Thanks for visiting my profile Committed to pushing technological boundaries, I bridge global innovation with local business requirements, delivering transformative data science solutions that seamlessly adapt cutting-edge methodologies to contextual challenges. Academic & Professional Credentials - Master of Science in Data Science - 13+ Years of Cutting-Edge Experience in AI, Machine Learning, and Big Data Solutions ⚙️ My Core Strengths 🤖 Generative AI & Creative Intelligence Proficient in Stable Diffusion, DALL·E, MidJourney, ControlNet, and ComfyUI Building custom pipelines for text-to-image generation and creative automation 🧩 Natural Language Processing Deep expertise in BERT, GPT, ELMo & Transformer-based models Advanced linguistic modeling, semantic search, and chatbot systems 👁️‍🗨️ Computer Vision Systems High-accuracy implementations in: Object Detection Image Segmentation Facial Recognition OCR & Edge AI solutions 🔧 Technical Toolkit 🖥️ Programming Languages Primary: Python Additional: Java, C/C++, MATLAB, PHP 🧠 Machine Learning & AI Frameworks Deep Learning: PyTorch, TensorFlow, Keras Classic ML & Processing: Scikit-learn, Pandas, NumPy NLP Stack: SpaCy, Transformers, NLTK ☁️ Cloud & Big Data Ecosystem Cloud ML: AWS SageMaker, Azure ML, GCP AI Platform Big Data: Apache Spark, Hadoop Real-Time Data Streaming: Apache Kafka, AWS Kinesis 🧠 Automation & Workflows n8n for low-code/no-code automation Integrating AI models, APIs, and services into seamless workflows 📊 Data Analytics & Visualization Tools: Tableau, Power BI, Grafana Turning raw data into strategic decisions and actionable dashboards 🌟 What Sets Me Apart Architecting end-to-end AI/ML solutions—from ideation to deployment Real-time, scalable data pipelines tailored for business growth Cloud-native, secure, and cost-effective implementations Blend of technical depth + domain knowledge = Real Results #datascience #machinelearning #python #ai #dataanalytics #artificialintelligence #data #programming #bigdata #coding #technology #datascientist #deeplearning #computerscience #tech #dataanalysis #datavisualization #analytics #java #pythonprogramming #database #business #software #statistics #cybersecurity #programmer #developer #iot #dataanalyst #innovation

Hi I'm Mia! 👋 I consult on and build AI automated systems, agentic workflows, AI agents, and integrations for B2B companies. I've audited Sales, Marketing, and HR for a UK enterprise company doing £100M+ in revenue. Built a lead scraping system that generated 14,000+ qualified leads in 1 month for a 7-figure marketing agency and cut a 180k sub YouTuber's content production time from 15 hrs a week down to 3hrs. I do this with a variety of tools inc. Make, Zapier, ChatGPT, Claude Code etc... If you've got a minute, here's some more info on recent projects and what it's like to work with me: My favourites include: ⚫ AI consulting & process audits mapping sales, marketing, operational processes end-to-end, identifying bottlenecks, and delivering a roadmap to clear them. Most recently for a UK enterprise company doing £100M+ in revenue. ⚫ AI-powered SOPs & knowledge bases that double as an internal assistant for the team, with a full handover so they can run it without me. ⚫ Onboarding systems to fully automate client onboarding inc. invoicing, forms, task assignment, email follow-ups and Slack notifications, all tracked in a live dashboard. ⚫ Lead scraping & enrichment systems, the most recent being complex, real-world workflows across multiple third-party APIs (definitely not a simple zap) that generated 14,000+ qualified leads in one month). ⚫ Content ideation & script generation systems that cut a 180k subscriber YouTuber's weekly production time from 10-15 hours down to 2-3. I also have experience with more or less every CRM/project management tool (think HubSpot, Pipedrive, ClickUp, Airtable, Notion, Salesforce, etc) and have built custom integrations including a Notion CRM and custom dashboard, presenting multiple sources of data to make easy business decisions. If you're looking for someone passionate about process automation, who treats audits and builds with the same rigour, and who documents everything with Loom walkthroughs as I go, I'm your person. Whether you work with me for a day, a week, or a year, you'll get clean systems, honest recommendations, and fantastic communication the whole way through. Thanks, Mia

I specialize in building production-ready AI/ML solutions that deliver real, measurable results for businesses. With deep expertise in Large Language Models (LLMs), Generative AI, RAG systems, Chatbots, Natural Language Processing (NLP), Computer Vision, Predictive Modeling, and MLOps pipelines, I help companies harness the full potential of AI technology. How I Can Help Your Business with AI: Need AI solutions that scale? I develop end-to-end AI automation systems that optimize business workflows and increase efficiency. Looking for smarter insights or predictions? I build predictive models and data pipelines that help you make data-driven decisions. Want to integrate AI into your existing systems? I provide seamless AI integrations across multiple platforms. Struggling with AI deployment? I offer expert cloud deployment using AWS, GCP, and Azure to ensure your AI solutions perform at scale. Skills & Technologies: Programming Languages: Python, TensorFlow, PyTorch, Scikit-learn Cloud Platforms: AWS, GCP, Azure AI Solutions: LLMs, Chatbots, NLP, Generative AI, Computer Vision, Predictive Modeling, MLOps Pipelines Why Choose Me? I bring both engineering expertise and a strategic approach to every project. I’m focused on creating ROI-driven AI solutions that deliver results for your business. Whether you're looking to improve automation, enhance data modeling, or integrate intelligent AI systems, I can help you unlock the potential of AI. Ready to scale your business with intelligent AI solutions? Let’s chat and explore how we can turn your ideas into powerful AI-driven results.

You'll scroll past 50 "AI experts" today. Click this one and I'll save you the other 49 𝐇𝐞𝐫𝐞'𝐬 𝐞𝐱𝐚𝐜𝐭𝐥𝐲 𝐰𝐡𝐚𝐭 𝐰𝐨𝐫𝐤𝐢𝐧𝐠 𝐰𝐢𝐭𝐡 𝐦𝐞 𝐥𝐨𝐨𝐤𝐬 𝐥𝐢𝐤𝐞 𝐒𝐭𝐞𝐩 𝟏: We chat about your business so we're on the same page, then book a discovery call. 𝐒𝐭𝐞𝐩 𝟐: On the call I dig into your business and the task, so I can shape the right solution. You also get a short checklist and questionnaire so nothing important slips through. 𝐒𝐭𝐞𝐩 𝟑: You get a clear quote built around deliverables and outcomes, not billable hours. 𝐒𝐭𝐞𝐩 𝟒: We start the build. Daily async updates, Loom walkthroughs, and weekly live demos keep you in the loop the whole way. 𝐒𝐭𝐞𝐩 𝟓: Full handover with training for your team, plus one month of post-launch support in case anything acts up. 𝐓𝐡𝐞 𝐡𝐞𝐚𝐝𝐚𝐜𝐡𝐞𝐬 𝐈´𝐯𝐞 𝐬𝐨𝐥𝐯𝐞𝐝 𝐭𝐡𝐚𝐭 𝐨𝐭𝐡𝐞𝐫 𝐛𝐮𝐢𝐥𝐝𝐞𝐫𝐬 𝐡𝐚𝐧𝐝 𝐛𝐚𝐜𝐤 𝐭𝐨 𝐲𝐨𝐮: 𝟏. 𝐏𝐫𝐨𝐜𝐮𝐫𝐞𝐦𝐞𝐧𝐭 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐯𝐢𝐚 𝐞𝐦𝐚𝐢𝐥: 95% less processing time. A supervisor agent orchestrates specialized agents (RFQ → Quote → Purchase Order → Drawing → Payment), turning a raw email into a finished order without your team touching it. 𝟐. 𝐀𝐈 𝐫𝐞𝐜𝐫𝐮𝐢𝐭𝐦𝐞𝐧𝐭 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧: 60% faster hiring. Auto job posting across LinkedIn and Indeed, CV collection, online interviews, and candidate qualifying, all hands-free. 𝟑. 𝐒𝐚𝐥𝐞𝐬 𝐚𝐧𝐝 𝐥𝐞𝐚𝐝 𝐠𝐞𝐧 𝐬𝐲𝐬𝐭𝐞𝐦𝐬: Researched prospect → qualified → personalized outreach → booked call. Plus instant replies to every inbound lead. No bot blasts, no slow follow-ups. 𝟒. 𝐂𝐨𝐧𝐬𝐭𝐫𝐮𝐜𝐭𝐢𝐨𝐧 𝐏𝐃𝐅 𝐩𝐫𝐨𝐜𝐞𝐬𝐬𝐢𝐧𝐠: Pull dimensions, materials, and circuit details from technical drawings, cross-check them against specs, and flag mismatches, replacing the manual validation your team does by hand. 𝟓. 𝐈𝐧𝐯𝐨𝐢𝐜𝐞 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧: Incoming invoice → data extracted → synced to QuickBooks → logged. No one types a thing. 𝐓𝐡𝐞 𝐮𝐬𝐮𝐚𝐥 𝐀𝐈 𝐛𝐮𝐢𝐥𝐝𝐬, 𝐨𝐛𝐯𝐢𝐨𝐮𝐬𝐥𝐲 𝐝𝐨𝐧𝐞 𝐫𝐢𝐠𝐡𝐭: 𝟏. 𝐑𝐀𝐆 𝐚𝐧𝐝 𝐤𝐧𝐨𝐰𝐥𝐞𝐝𝐠𝐞 𝐚𝐬𝐬𝐢𝐬𝐭𝐚𝐧𝐭𝐬: Semantic search, vector databases, chatbots that answer from your own data. Built to scale, 3M+ users served, 43x cost cut on one system. 𝟐. 𝐕𝐨𝐢𝐜𝐞 𝐀𝐈 𝐚𝐠𝐞𝐧𝐭𝐬: Real-time voice bots, multilingual call handling, inbound and outbound, speech-to-text and text-to-speech. 80 to 90% of phone orders automated. 𝟑. 𝐅𝐮𝐥𝐥-𝐬𝐭𝐚𝐜𝐤 𝐝𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭: Architecture → frontend → backend → APIs → database → cloud. Designed, built, and shipped end to end. If you're technical (or semi-technical), here's my stack Agents and orchestration: n8n, LangChain, LangGraph, MCP, multi-agent systems LLMs: OpenAI, Claude, Llama Backend and APIs: Python, FastAPI, Django, REST APIs, microservices Frontend: React, Next.js Data and RAG: Pinecone, ChromaDB, vector databases, semantic search, PostgreSQL Voice and real-time: Whisper, LiveKit, speech-to-text, text-to-speech Cloud and deployment: AWS, Azure, GCP You read this far, so you're already half convinced. Stop wasting time. Send a message and let's move the needle. The message costs you nothing.

I build production-ready AI systems for founders, agencies, and product teams, especially AI agents, Voice AI platforms, RAG systems, Document AI/OCR platforms, and full-stack AI SaaS products. $40K+ earned on Upwork, 100% Job Success Score, Top Rated status, and 15+ AI/SaaS platforms built or contributed to. If you need an AI product that works beyond a demo, I can help with the full build: architecture, frontend, backend, LLM integration, vector database setup, embeddings, RAG pipelines, voice workflows, API integrations, deployment, and iteration. My best fit is with clients who need reliable AI systems with real users, real workflows, dashboards, billing, integrations, and production-level architecture, not simple one-page chatbot wrappers. 𝐑𝐞𝐜𝐞𝐧𝐭 𝐰𝐨𝐫𝐤 𝐢𝐧𝐜𝐥𝐮𝐝𝐞𝐬: • NEXUS Lab: built a multimodal AI workspace with RAG pipelines, document/web/social ingestion, vector search, OpenAI file search, token metering, and node-based AI workflows. • Chatley.ai: built an AI voice call automation platform with Vapi, Stripe billing, knowledge base management, call analytics, and a multi-tenant SaaS dashboard. • Voxr.ai: built an outbound AI sales call system using FastAPI, Twilio, ElevenLabs, Deepgram, Redis, WebSockets, and calendar/email integrations. • Reviflow: built an AI drawing review platform for engineering/AEC teams with PDF processing, vector search, Gemini/OpenAI analysis, citations, comments, and action items. • Kadastra.ai: built a document intelligence system for contracts and planning certificates using FastAPI, AWS Textract, PyMuPDF, OCR, GIS validation, and automated reporting. 𝐂𝐨𝐫𝐞 𝐬𝐞𝐫𝐯𝐢𝐜𝐞𝐬: 𝟏. AI Agent Development I build AI agents for sales, support, onboarding, internal operations, lead qualification, appointment booking, document workflows, and SaaS automation. 𝟐. Voice AI Development I build inbound and outbound Voice AI agents using tools such as Vapi, Twilio, ElevenLabs, Deepgram, Retell, WebSockets, Redis, and custom backend workflows. 𝟑. RAG Systems I build RAG systems with document ingestion, embeddings, vector databases, semantic search, citations, and admin controls for PDFs, websites, knowledge bases, and internal documents. 𝟒. Document AI & OCR I build document intelligence systems that extract, validate, and structure data from messy PDFs, contracts, and scanned documents — OCR (AWS Textract), field extraction, GIS/property validation, and automated report generation. 𝟓. AI SaaS MVP Development I build full-stack AI SaaS products using Next.js, React, Node.js, Python, FastAPI, Supabase, PostgreSQL, MongoDB, AWS, Stripe, and secure API integrations. 𝟔. LLM Integration I integrate OpenAI, Anthropic Claude, LangChain, Qdrant, Pinecone, pgvector, Whisper, Gemini, ElevenLabs, Twilio, Vapi, and third-party SaaS APIs into existing products. 𝐌𝐲 𝐩𝐫𝐨𝐜𝐞𝐬𝐬 𝐢𝐬 𝐬𝐢𝐦𝐩𝐥𝐞: 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫𝐲: I understand your product, users, workflow, current stack, and business goal. 𝐁𝐮𝐢𝐥𝐝: I create the technical architecture, develop the AI workflow, connect the APIs, build the frontend/backend, and keep you updated with clear progress. 𝐋𝐚𝐮𝐧𝐜𝐡: I help test, deploy, fix edge cases, document the system, and make sure the product is usable in the real world. 𝐂𝐥𝐢𝐞𝐧𝐭 𝐟𝐞𝐞𝐝𝐛𝐚𝐜𝐤: “Muhammad is very professional and does amazing work.” “Outstanding from start to finish.” “A rare find. Would hire again without hesitation.” “Excellent Work and on-time delivery.” 𝐌𝐲 𝐟𝐨𝐜𝐮𝐬 𝐢𝐬 𝐬𝐢𝐦𝐩𝐥𝐞: build reliable AI systems that can be used in production, not fragile demos that break after the first real user. 𝐂𝐮𝐫𝐫𝐞𝐧𝐭 𝐚𝐯𝐚𝐢𝐥𝐚𝐛𝐢𝐥𝐢𝐭𝐲: Open to long-term engagements (30+ hrs/week) and serious AI Agent, RAG, Voice AI, Document AI, or AI SaaS MVP projects. Send me your product idea, current stack, and timeline. I will reply with a practical technical direction, suggested architecture, and next-step plan.

𝗪𝗮𝗻𝘁 𝘁𝗼 𝘁𝘂𝗿𝗻 𝘆𝗼𝘂𝗿 𝗶𝗱𝗲𝗮 𝗶𝗻𝘁𝗼 𝗮𝗻 𝗔𝗜-𝗽𝗼𝘄𝗲𝗿𝗲𝗱 𝗽𝗿𝗼𝗱𝘂𝗰𝘁 𝘁𝗵𝗮𝘁 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝘄𝗼𝗿𝗸𝘀? I help founders, startups, and tech teams build full-stack apps enhanced by real-world AI like GPT-based chatbots, document Q&A tools, resume screeners, and RAG pipelines. As an AI/ML Engineer and Full Stack Developer having over 7 years of experience, I blend cutting-edge AI (LLMs, LangChain, Autogen) with robust web development (MERN, Next.js, Node.js) to ship scalable, intelligent software fast. 🧠 𝐀𝐈 & 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞: - LLMs (GPT-4, Claude, Gemini), OpenAI & LangChain Integration - Retrieval-Augmented Generation (RAG) Systems - Custom Chatbots, SQL Agents, Resume Rankers - LangGraph & Autogen Workflow Agents - Vector Search (FAISS, Pinecone, ChromeDB) 💻 𝐅𝐮𝐥𝐥 𝐒𝐭𝐚𝐜𝐤 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞: Frontend: React.js | Next.js | Nuxt.js | Tailwind Backend: Node.js | NestJS | Express | Flask | FastAPI | Python Databases: PostgreSQL | MongoDB | Supabase | Firebase APIs & DevOps: REST APIs | Docker | Vercel | AWS 𝐀𝐈 & 𝐅𝐮𝐥𝐥 𝐒𝐭𝐚𝐜𝐤 𝐒𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬 𝐈 𝐁𝐮𝐢𝐥𝐝: ✔️ AI-powered SaaS platforms and MVPs to launch startups or automate workflows ✔️ ChatGPT-style chatbots and virtual assistants for support, HR, or data lookup ✔️ Document search and RAG systems for retrieving and summarizing knowledge ✔️ LLM-integrated dashboards and bots for real estate, finance, and analytics ✔️ Resume screening tools that rank candidates using OpenAI models ✔️ Full stack web apps with built-in AI features from frontend to backend 𝐖𝐡𝐚𝐭 𝐒𝐞𝐭𝐬 𝐌𝐞 𝐀𝐩𝐚𝐫𝐭: ✔️ Practical, business-focused AI & ML solutions ✔️ End-to-end development: LLMs, APIs, backend & cloud ✔️ Fast, reliable delivery with clean, production-ready code ✔️ US, UK & UAE time zones coverage ✔️ Clear, jargon-free communication with proactive updates 🚀 𝐆𝐨𝐭 𝐚𝐧 𝐀𝐈 𝐢𝐝𝐞𝐚 𝐨𝐫 𝐜𝐡𝐚𝐥𝐥𝐞𝐧𝐠𝐞 𝐲𝐨𝐮'𝐫𝐞 𝐞𝐱𝐜𝐢𝐭𝐞𝐝 𝐭𝐨 𝐭𝐚𝐜𝐤𝐥𝐞? Let’s turn it into a powerful, real-world solution customized to your business. 𝐌𝐞𝐬𝐬𝐚𝐠𝐞 𝐦𝐞 𝐭𝐨𝐝𝐚𝐲, 𝐈’𝐦 𝐡𝐞𝐫𝐞 𝐭𝐨 𝐡𝐞𝐥𝐩 𝐲𝐨𝐮 𝐦𝐚𝐤𝐞 𝐢𝐭 𝐡𝐚𝐩𝐩𝐞𝐧!

🌟 Senior Full-Stack & AI Engineer | 15+ Years Experience | AI Solutions Architect I’m a Senior Full-Stack & AI Engineer with 15+ years of experience delivering high-impact software and AI solutions for startups, enterprises, and research-driven teams. Over my career, I’ve built and launched 200+ AI-powered products and MVPs, combining deep expertise in AI/ML with strong full-stack development and cloud deployment skills. I hold a Master’s in Computer Science and specialize in turning complex ideas into scalable, production-ready solutions that save time, reduce costs, and improve user experiences. ✅ What I Build ⚡ Full-Stack Web & Mobile Apps End-to-end development of scalable web and mobile platforms. Frontend: React, Next.js, Tailwind, Flutter, React Native Backend: Python (FastAPI, Flask), Node.js Databases: PostgreSQL, MySQL, MongoDB, Supabase, Firebase DevOps/Cloud: AWS, Azure, GCP, Docker, Kubernetes, CI/CD ⚡ AI Agents & Automation GPT-4, Claude, LLaMA, DeepSeek integrations RAG pipelines with vector search (Pinecone, Weaviate, FAISS) AI copilots & autonomous agents (LangChain, AutoGen, CrewAI) Voice AI automation with Twilio, Whisper, Deepgram, ElevenLabs Workflow automation with Zapier, Make.com, n8n ⚡ Computer Vision & Generative AI Object Detection, Image Segmentation, OCR Face & Person Recognition, Object Tracking Image-to-Image, Text-to-Image, Super-Resolution Generative AI Models: Stable Diffusion, DALL-E, MidJourney, Runway Gen-2, GANs ⚡ NLP & Multimodal AI Chatbot Development (GPT-4, GPT-4o, Claude, LLaMA3) RAG & fine-tuned knowledge bots Text Mining, Classification, Time-Series Forecasting Speech-to-Text (Whisper, Deepgram) & Voice Cloning (ElevenLabs) ✅ Why Work With Me ✔️ Proven Track Record: 15+ years of building successful AI, web, and mobile solutions. ✔️ End-to-End Delivery: From architecture & MVPs to scaling and optimization. ✔️ AI + Product Mindset: Not just research—solutions that work in production. ✔️ Strong Communication: Clear, professional, and client-focused. ✔️ Top-Rated+: Trusted by startups and enterprises worldwide. 🔑 Tech Stack & Skills Full-Stack Development: Python | FastAPI | Flask | Node.js | React | Next.js | Tailwind | Flutter | React Native | REST APIs | GraphQL | SaaS Platforms Databases & Cloud: PostgreSQL | MySQL | MongoDB | Supabase | Firebase | AWS | Azure | GCP | Docker | Kubernetes | CI/CD AI & Machine Learning: Machine Learning | Deep Learning | Data Science | Generative AI | LLMs | Chatbots | AI Agents | RAG | Voice AI | Computer Vision | OCR | Object Detection | Image Segmentation | Face Recognition | Tracking | Time-Series Forecasting Frameworks & Libraries: PyTorch | TensorFlow | Keras | OpenCV | Scikit-learn | Pandas | NumPy Generative AI Models: Stable Diffusion | DALL-E | MidJourney | Runway Gen-2 | GANs (Pix2Pix, CycleGAN, StyleGAN) NLP & Voice AI: GPT-4 | GPT-4o | Claude | LLaMA3 | DeepSeek | LangChain | Semantic Kernel | LlamaIndex | Whisper | Deepgram | ElevenLabs 💬 Let’s Build Together Looking for someone who can own the entire stack—from web & mobile apps to AI copilots and automation pipelines? You’re in the right place. I bring the experience of a senior engineer and the innovation of an AI researcher to every project. 📩 Let’s connect and discuss how I can help bring your vision to life.

AI does not create value by itself. It creates value when it saves time, removes manual work, connects scattered tools, and fits the way your business actually runs. I build AI apps, AI integrations, RAG systems, AI agents, automation workflows, and full-stack platforms that turn manual workflows into reliable business software. With 14+ years of software development experience, Top Rated Plus on Upwork, 100% Job Success, and 4,900+ hours across 116 projects, I do more than connect AI APIs. I understand your workflow, users, documents, tools, approvals, data flow, and edge cases, then build the backend, frontend, database, integrations, automation, and AI logic around the way your business actually works. If your team is still searching through documents, updating CRMs manually, answering repeated customer questions, processing files, handling bookings, reviewing images or videos, managing approvals, creating reports, or moving data between disconnected tools, I can help turn that into a practical AI-powered system. ━━━━━━━━━━━━━━━━━━━━ 🔹 WHAT I BUILD ━━━━━━━━━━━━━━━━━━━━ ▸ AI Apps & AI Integrations Custom AI apps, AI assistants, AI copilots, internal tools, customer support bots, lead qualification tools, voice AI workflows, and AI features for SaaS products, CRMs, dashboards, websites, and mobile apps. ▸ RAG Chatbots & Knowledge Systems RAG systems that answer from PDFs, SOPs, manuals, contracts, reports, policies, help docs, websites, databases, and internal knowledge bases with accurate, context-aware responses. ▸ AI Agents & Workflow Automation AI agents and automation workflows that follow your business rules, update CRMs, trigger actions, send notifications, process documents, generate reports, and reduce repetitive admin work. ▸ Full-Stack AI Platforms AI-powered web apps, dashboards, admin panels, customer portals, multi-tenant systems, authentication, role-based access, subscriptions, billing, reporting, API integrations, and deployment. ▸ Model Training, Validation & AI/ML Systems Dataset preparation, model training, fine-tuning, model evaluation, confidence scoring, inference APIs, behavioral AI systems, sensor-based ML, drift handling, and production validation pipelines. ▸ Computer Vision, OCR & Document Intelligence OCR, document extraction, image/video analysis, object detection, defect detection, inspection workflows, ANPR, PPE detection, face/emotion analysis, and real-world AI vision systems. ━━━━━━━━━━━━━━━━━━━━ 🔹 TOOLS I WORK WITH ━━━━━━━━━━━━━━━━━━━━ OpenAI • Claude • Gemini • LangChain • LangGraph • LlamaIndex • MCP • Pinecone • pgvector • Python • FastAPI • Node.js • React • Next.js • TypeScript • PostgreSQL • Supabase • AWS • Docker • n8n • Make • OpenCV • YOLO • PyTorch • Hugging Face ━━━━━━━━━━━━━━━━━━━━ 🔹 WHY CLIENTS WORK WITH ME ━━━━━━━━━━━━━━━━━━━━ I look at the full business flow, not just the technical task: users, data, approvals, exceptions, security, integrations, reporting, and long-term maintenance. A chatbot without workflow logic gives weak answers. Automation without error handling breaks. That is where I help. Recent work includes a behavioral AI authentication system using mobile sensor signals, micro-motion analysis, model retraining, confidence scoring, and live handoff detection. In final validation, authorization was revoked immediately on handoff, owner and non-owner confidence were clearly separated, unauthorized control had zero incorrect recoveries, and access recovered when the real owner took the device back. I have also worked on RAG chatbots, AI document-processing systems, CRM and workflow automation, multi-tenant platforms, OCR pipelines, computer vision systems, and full-stack AI products. ━━━━━━━━━━━━━━━━━━━━ I am a good fit if you need someone who can understand your business process, build the AI system around it, and deliver a product your team can actually use. 📩 Tell me what is manual, slow, broken, or disconnected in your workflow. I will help turn it into a practical AI-powered system that works in the real world.

AI Voice Agent Developer helping businesses automate calls, qualify leads, book appointments, and handle customer conversations using production-ready AI voice systems. I build AI Voice Agents, AI Receptionists, AI Calling Systems, and Conversational AI workflows that handle inbound and outbound communication while integrating directly into business operations. If your business is missing calls, responding slowly to leads, or struggling with manual follow ups, I design systems that capture, qualify, route, and engage customers automatically. These are not simple demos or disconnected workflows. I build production-ready systems using Retell AI, Twilio, Vapi, OpenAI, and ai automation. 𝗪𝗛𝗔𝗧 𝗜 𝗕𝗨𝗜𝗟𝗗 (𝗥𝗘𝗔𝗟 𝗦𝗬𝗦𝗧𝗘𝗠𝗦 𝗡𝗢𝗧 𝗝𝗨𝗦𝗧 𝗗𝗘𝗠𝗢𝗦) I specialize in building production ready AI voice and automation infrastructures that operate inside real business environments: • AI Voice Agents that answer calls immediately, speak naturally, and guide conversations • AI Receptionists for service businesses (booking, routing, FAQs, call handling) • AI Lead Qualification Systems for real estate, agencies, and sales teams • AI Appointment Scheduling Systems integrated with calendars and CRMs • Intelligent IVR Systems using Twilio, Retell AI, and Vapi • Outbound AI Calling Systems for follow-ups, reminders, and lead engagement These systems don’t just respond they take action: → Capture structured data → Update CRM records → Trigger workflows → Send SMS/email during or after calls → Route leads based on logic 𝗔𝗨𝗧𝗢𝗠𝗔𝗧𝗜𝗢𝗡 & 𝗦𝗬𝗦𝗧𝗘𝗠 𝗜𝗡𝗧𝗘𝗚𝗥𝗔𝗧𝗜𝗢𝗡 Beyond voice, I build end to end automation ecosystems that eliminate manual work and keep your operations running without bottlenecks. Using tools like Make (Integromat), n8n, and custom APIs, I design workflows that: • Automatically assign and route leads • Trigger follow-ups across SMS, email, and voice • Sync data between multiple platforms in real time • Handle webhook-based events and backend logic • Manage pipeline stages and contact updates • Send internal alerts and notifications The goal is simple: zero delays, zero manual chasing, full visibility. 𝑪𝑹𝑴 𝑨𝑼𝑻𝑶𝑴𝑨𝑻𝑰𝑶𝑵 & 𝑳𝑬𝑨𝑫 𝑴𝑨𝑵𝑨𝑮𝑬𝑴𝑬𝑵𝑻 I implement smart CRM systems that ensure every lead is tracked, nurtured, and converted. 𝗧𝘆𝗽𝗶𝗰𝗮𝗹 𝘀𝗲𝘁𝘂𝗽𝘀 𝗶𝗻𝗰𝗹𝘂𝗱𝗲: • GoHighLevel automation and pipeline setup • Zoho CRM and HubSpot integrations • Lead capture and enrichment workflows • Automated nurturing sequences (SMS, email, voice) • Appointment reminders and reactivation campaigns • AI driven lead qualification logic 𝗧𝗘𝗖𝗛 𝗦𝗧𝗔𝗖𝗞 Retell AI | Twilio Voice | Vapi AI | OpenAI Realtime API Make com | n8n | Webhooks | REST APIs LiveKit | WebRTC | Node.js GoHighLevel | Zoho CRM | HubSpot | Airtable 𝗪𝗛𝗘𝗥𝗘 𝗧𝗛𝗘𝗦𝗘 𝗦𝗬𝗦𝗧𝗘𝗠𝗦 𝗪𝗢𝗥𝗞 𝗕𝗘𝗦𝗧 • Real Estate & Mortgage (lead qualification, follow-ups) • Healthcare & Clinics (appointment booking, reminders) • Home Services (AI receptionist, call handling) • Agencies (lead routing, automation pipelines) • SaaS & Tech (user onboarding, support automation) 𝗪𝗛𝗔𝗧 𝗠𝗔𝗞𝗘𝗦 𝗠𝗬 𝗔𝗣𝗣𝗥𝗢𝗔𝗖𝗛 𝗗𝗜𝗙𝗙𝗘𝗥𝗘𝗡𝗧 Most developers connect tools. I build reliable, real world systems that actually work under pressure: • Instant call pickup (no awkward delays) • Clean, structured data handling • Stable integrations across multiple platforms • Logic-based automation (not just triggers) • Scalable architecture for high call volumes Every system is designed for performance, not just functionality. 𝑹𝑬𝑺𝑼𝑳𝑻𝑺 𝒀𝑶𝑼 𝑪𝑨𝑵 𝑬𝑿𝑷𝑬𝑪𝑻 • Faster response time (seconds, not hours) • Higher lead capture rate • Reduced manual workload • Better customer experience • More booked appointments and qualified leads 𝗪𝗛𝗢 𝗧𝗛𝗜𝗦 𝗜𝗦 𝗙𝗢𝗥 ✔ Businesses missing calls or struggling with response time ✔ Teams overwhelmed with manual follow-ups ✔ Companies ready to automate lead handling and communication ✔ Founders who want scalable systems, not temporary fixes 𝗤𝗨𝗜𝗖𝗞 𝗡𝗢𝗧𝗘 If you’re looking for basic setups or the cheapest option, I may not be the right fit. But if you want a properly built AI voice and automation system that integrates into your business and delivers real results, then we will work well together... 𝗡𝗘𝗫𝗧 𝗦𝗧𝗘𝗣 Send me a message with: • How do you currently handle inbound calls or new leads? • Where do you feel leads are dropping off? I will break down exactly how to fix it and what your system should look like. KEYWORK {SEO} AI Voice Agent Developer | AI Phone Agent | Conversational AI Developer | Voice AI Automation | AI Receptionist Setup | AI Call Automation | AI Call Assistant | AI IVR System | Intelligent Call Routing | Real-Time Voice AI | OpenAI Realtime API | Voice Bot Development Twilio Voice Developer | Twilio IVR | Twilio Media Streams | Twilio Automation | Retell AI Developer | Vapi AI Developer | Synthflow AI | Dialogflow CX Expert

I specialize in Automation and GHL solutions. I've shipped products for Silicon Valley founders, SMEs, and growth-stage startups across 3 continents from idea to live product, faster than any dev team can. ━━━━━━━━━━━━━━━━━━━━━━━━━ WHAT I BUILD ━━━━━━━━━━━━━━━━━━━━━━━━━ ✔ Bubble web apps SaaS, marketplaces, CRMs, ERPs, LMS, booking platforms ✔ Webflow & Framer websites with CMS and animations ✔ AI-powered tools using Claude, GPT, and modern AI APIs ✔ Workflow automation with n8n, Make (Integromat), and Zapier ✔ Backend systems with Xano and Supabase ✔ Internal tools with Retool, Softr, and Glide ✔ MVP development from wireframe to launch ━━━━━━━━━━━━━━━━━━━━━━━━━ FULL NO-CODE / LOW-CODE STACK ━━━━━━━━━━━━━━━━━━━━━━━━━ App Builders: Bubble · Lovable · Softr · Glide Web Builders: Webflow · Framer · WeWeb · Carrd Backend / DB: Xano · Supabase · Airtable Automation: n8n · Make · Zapier AI Tooling: Claude Code · Cursor · v0 · Replit Design: Figma Integrations: REST APIs · Stripe · Twilio · Auth0 · OpenAI API ━━━━━━━━━━━━━━━━━━━━━━━━━ PLATFORMS & PRODUCTS I'VE BUILT ━━━━━━━━━━━━━━━━━━━━━━━━━ • B2B SaaS platforms with subscription billing • Two-sided marketplaces with payments and reviews • ERP systems for operations teams • LMS platforms with course delivery and progress tracking • CRM dashboards with pipeline and reporting • Scheduling and booking apps • AI-enhanced automation workflows ━━━━━━━━━━━━━━━━━━━━━━━━━ WHY CLIENTS HIRE ME ━━━━━━━━━━━━━━━━━━━━━━━━━ → I think like a product manager, not just a developer → I ship fast most MVPs in 2–4 weeks → I'm technical enough to extend any no-code platform with APIs and custom logic → I communicate clearly and work async-friendly across time zones Bubble developer No-code developer Bubble expert MVP development Webflow developer Zapier automation AI automation expert Low-code developer SaaS builder Supabase developer n8n automation Retool developer API integration specialist Marketplace app development Workflow automation consultation