𝐒𝐞𝐧𝐢𝐨𝐫 𝐀𝐈 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 & 𝐅𝐮𝐥𝐥-𝐒𝐭𝐚𝐜𝐤 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭 | 𝟏𝟎+ 𝐘𝐞𝐚𝐫𝐬 𝐨𝐟 𝐄𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞 | 𝟓𝟎+ 𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬 𝐃𝐞𝐥𝐢𝐯𝐞𝐫𝐞𝐝 | 𝟏𝟎𝟎% 𝐉𝐨𝐛 𝐒𝐮𝐜𝐜𝐞𝐬𝐬 ━━━━━━━━━━━━━━━━━━ 𝐄𝐍𝐃-𝐓𝐎-𝐄𝐍𝐃 𝐏𝐑𝐎𝐃𝐔𝐂𝐓 𝐃𝐄𝐕𝐄𝐋𝐎𝐏𝐌𝐄𝐍𝐓 𝐄𝐗𝐏𝐄𝐑𝐓𝐈𝐒𝐄 ━━━━━━━━━━━━━━━━━━ ◆ Startup MVP Development Services ◆ SaaS Product Development Solutions ◆ Custom Web Application Development ◆ AI Agents, LLM Apps & Smart Chatbots ◆ Business Process Automation & Integration ◆ Remote Patient Monitoring (RPM) Systems ◆ Electronic Health Records (EHR) Solutions ━━━━━━━━━━━━━━━━━━ 𝐀𝐈-𝐏𝐎𝐖𝐄𝐑𝐄𝐃 𝐒𝐎𝐋𝐔𝐓𝐈𝐎𝐍𝐒 𝐏𝐎𝐑𝐓𝐅𝐎𝐋𝐈𝐎 ━━━━━━━━━━━━━━━━━━ ◆ ConnexGuard – Problem: Manual staff scheduling and compliance. Solution: Developed an AI workforce management platform. Impact: Reduced operational overhead by 25%. ◆ DM Clinical – Problem: Slow clinical trial recruitment. Solution: Built AI voice agents for outreach, screening, and scheduling. Impact: Faster recruitment with reduced manual effort. ◆ America First Healthcare – Problem: Manual patient engagement and appointment booking. Solution: Created an AI voice assistant for calls and scheduling. Impact: Increased qualified appointments. ◆ SupplementScribe – Problem: Generic supplement recommendations. Solution: Developed an AI-powered personalized recommendation platform. Impact: Delivered evidence-based health guidance. ◆ GaapIQ – Problem: Time-consuming financial research. Solution: Built an AI platform for search and automated memo generation. Impact: Accelerated research workflows. ◆ FLIT – Problem: Inefficient hiring and candidate matching. Solution: Built an AI-powered talent marketplace. Impact: Streamlined recruitment workflows. ◆ LifeWeaver – Problem: Limited personal data insights. Solution: Created an AI analytics platform for wellness and digital footprint tracking. Impact: Enabled privacy-focused long-term analytics. ━━━━━━━━━━━━━━━━━━ 𝐇𝐎𝐖 𝐈 𝐇𝐄𝐋𝐏 𝐘𝐎𝐔 𝐒𝐂𝐀𝐋𝐄 𝐅𝐀𝐒𝐓𝐄𝐑 ━━━━━━━━━━━━━━━━━━ Healthcare Operations ◆ Automate patient booking, screening, and follow-ups to save staff time ◆ Reduce manual hospital work with smart automation systems ◆ Help teams handle patients faster and more efficiently Insurance & Billing Work ◆ Simplify insurance-related data handling and coordination ◆ Reduce delays and mistakes in paperwork and communication ◆ Make back-office healthcare work faster and more organized Automation & Efficiency ◆ Automate staff scheduling and daily hospital operations ◆ Build AI tools that handle repetitive tasks automatically ◆ Help healthcare teams work with less manual effort Patient Communication ◆ Automate patient calls, messages, and reminders ◆ Help patients book appointments and get faster responses ◆ Improve communication between hospitals and patients Scalable Systems ◆ Build systems that can grow from small clinics to large hospitals ◆ Make healthcare platforms faster, stable, and easy to manage ◆ Connect different tools and systems into one workflow ━━━━━━━━━━━━━━━━━━ 𝐇𝐎𝐖 𝐈 𝐇𝐄𝐋𝐏 𝐘𝐎𝐔 𝐒𝐂𝐀𝐋𝐄 𝐘𝐎𝐔𝐑 𝐁𝐔𝐒𝐈𝐍𝐄𝐒𝐒 ━━━━━━━━━━━━━━━━━━ ◆ Build scalable SaaS platforms from MVP to production-ready systems ◆ Design multi-tenant SaaS architectures for long-term scalability ◆ Integrate AI features, LLM workflows, RAG pipelines & intelligent automation ◆ Optimize backend systems for performance, reliability & scalability ◆ Develop HIPAA-ready healthcare platforms with secure data handling ◆ Build complex role-based systems with real-time workflows & APIs ◆ Reduce technical debt with clean, maintainable engineering practices ━━━━━━━━━━━━━━━━━━ 𝐂𝐎𝐑𝐄 𝐓𝐄𝐂𝐇𝐍𝐎𝐋𝐎𝐆𝐈𝐄𝐒 & 𝐄𝐗𝐏𝐄𝐑𝐓𝐈𝐒𝐄 ━━━━━━━━━━━━━━━━━━ ◆ AI & LLMs: GPT-4, OpenAI APIs, LangChain, RAG Pipelines, AI Agents, Pinecone, FAISS ◆ Backend Development: Python, Django, FastAPI, Node.js, REST APIs, GraphQL, WebSockets ◆ Frontend Development: React.js, Next.js, Modern UI/UX Interfaces ◆ Databases: PostgreSQL, MongoDB, Redis, Vector Databases ◆ Cloud & DevOps: AWS, Docker, CI/CD Pipelines, Serverless Architecture ◆ Security & Compliance: HIPAA-ready systems, RBAC, JWT, OAuth 2.0, SSO ━━━━━━━━━━━━━━━━━━ 𝐋𝐄𝐓’𝐒 𝐁𝐔𝐈𝐋𝐃 𝐒𝐎𝐌𝐄𝐓𝐇𝐈𝐍𝐆 𝐒𝐂𝐀𝐋𝐀𝐁𝐋𝐄 & 𝐇𝐈𝐆𝐇-𝐈𝐌𝐏𝐀𝐂𝐓 ━━━━━━━━━━━━━━━━━━

𝐀𝐈 𝐢𝐬 𝐨𝐧𝐥𝐲 𝐯𝐚𝐥𝐮𝐚𝐛𝐥𝐞 𝐰𝐡𝐞𝐧 𝐢𝐭 𝐫𝐮𝐧𝐬 𝐲𝐨𝐮𝐫 𝐛𝐮𝐬𝐢𝐧𝐞𝐬𝐬 — 𝐧𝐨𝐭 𝐰𝐡𝐞𝐧 𝐢𝐭 𝐬𝐢𝐭𝐬 𝐢𝐧 𝐚 𝐝𝐞𝐦𝐨. I design and build 𝐞𝐧𝐝-𝐭𝐨-𝐞𝐧𝐝 ai systems that combine 𝐦𝐚𝐜𝐡𝐢𝐧𝐞 𝐥𝐞𝐚𝐫𝐧𝐢𝐧𝐠, 𝐚𝐮𝐭𝐨𝐧𝐨𝐦𝐨𝐮𝐬 𝐚𝐠𝐞𝐧𝐭𝐬, 𝐰𝐨𝐫𝐤𝐟𝐥𝐨𝐰 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧, and 𝐟𝐮𝐥𝐥-𝐬𝐭𝐚𝐜𝐤 𝐚𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬 into one cohesive, production-ready ecosystem. 𝐅𝐫𝐨𝐦 𝐝𝐚𝐭𝐚 𝐢𝐧𝐠𝐞𝐬𝐭𝐢𝐨𝐧 → 𝐌𝐋 𝐦𝐨𝐝𝐞𝐥𝐢𝐧𝐠 → 𝐢𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐭 𝐚𝐠𝐞𝐧𝐭𝐬 → 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐞𝐝 𝐰𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬 → 𝐮𝐬𝐞𝐫-𝐟𝐚𝐜𝐢𝐧𝐠 𝐝𝐚𝐬𝐡𝐛𝐨𝐚𝐫𝐝𝐬, 𝐈 𝐡𝐚𝐧𝐝𝐥𝐞 𝐭𝐡𝐞 𝐜𝐨𝐦𝐩𝐥𝐞𝐭𝐞 𝐥𝐢𝐟𝐞𝐜𝐲𝐜𝐥𝐞 — 𝐞𝐧𝐬𝐮𝐫𝐢𝐧𝐠 𝐲𝐨𝐮𝐫 𝐀𝐈 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧 𝐢𝐬 𝐫𝐞𝐥𝐢𝐚𝐛𝐥𝐞, 𝐬𝐜𝐚𝐥𝐚𝐛𝐥𝐞, 𝐚𝐧𝐝 𝐛𝐮𝐢𝐥𝐭 𝐟𝐨𝐫 𝐫𝐞𝐚𝐥-𝐰𝐨𝐫𝐥𝐝 𝐮𝐬𝐚𝐠𝐞. 🚀 𝐖𝐡𝐚𝐭 𝐈 𝐁𝐮𝐢𝐥𝐝 (𝐄𝐧𝐝-𝐭𝐨-𝐄𝐧𝐝) 🤖 𝐀𝐮𝐭𝐨𝐧𝐨𝐦𝐨𝐮𝐬 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 & 𝐎𝐫𝐜𝐡𝐞𝐬𝐭𝐫𝐚𝐭𝐢𝐨𝐧 I specialize in "Agentic" workflows where AI can use tools, remember context, and collaborate: Frameworks: LangGraph, CrewAI, and LangChain. Capabilities: Tool-calling, persistent memory, and multi-agent systems. Agentic Workflows: n8n-based logic for complex decision routing. Use Cases: Automated Lead Qualification, AI Support Resolution, and Operations Routing. 📊 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 & 𝐏𝐫𝐞𝐝𝐢𝐜𝐭𝐢𝐯𝐞 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 I build custom ML pipelines that turn raw data into foresight: Forecasting: Predictive analytics for sales and market trends. Security: Anomaly and fraud detection systems. End-to-End MLOps: Data collection, feature engineering, model training, and monitoring. ⚙️ 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐭 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 I replace manual overhead with event-driven ecosystems: Platforms: Expertise in n8n, Make, and Zapier. Custom Logic: Deep Python-based automations for complex logic. Impact: Real-time reporting, automated sales pipelines, and AI-triggered operations. 🌐 𝐅𝐮𝐥𝐥-𝐒𝐭𝐚𝐜𝐤 𝐀𝐈 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 I provide a single point of accountability for your entire application: Backend: Production-grade FastAPI and Node JS APIs with RAG integration. Frontend: React dashboards and AI Copilot interfaces. Knowledge Bases: Vector databases like Pinecone and Weaviate for enterprise RAG. 🛠️ 𝐂𝐨𝐦𝐩𝐥𝐞𝐭𝐞 𝐓𝐞𝐜𝐡 𝐒𝐭𝐚𝐜𝐤 AI & Agents: LangGraph, CrewAI, LangChain, OpenAI, Claude, Gemini. ML Systems: Python, PyTorch, Scikit-learn, Hugging Face. Automation: n8n, Make, Zapier, Custom Python Scripting. Full-Stack: React, FastAPI, Node JS, PostgreSQL, Vector Databases. Infrastructure: AWS, GCP, Docker (Microservices-ready). 💡 𝐖𝐡𝐲 𝐂𝐥𝐢𝐞𝐧𝐭𝐬 𝐂𝐡𝐨𝐨𝐬𝐞 𝐌𝐞 Systems Thinking: I design interconnected AI ecosystems, not isolated features. Production-First: No fragile prototypes. Every system is built to be secure and scalable. Direct ROI: I focus on automation that pays for itself by reducing overhead and error. 𝐋𝐞𝐭’𝐬 𝐭𝐮𝐫𝐧 𝐲𝐨𝐮𝐫 𝐰𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬 𝐢𝐧𝐭𝐨 𝐢𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐭, 𝐚𝐮𝐭𝐨𝐧𝐨𝐦𝐨𝐮𝐬 𝐬𝐲𝐬𝐭𝐞𝐦𝐬. 𝐌𝐞𝐬𝐬𝐚𝐠𝐞 𝐦𝐞 𝐭𝐨 𝐝𝐢𝐬𝐜𝐮𝐬𝐬 𝐡𝐨𝐰 𝐰𝐞 𝐜𝐚𝐧 𝐬𝐜𝐚𝐥𝐞 𝐲𝐨𝐮𝐫 𝐨𝐩𝐞𝐫𝐚𝐭𝐢𝐨𝐧𝐬 𝐰𝐢𝐭𝐡 𝐀𝐈.

I am a Full Stack Developer with 5+ years of experience helping clients turn their ideas into real, working products. I have strong experience in both web & mobile application development, along with building complete frontend and backend solutions that are practical, user-friendly, and aligned with various business needs. Beyond development, I also help clients improve and grow their products over time by adding new features, integrating AI-powered functionality, optimizing performance, and maintaining long-term stability. Whether it’s building from scratch, fixing existing issues, or upgrading an application with modern technologies, I focus on delivering clean, maintainable, and reliable solutions. Services I Offer - Custom Web Application Development (React.js, Next.js) - Mobile App Development (React Native for Android & iOS) - Full Stack Development (Frontend + Backend solutions) - AI Integration & AI-Powered Features - AI Chatbot Development & OpenAI/ChatGPT Integrations - AI Automation & Workflow Solutions - API Development & Third-Party Integrations - Database Design & Management (MongoDB, MySQL, Firebase) - Responsive UI/UX Implementation for Web & Mobile Apps - Authentication Systems (JWT, OAuth, Role-based access) - App Deployment (Google Play Store & Apple App Store publishing) - Web App Hosting & Deployment (Vercel, Netlify, AWS) - Bug Fixing, Optimization & Performance Improvements Maintenance & Ongoing Support for Existing Applications AI & Automation Solutions - ChatGPT/OpenAI API Integration - AI Customer Support Chatbots - AI Content Generation Features - AI Voice & Assistant Features - WhatsApp Automation Systems - AI-powered Search & Recommendations - Smart Workflow Automation for Businesses I keep things simple: - Clear communication so nothing gets lost or misunderstood - Honest timelines with realistic delivery expectations - High-quality, reliable work that meets your exact requirements - Continuous improvements and feature updates as your product grows If you have an idea, need help fixing something or want to build a complete product from scratch, feel free to message me! I would be happy to discuss your project and see how I can help.

Python(Django/Flask/FastAPI), JS/TS(React/Next.js), HTML5&CSS3, PostgreSQL/MySQL/Oracle(raw, SQLAlchemy/Django ORM), NumPy/(Geo)Pandas, Celery, Redis, WebSockets, Docker, git. Data structure and algorithms, designing, engineering best practice. Technology is my craft and passion. The products that I implement are a combination of accumulated experience, innovative solutions and a pragmatic approach. During communication with the client, I stick to the principles of high responsibility and strict following to agreements. Especially deadlines. Efficiently.

Hey, I'm Seth. I build CRM and AI automation systems that take the repetitive, manual work off your team and run it reliably in the background using tools like GoHighLevel, HubSpot, Email Campaigns, Claude, n8n, and many more. Top Rated, 100% Job Success across 50+ projects. Scroll down to my project catalog for fixed price packages on the systems I build most, with starting prices on each to give you an idea on cost. Audits start at $650 and credit toward the build. Single workflow builds start at $800. Full systems start at $2,500 and scale with the number of tools connected and workflows involved. Anything more custom, shoot me a message and we'll scope it out. Either way, feel free to send me a message and I'll send you a video back on what's possible! I run this as a solo practice. I am not an agency, and this is not a freelance side hustle. You work directly with me, and most of what I deliver comes from a catalog of systems I've built and shipped hundreds of times. Before starting my practice at Launch Forte, I spent years as a Senior Software Engineer at Wells Fargo, where the systems I ran could not afford to go down. Most automation breaks without anyone noticing. A workflow fails overnight, and a week later a lead never got a follow up or an invoice never went out. I build automation that holds up, with monitoring and error handling built in, because that is the standard I came from. What I build CRM and pipeline systems. Full builds and rescues in GoHighLevel and HubSpot. Lead intake, nurture, booking, reporting, and the pipeline and revenue operations that carry a contact from first touch to closed without anyone retyping data. AI automation with Claude and OpenAI. Document processing, lead scoring, content generation, research, and customer support wired directly into your CRM and tools. Production systems built to run unattended inside your stack. Workflow and app integration. n8n, Make, Zapier, and Power Automate connected across the tools you already use, with custom integration down to the API and webhook level. Finance and operations automation. QuickBooks and Xero work, from invoicing and reconciliation to the back office tasks that eat hours. I have built capital call automation for an investment firm and order to accounting syncs for ecommerce brands. How I work Fixed scope, fixed price, fixed timeline, and no surprise invoice at the end. You know exactly what you are getting and what it costs before we start. I document everything and train your team, so you are never stuck waiting on me for a small change. I respond fast and keep the work visible the whole way through. Every project is measured against a result you care about. I am a military veteran, and the same discipline shows up in how I build and how I communicate. I do my best work with small and growing businesses in med spa, home services, real estate, and financial firms, where one good system changes the whole week. If you have a process that should be running itself, send me a message and tell me what is eating your time, and I'll send a short video back on how I would build it. NOTE: All builds are scoped as value based milestones. Hourly rate is for consultations.

I help businesses eliminate repetitive tasks, connect disconnected systems, and scale operations through AI-powered automation and machine learning. If your team is drowning in data entry, switching between tools, or answering the same questions on repeat, I build the systems that fix it. 𝐖𝐡𝐨 𝐈 𝐀𝐦 I am an AI/ML Engineer and Automation Specialist with deep expertise in machine learning, large language models (LLMs), AI agents, workflow automation, and Python development. I don't just write code, I understand business operations, ask the right questions, and deliver production-ready systems that solve real problems. My background spans custom AI/ML solutions, conversational AI, predictive models, backend development, and end-to-end automation pipelines. I have successfully delivered AI-powered platforms for service businesses, agencies, clinics, manufacturing operations, and e-commerce companies. 𝐖𝐡𝐚𝐭 𝐈 𝐃𝐨 𝟏. 𝐀𝐈/𝐌𝐋 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 – Predictive analytics, classification, recommendation systems, anomaly detection, custom ML pipelines, and fine-tuning LLMs (Llama, Mistral, OpenAI) on proprietary data. 𝟐. 𝐋𝐋𝐌 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 & 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 – LLM-powered applications, autonomous AI agents, RAG (retrieval-augmented generation), function calling, and tool use with OpenAI GPT-4o, Claude, Gemini, and Llama. 𝟐. 𝐋𝐋𝐌 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 & 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 – Inbound/outbound voice agents (VAPI, Retell AI, Twilio), AI chatbots for websites, WhatsApp, Slack, and SMS, plus omnichannel AI assistants with unified context. 𝟒. 𝐖𝐨𝐫𝐤𝐟𝐥𝐨𝐰 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 – n8n, Make, and Python-based automations connecting CRMs, databases, email, Slack, and hundreds of other tools. AI-powered workflows using LLMs for classification, extraction, and content generation. 𝟓. 𝐏𝐲𝐭𝐡𝐨𝐧 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 & 𝐁𝐚𝐜𝐤𝐞𝐧𝐝 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 – RESTful APIs, data pipelines (ETL), web scraping, custom automation scripts, and backends for AI applications using FastAPI, Django, or Flask. 𝐑𝐞𝐚𝐥 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 𝐈 𝐇𝐚𝐯𝐞 𝐁𝐮𝐢𝐥𝐭 𝐒𝐨 𝐒𝐩𝐞𝐜𝐢𝐚𝐥 𝐌𝐨𝐛𝐢𝐥𝐞 𝐌𝐞𝐜𝐡𝐚𝐧𝐢𝐜 – AI-infused mobile application and operational platform including dispatch, customer tracking, automated notifications, and backend dashboards. 𝐀𝐥 𝐀𝐫𝐚𝐛𝐢 𝐂𝐨𝐦𝐩𝐚𝐧𝐲 – Dispatch system for operations and maintenance management with real-time job assignment, status tracking, and reporting. 𝐌𝐲𝐬𝐭𝐢𝐜𝐚𝐥 𝐀𝐠𝐞𝐧𝐜𝐲 & 𝐈𝐧𝐭𝐞𝐫𝐨 𝐃𝐢𝐠𝐢𝐭𝐚𝐥 – AI automation and proposal generation systems that reduced proposal creation time from two days to under two hours. 𝐂𝐥𝐢𝐧𝐢𝐜 𝐖𝐡𝐚𝐭𝐬𝐀𝐩𝐩 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 – AI chatbot for appointment booking, prescription reminders, FAQs, and patient follow-ups, fully integrated with their scheduling system. 𝐄-𝐜𝐨𝐦𝐦𝐞𝐫𝐜𝐞 𝐑𝐞𝐜𝐨𝐦𝐦𝐞𝐧𝐝𝐚𝐭𝐢𝐨𝐧 𝐄𝐧𝐠𝐢𝐧𝐞 – Custom ML model for product recommendations based on browsing and purchase history. Each of these systems typically includes AI/ML models, AI agents, automation pipelines, mobile apps, dashboards, and backend integrations. 𝐌𝐲 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐲 𝐒𝐭𝐚𝐜𝐤 - Languages: Python (primary), JavaScript/Node.js, SQL - ML & AI Frameworks: TensorFlow, PyTorch, scikit-learn, Hugging Face, LangChain, LlamaIndex - LLMs: OpenAI GPT-4o, Claude, Gemini, Llama, Mistral - Workflow Automation: n8n, Make, Zapier - Voice AI: VAPI, Retell AI, Twilio - Vector Databases: Pinecone, Weaviate, Chroma, FAISS - Data & ETL: Pandas, NumPy, SQLAlchemy, Airflow - Backend: FastAPI, Django, Flask, Node.js - Databases: PostgreSQL, MySQL, MongoDB, Redis - Cloud: AWS (SageMaker, Lambda, EC2), GCP (Vertex AI), Azure, Docker 𝐇𝐨𝐰 𝐈 𝐖𝐨𝐫𝐤 I approach every project with a structured, collaborative process: 1- Discovery – I provide a clear checklist of inputs, decisions, and data needed from you. 2- Design & Build – I configure, develop, and test the system. For ML projects, I start with rapid prototyping. 3- Review & Revise – You test. I revise. We iterate until it's right. 4- Launch – I help you execute a clean cutover with minimal disruption. 5- Documentation – You receive clear documentation on what was built and how to maintain it. 𝐈𝐝𝐞𝐚𝐥 𝐂𝐥𝐢𝐞𝐧𝐭𝐬 - You are a great fit if you: - Are a business owner, operations manager, product manager, or technical founder - Have outgrown manual processes or disconnected tools - Need AI/ML models for predictions, classification, recommendations, or anomaly detection - Want AI voice agents, LLM-powered chatbots, or autonomous AI agents - Need workflow automation across CRMs, databases, and messaging platforms - Require custom software, backend systems, or mobile applications - Want clear communication and on-time delivery 𝐋𝐞𝐭'𝐬 𝐓𝐚𝐥𝐤 If you are ready to bring AI/ML-powered automation into your operations, send me a message or invite me to your project. I will reply within 24 hours with thoughtful questions and a clear path forward.

I build production-grade AI features that ship into real products — RAG chatbots, semantic search, document Q&A, and LLM-powered automation — not throwaway demos. Top Rated with a 100% Job Success Score and 5+ years building AI and full-stack SaaS for startups. What I can help you with: • Add AI to an existing product: chatbots, copilots, semantic/document search (RAG), content automation • Build an AI SaaS feature end to end — mobile or web front end, API backend, and the LLM layer • Turn an AI prototype into something stable, secure, and production-ready Recent results: • Took a half-built financial SaaS (React, Supabase) to a working, demoable product on a tight deadline (5.0 stars) • Built a RAG-based AI finance app that auto-categorizes transactions and answers questions over user data • Shipped GPT-4 content moderation + chat for a community platform Core stack: • AI/LLM: OpenAI, Claude, Gemini, LangChain, LlamaIndex, RAG, embeddings, pgvector/Pinecone • Backend: Node.js, Python (FastAPI/Flask), Laravel, PostgreSQL, Redis, Docker • Frontend/Mobile: React, Next.js, TypeScript, React Native How I work: clear scope up front, small reviewable increments, and short regular updates so you're never guessing. Async-friendly and usually responsive within a few hours. Want to add AI to your product or build a feature from scratch? Send a message with what you're trying to build and I'll reply with a clear plan and next steps.

Most AI projects fail not because of bad technology, but because no one shipped them to production. I build 𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐀𝐈 𝐒𝐲𝐬𝐭𝐞𝐦𝐬, 𝐑𝐀𝐆 𝐏𝐢𝐩𝐞𝐥𝐢𝐧𝐞𝐬 & 𝐕𝐨𝐢𝐜𝐞 𝐀𝐠𝐞𝐧𝐭𝐬 that handle real users and real data, not demos. Trusted by L'Oréal Middle East, Oman Housing Bank, United Industries Limited & enterprise clients across US & Middle East. 𝟑𝟐 𝐜𝐥𝐢𝐞𝐧𝐭𝐬 | 𝟏,𝟓𝟗𝟏 𝐡𝐨𝐮𝐫𝐬 | 𝟏𝟎𝟎% 𝐉𝐒𝐒 | 𝐓𝐨𝐩 𝐑𝐚𝐭𝐞𝐝 𝐏𝐥𝐮𝐬 🏆 𝐖𝐡𝐚𝐭 𝐈 𝐁𝐮𝐢𝐥𝐝 👨🏻‍💻 🤖 𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐀𝐈 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 & 𝐋𝐚𝐧𝐠𝐆𝐫𝐚𝐩𝐡 Multi-agent systems built with LangGraph and LangChain, autonomous workflows where AI agents collaborate, make decisions, and execute tasks end-to-end. From financial AI platforms for hedge funds to healthcare automation pipelines, every system ships to production with real data, not just demos. 🎙️ 𝐕𝐨𝐢𝐜𝐞 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 Production voice agents that handle real inbound & outbound calls, built on Convoi.AI, Twilio, Whisper & ElevenLabs. Deployed for healthcare, hospitality, home services & GCC enterprise clients. Handles multilingual conversations, live CRM integration & seamless human handoff, zero latency, zero hallucination. 🔍 𝐑𝐀𝐆 𝐏𝐢𝐩𝐞𝐥𝐢𝐧𝐞𝐬 & 𝐋𝐋𝐌 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 Retrieval-Augmented Generation systems that answer questions from live business data, not hallucinations. Built with hybrid search (BM25 + dense retrieval), pgvector, Pinecone & custom reranking pipelines. Production deployments across legal, financial & healthcare verticals. ⚙️ 𝐀𝐈 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 & 𝐖𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬 End-to-end automation pipelines connecting AI models to real business systems, CRMs, ERPs, databases & third-party APIs. Built on Apache Airflow, n8n, Make & LangGraph. Replaces manual processes with intelligent, self-monitoring workflows that scale. 🧠 𝐆𝐫𝐚𝐩𝐡 𝐍𝐞𝐮𝐫𝐚𝐥 𝐍𝐞𝐭𝐰𝐨𝐫𝐤𝐬 & 𝐀𝐝𝐯𝐚𝐧𝐜𝐞𝐝 𝐌𝐋 Anomaly detection, threat intelligence & predictive modeling using Graph Neural Networks, deployed for a US cybersecurity firm handling advanced threat detection at scale. Research foundation from neurodegenerative disease datasets at DZNE Magdeburg, Germany. 🏗️ 𝐀𝐈 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭𝐮𝐫𝐞 & 𝐂𝐨𝐧𝐬𝐮𝐥𝐭𝐢𝐧𝐠 End-to-end AI system design for startups & enterprises, from selecting the right stack to production deployment strategy. MSc in Data Science (Otto-von-Guericke University, Germany) & 7+ years building production AI systems across finance, healthcare, retail & cybersecurity. 🌐 𝐓𝐨𝐨𝐥𝐬 & 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐲 🌐 👾𝐀𝐈 𝐅𝐫𝐚𝐦𝐞𝐰𝐨𝐫𝐤𝐬: LangGraph, LangChain, OpenAI, Claude, Gemini, Groq, Whisper, ElevenLabs, Twilio, Ollama, OpenClaw ֎ 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈: Stable Diffusion, ControlNet, LoRA/DreamBooth Fine-tuning, ComfyUI, DALL-E ☁️ 𝐂𝐥𝐨𝐮𝐝: AWS SageMaker, GCP Vertex AI, Azure, BigQuery, Snowflake, Databricks, S3, Redis 🗄️ 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞𝐬: PostgreSQL, pgvector, Pinecone, MongoDB, MySQL 🔂 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧: Apache Airflow, n8n, Make, Zapier, GoHighLevel, Bitrix24, FastAPI, Docker 📊 𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬: Power BI, Looker, Tableau, dbt, Dataform, PySpark, Talen, Keboola 👁️ 𝐂𝐨𝐦𝐩𝐮𝐭𝐞𝐫 𝐕𝐢𝐬𝐢𝐨𝐧: OpenCV, PyTorch, TensorFlow, YOLO Looking to reduce manual workload, cut operational costs & scale with production-ready AI, not just prototypes? 𝐋𝐞𝐭'𝐬 𝐓𝐚𝐥𝐤 🗪 Describe your use case & I'll outline a production-ready approach within 24 hours. Message me or send an invite to get started. Keywords Automation, n8n, Python, Artificial Intelligence, Machine Learning, Deep Learning, open ai, Next.js AI App Development, AI Agent Development, API Integration, JavaScript, React, SaaS, Node.js, LLM Prompt Engineering, API, Microsoft Azure, anthropic, OAuth

⭐Top Rated Plus | Top 3% Globally on Upwork in Full Stack SaaS and AI Development. If you shoot me a invitation or direct message i'll send you a personalized loom video back on how i may be able to help you! Your AI SaaS works in the demo, then breaks the moment real users hit it. I build production ready web applications and Full Stack SaaS platforms that don't, the kind running production right now, moving 10,000+ messages a day at 99% delivery and saving one client $200k+ a year. From AI automation and RAG systems that don't hallucinate to scalable backend systems, multitenant architectures and secure enterprise software,I build products that stay reliable as they grow. And where it matters most, in regulated healthcare and fintech, that's the work I'm known for. Over the last 10+ years, I've delivered Full Stack Development FinTech, Health Tech, HR Tech and Ed Tech, designing and delivering SaaS Development projects, AI-powered applications, MVP Development, workflow automation systems, cloud-native applications and enterprise platforms. As a Top Rated Plus on Upwork with 1000+ billed hours and a consistent 5 star track record, I focus on building systems and products that remain reliable as your user base grows. WHAT MAKES ME DIFFERENT: Most developers focus on delivering features. I focus on delivering systems that can operate in production. Before writing code, I help founders and product teams make the right technical architecture, system architecture, scalability, AI integration, compliance, infrastructure and long term maintainability decisions. My focus is delivering scalable architecture and production ready software rather than simply shipping features. Whether you're launching MVP, modernizing a legacy web application, building an AI SaaS platform, creating a new software product, or integrating AI into existing business, I help define the technical roadmap and execute the entire product development lifecycle. My work frequently involves: • AI native SaaS products, SaaS Development, multi- tenant platforms • AI Agents, AI Voice Agents, AI Automation • Retrieval-Augmented Generation (RAG) systems, knowledge assistants, LLM applications • Healthcare SaaS & HIPAA-compliant web applications • Fintech platforms & payment systems • Enterprise API Development & API Integration • Cloud Infrastructure, DevOps & Backend Development What Client Says: "This developer did an outstanding job and exceeded our expectations in every way. They quickly became a lead developer, taking ownership of complex requirements and delivering high-quality, well-structured work consistently." "Very responsive, professional, and communicative. Will be working with them again soon!" WHAT I BUILD FOR YOU: → AI-powered SaaS platforms, Full Stack Web Applications, startup MVPs, MVP Development, multi-tenant SaaS applications, enterprise software, Stripe billing, RBAC, ABAC, audit logs, row-level security. → AI Agents, AI Voice Agents, AI Automation, RAG systems, knowledge assistants, AI copilots, custom LLM workflows. → Full-Stack Web Applications Development using Next.js, React, TypeScript, Node.js, Python, FastAPI, scalable backend systems and cloud-native architectures → Healthcare SaaS solutions including HIPAA-compliant web applications, patient engagement systems, secure healthcare workflows, and enterprise software. → FinTech software products including payment systems, subscription platforms, financial dashboards, transaction processing and compliance-focused architecture. → API Development, Backend Development and API Integration with OpenAI, Stripe, Twilio, HubSpot, Salesforce, CRMs, ERPs and third-party SaaS platforms. → Workflow Automation using n8n, AI-powered business processes, customer support automation, onboarding automation, and sales automation → Cloud Infrastructure, AWS deployments, Docker, CI/CD pipelines, monitoring, production rollouts, and scalable backend systems CORE STACK & KEYWORDS: Full Stack Development, Web Application Development, SaaS Development, AI SaaS, Platform Development, Technical Architecture, System Architecture, Database Architecture, Backend Development, Software Architecture, Scalable Architecture, Enterprise Software, Cloud Infratructure, Product Development, Next.js, React, TypeScript, Node.js, Nest.js, Python, FastAPI, Django • Open AI, GPT-4, Claude, Gemini, LangChain, LangGraph, AI Agents, AI Voice Agents, RAG, Vector Database, pgvector, Pinegone • PostgreSQL, Supabase, MongoDB, Redis, Firebase • AWS, Docker, Kubernetes, CI/CD • Stripe, Twilio, HubSpot, Salesforce, • Multi-tenant SaaS, MVP Development, SaaS Architecture, Workflow Automation, HIPAA, SOC2, PCI-DSS, OAuth2, RBAC, ABAC, Row Level Security

Hi! I’m a Full-Stack Developer with 2+ years of experience building scalable web apps, automating complex workflows, and helping businesses make smarter, faster decisions with data. I focus on creating reliable, high-performance solutions that drive real results. ➡ Tech Stack Highlights: - Frontend/UI: React.js, Next.js, gsap, tailwind, motion, three.js - Backend: Node.js, Python (FastAPI, Django, Flask), REST & GraphQL APIs - Databases: PostgreSQL, MySQL, Supabase, Firebase, Redis, MongoDB - DevOps & Hosting: Docker, GitHub Actions, AWS, GCP, Vercel, Railway, Render - Testing & QA: PyTest, Cypress, Postman, Lighthouse - Automation & Scraping: Scrapy, Playwright, Selenium, BeautifulSoup, n8n, Airflow, dltHub - Data: Pandas, Matplotlib, Seaborn, Polars ➡ What I Can Do for You: 1. Full-Stack Web & SaaS Development Design and build modern, scalable web applications from frontend to backend — including authentication, dashboards, APIs, and cloud deployment. 2. Automation & Workflow Optimization Automate repetitive processes using Python, n8n, and Airflow to reduce manual work, minimize errors, and boost productivity. 3. Web Scraping & Data Extraction Create reliable scraping and data collection pipelines using Scrapy, Playwright, Selenium, and BeautifulSoup to gather clean, structured, and usable data. 4. API Development & Integrations Develop REST & GraphQL APIs and integrate third-party services (payments, CRMs, analytics, messaging, etc.). 5. Database Design & Performance Optimization Design scalable database schemas and optimize queries using PostgreSQL, MySQL, Supabase, Firebase, MongoDB, and Redis. 6. Deployment, DevOps & Monitoring Containerize apps with Docker, set up CI/CD pipelines, and deploy to AWS, GCP, Vercel, Railway, or Render with best practices. I’m passionate about turning complex problems into simple, automated, and scalable solutions. Whether you need a modern full-stack web app, a custom automation workflow, or a robust data pipeline, I’m here to deliver results that exceed expectations.