𝘆𝗼𝘂𝗿 𝘀𝗲𝘁𝘂𝗽, 𝗶𝗱𝗲𝗻𝘁𝗶𝗳𝘆 𝗯𝗼𝘁𝘁𝗹𝗲𝗻𝗲𝗰𝗸𝘀, 𝗮𝗻𝗱 𝘀𝘂𝗴𝗴𝗲𝘀𝘁 𝘁𝗵𝗲 𝗯𝗲𝘀𝘁 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 𝗮𝗽𝗽𝗿𝗼𝗮𝗰𝗵 𝗳𝗼𝗿 𝘆𝗼𝘂𝗿 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀. AI automation workflow automation business automation operations automation n8n expert n8n developer n8n consultant n8n workflows n8n integrations Make expert Integromat Zapier Claude AI

"Your SaaS platform is 99% done." Real-time data doesn't work. API integrations fail under load. AI functionality was added but never connected to real data. Works for 10 users. Breaks at 1,000. The full-stack developer is gone. The pre-deployment audit says: start over. My Clients never tell this story. ⭐ Top Rated Plus ⭐ 100% Job Success ⭐ 92% client retention ⭐ 8 years in the game ⭐ 3M+ unique users in production ⭐ 200K+ monthly active users ⭐ 37+ AI-powered solutions I'm a full-stack developer specializing in SaaS platform development, Node.js, Python, and API integration. I build healthcare platforms, AI assistants, AI automation platforms, fintech systems, B2B SaaS applications, and enterprise integrations. Multi-tenant SaaS platforms, backend APIs, cloud infrastructure, and AI integrations using OpenAI API, Claude API, LangChain, and RAG architectures. Every SaaS platform I deliver is production-ready - scalable from day one, not rebuilt in six months. Here's how I prevent each of those: 🔴 "99% done" I define done as production-ready. A SaaS platform isn't finished until it's load-tested, edge cases are handled, and your team can maintain it. No surprises after handover. 📡 Real-time data I architect the real-time data layer from the start, not as an afterthought. WebSockets, event-driven systems, live dashboards that actually update when your data does. 🔌 API integrations I build every API integration with error handling, retry logic, rate limiting, and monitoring built in. When a third-party updates their endpoints, your SaaS platform keeps running. 🤖 AI functionality I connect AI to your actual business data, not a feature floating above your product. RAG systems, OpenAI API, Claude API, LangChain - embedded in the data layer where it creates real value. 📈 Scalability Every SaaS platform I build is designed for 10x your current load from day one. Multi-tenant architecture, database optimization, cloud infrastructure that grows without a rebuild. 👤 The full-stack developer disappears 92% of my clients return for the next project. Full documentation, knowledge transfer, and ongoing support are part of how I work. ✅ Pre-deployment — I deliver code that passes any audit. Architecture reviews, performance testing, and security checks are part of the build, not a last-minute discovery. What I build: 🏗️ SaaS Platforms Multi-tenant architecture, subscription management, role-based access control, B2B SaaS applications 🔌 API & Backend Development Node.js, NestJS, Python, FastAPI, REST API, GraphQL, microservices, API integration with third-party services 🤖 AI Integration RAG systems, AI agents, OpenAI API, Claude API, LangChain, LLM integration, AI-powered automation ☁️ Cloud Infrastructure AWS, Docker, Kubernetes, serverless, cost-effective high-performance architecture 📊 Data-Driven Dashboards Real-time analytics, financial reporting, BI migration, data visualization, Customer 360 🔄 Automation & Workflows WhatsApp Commerce platforms, n8n, Zapier, custom automation pipelines 🛡️ Enterprise Integrations CRM/ERP, Salesforce, HubSpot, healthcare platforms, fintech systems, Stripe ⚙️ Tech Stack: NestJS, FastAPI, React, Next.js, TypeScript · AWS, PostgreSQL, MongoDB, Redis What's the product? Tell me the outcome and I'll architect the path to get there. full-stack developer · full stack development · SaaS platform · SaaS developer · SaaS platform development · B2B SaaS · multi-tenant SaaS · multi-tenant architecture · AI SaaS · Node.js developer · Node.js backend · NestJS developer · Python developer · Python backend · FastAPI developer · React developer · Next.js developer · TypeScript developer · backend developer · backend development · API development · REST API · GraphQL API · API integration · webhook integration · payment integration · web application · web application development · scalable web application · SaaS application · SaaS MVP · cloud infrastructure · AWS · Docker · Kubernetes · serverless · microservices · AI integration · AI-powered SaaS · OpenAI API · Claude API · Anthropic · LangChain · RAG · AI agents · LLM integration · AI chatbot · automation · workflow automation · n8n · Zapier · data platform · real-time dashboard · data visualization · PostgreSQL · MongoDB · Redis · CRM integration · ERP integration · HubSpot · Salesforce · healthcare platform · fintech · IoT platform · long-term partnership · ongoing development · enterprise web development · full-stack engineer · software engineer · payment gateway · subscription management · role-based access control · multi-tenant · Claude Code · full-stack AI engineer · SaaS development company · backend development services