Hi, I'm Afaq Ahmad, a Full Stack Developer, AI integrator, and Engineering manager at RipeSeed. I have over 5 years of hands-on experience and led 20+ successful projects across industries, combining deep technical know-how with a strong focus on communication, speed, and quality. When you work with me, you get more than code, you get clarity, structure, and real results and consultancy regarding your technical decisions. AI Focus: ・Integration of OpenAI APIs and custom AI pipelines ・Building LLM Rag pipelines with LangChain, Pinecone, and VectorDBs ・LLM Rag fine-tuning using OpenAI's tools and open-source models ・Prompt engineering, evaluation metrics, and AI use-case design ・Intelligent agents, custom chatbots, embeddings & search Full Stack + AI Development Stack: ・Frontend: ReactJS, NextJS, VueJS, TypeScript, GraphQL, WebSockets ・Backend: NodeJS, NestJS, Express, Python (FastAPI), LangChain ・AI: OpenAI, Hugging Face, LangChain, Pinecone, ChromaDB ・Data: PostgreSQL, MongoDB, Supabase, Redis ・DevOps: Docker, AWS, CI/CD, Vercel ・Security: OAuth2, JWT, API Rate Limiting What I Offer: ・LLM Rag System Design & Implementation – Build intelligent systems that combine search with generative AI ・AI-Powered MVPs – Rapid prototyping of AI-native apps for startups and internal tools ・LLM Rag Fine-Tuning & Prompt Optimization – Custom-tailored model behavior for your specific data and audience ・Full Stack Product Development – From zero to launch: architecture, frontend, backend, and infrastructure ・Design Systems & Component Libraries – Clean, scalable, reusable UI with Storybook ・Automated QA – Ensuring reliability through custom test suites and CI integration Project Onboarding Process Discovery & Requirement Gathering Architecture & Tech Spec Writing Roadmapping & Timeline Setup Agile Iteration & Delivery If you're looking for someone who can bridge AI innovation with battle-tested full-stack engineering, I'm here to help bring your vision to life: efficiently and with technical excellence. P.S: Not sure how AI fits into your business? I offer a free initial consultation to discuss your use case and guide you toward the right solution.

💼 Full-Stack AI/ML Consultant | Generative AI Architect | SaaS & Product Builder | Cloud & DevOps Expert | 15+ Yrs Experience I help startups and enterprises design, build, and scale AI-powered platforms and SaaS applications using modern tech stacks, cloud-native tools, and Generative AI. Whether you're building from scratch, optimising legacy systems, or launching your next AI product, I bring the cross-functional expertise to get it done fast and right. What I Do Best: 🔹 AI/ML & Generative AI ⦿ LLMs(Llama 2/3/4), GPT-3/4, ⦿ Langchain, LangGraph, LlamaIndex ⦿ RAG (ReAct, Simple, Self, Agentic, etc) ⦿ Custom NLP/NLU models, Transformers, Chatbots, Text Analytics ⦿ End-to-end ML pipelines (training, fine-tuning, deployment) ⦿ ML agents: research, sales, assistants, automation bots 🔹 Software & Full Stack Development ⦿ Backend: Python, FastAPI, Flask, Django, Node.js ⦿ Frontend: Gradio, Streamlit, React, Angular, Vue.js, Tailwind, Bootstrap ⦿ Databases: Redis, PineCone, Chroma, PostgreSQL, MySQL, MongoDB, Firebase 🔹 LLMOps | MLOps | DevOps & Deployment ⦿ AWS Sagemaker, Bedrock, vLLm, Ollama ⦿ Docker, Kubernetes, CI/CD (GitHub Actions, Jenkins, CircleCI) ⦿ Terraform, Serverless, AWS Lambda ⦿ Monitoring: Graphana, Prometheus 🔹 Cloud & Data Engineering ⦿ AWS: SageMaker, Bedrock, Lambda, API Gateway, S3, Cloudwatch, EventBridge, CloudFormation. ⦿ Model Registry: MLFlow, AirFlow, Sagemaker Model Registry 🔹 No-Code / Low-Code Development ⦿ Fast MVPs using platforms like FlowIse, Bubble ⦿ Integrations via Zapier, Make, and REST APIs ⦿ No-Cure, No-Pay model for productized services (optional) Why Clients Choose Me ⦿ 15+ years across FinTech, Telecom, Healthcare, EdTech, BioTech, Media & SaaS ⦿ Built platforms with 1Mn+ users, real-time systems, agentic workflows ⦿ Delivered end-to-end GenAI, NLP, CV, IoT & full-stack solutions ⦿ Known for rapid prototyping, scalable systems, and business-aligned results ⦿ Freelance & startup founder mindset: product, speed, ROI first 🤝 Let’s Collaborate I offer a free consultation (worth $500+) to explore your vision, validate feasibility, and propose the right AI roadmap or system architecture. Whether you're an early-stage founder or scaling your enterprise AI stack — I can help bring your ideas to life.

I build production-grade AI systems that actually work at scale — not prototypes, not demos. As a Microsoft MVP and certified Azure Solutions Architect Expert, I specialize in three high-complexity domains where most developers stop at the surface: Retrieval-Augmented Generation pipelines, real-time Voice AI systems, and enterprise Azure AI architecture. My work lives in production. I've designed and deployed multi-agent architectures handling live voice conversations using Azure OpenAI Realtime API and VoiceLive SDK, built asynchronous RAG systems on Azure AI Search with sub-second retrieval, and architected MCP server ecosystems orchestrating complex business logic across containerized Flask microservices on Azure Container Apps. What I bring that others don't: Most Azure AI contractors can follow documentation. I design systems from first principles — knowing when RAG outperforms fine-tuning, how to engineer a voice pipeline that survives latency constraints in production, and how to structure multi-agent MCP architectures that remain maintainable six months after delivery. I work exclusively with clients who have serious technical requirements and understand the value of getting architecture right the first time. Core expertise: Azure OpenAI Realtime API and VoiceLive SDK — end-to-end voice AI pipelines from STT to response synthesis, hybrid architectures, latency optimization for production environments. RAG architecture — asynchronous retrieval pipelines, Azure AI Search integration, chunking strategies, reranking, evaluation frameworks. Built for accuracy and speed at enterprise scale. MCP servers and multi-agent systems — Flask-based specialized agents, tool orchestration, Azure Container Apps deployment, stateful conversation management. Azure infrastructure — Container Apps, Azure Communication Services, Cosmos DB, Table Storage, Key Vault. Full production deployment, not just proof of concept. Certifications & recognition: Microsoft MVP Azure Solutions Architect Expert Azure AI Engineer Associate Microsoft Partner (ID: 6960001) Languages: French (native) · English (professional) · Arabic (native) Engagement model: I take on a limited number of clients at a time to ensure full technical attention. Fixed-price milestones for scoped projects, hourly for architecture consulting and ongoing development.

🌟Top Rated AI consultant specializing in LLMs and RAG chatbots. 📌 LLM Implementation, RAG & Agentic Workflows ✅ Proficient in deploying and fine-tuning Large Language Models (LLMs) such as Llama 3, Claude, Mistral, Phi-3, and OpenAI GPT models for diverse conversational and reasoning applications. ✅ Built advanced Retrieval-Augmented Generation (RAG) systems with custom chunking, hybrid (dense + keyword) search, and vector databases like Pinecone, Weaviate, ChromaDB, and FAISS for accurate, traceable answers over large datasets. ✅ Architected multi-agent orchestration frameworks using LangChain, LangGraph, OpenAI Agent SDK, and Mastra — designing Planner, Retriever, Executor, and Feedback agents for memory-rich workflows. ✅ Engineered Model Context Protocol (MCP) servers enabling unified natural-language querying across infrastructure, security, and code-quality systems. ✅ Expertise in parameter-efficient fine-tuning (LoRA) for domain-specific performance without overloading infrastructure. 📌 Enterprise AI & Observability Platforms ✅ Developed Natural-Language-to-SQL agents integrating DevSecOps tools like Datadog, Snyk, SonarQube, and Qualys into a single conversational layer. ✅ Built real-time vulnerability correlation engines and automated root-cause-analysis pipelines for enterprise agentic platforms (10+ integrated tools). ✅ Delivered production GenAI systems for enterprise clients through the Andela Talent Network, including Scholastic and News Corp. 📌 Conversational AI & Voice Agents ✅ Expert in real-time voice AI agents using the OpenAI Realtime API, ElevenLabs, and Twilio Voice for natural, low-latency phone conversations. ✅ Built end-to-end voice bots with interruption handling, emotion detection, transcription (Whisper), and multi-language support. ✅ Designed WebRTC voice pipelines with sub-200ms latency using Twilio Media Streams and FastAPI + AWS Lambda backends. ✅ Created conversational IVR systems blending traditional telephony with modern AI for enterprise contact centers. 📌 Document Intelligence & Computer Vision ✅ Engineered LLM-driven document intelligence pipelines using VLMs (Qwen2-VL, Donut) and YOLOv10 for zero-shot, generative parsing of complex layouts. ✅ Built intelligent document-routing pipelines with a custom EfficientNetV2 architecture achieving 95% top-2 accuracy in PDF page classification before generative processing. ✅ Trained transformer-based OCR models (with Tesseract, EasyOCR, Textract) to extract high-fidelity text from degraded, noisy scans and feed clean context downstream. 📌 Generative AI for Business Applications ✅ Delivered enterprise generative AI using Stable Diffusion, MimicMotion, DWPose, ControlNet, and ComfyUI for branded content, avatar animation, and video-to-video generation. ✅ Integrated generative models with chatbots for document generation, image-based responses, and personalized outputs. 📌 Cloud, Backend & Deployment ✅ Scalable deployments on Azure AI, AWS, and GCP — including Azure Cognitive Services (Speech-to-Text, Text Analytics, Computer Vision). ✅ Production backends with FastAPI, Docker, GPU scaling, and custom high-performance local ML hardware. 📌 Revenue and Impact 🌟 Earned $80,000+ on long-term AI consultancy projects across LLM, agentic, and computer vision systems. 🌟 Top Rated with a 100% Job Success Score and 1000+ hours of delivered consultation. 🌟 Backed by a research foundation from IIT Kharagpur — 7 peer-reviewed publications and 200+ citations. 📌 Tools and Tech Stack 🌟 LLMs & NLP: OpenAI GPT, Llama 3, Claude, Mistral, Phi-3, LangChain, LangGraph, Hugging Face 🌟 Agentic: OpenAI Agent SDK, Mastra, MCP, CrewAI, Autogen 🌟 Vector Search: Pinecone, Weaviate, ChromaDB, FAISS, Milvus 🌟 Cloud & APIs: Azure AI, AWS, GCP, Docker 🌟 Vision & OCR: YOLOv10, Qwen2-VL, Donut, EfficientNetV2, Tesseract, EasyOCR, Textract 🌟 Generative AI: Stable Diffusion, MimicMotion, ControlNet, ComfyUI 🌟 Programming: Python, FastAPI, Flask, SQL 📌 Why Clients Choose Me 🌟 Proven Expertise: Research-grade rigor paired with production-ready delivery, consistently exceeding expectations. 🌟 Scalable Solutions: Modular, enterprise-grade architectures built for real-world scale. 🌟 Client-Centric Approach: Rated 5/5 for responsiveness, innovation, and technical excellence. 📌 Client Testimonials 🌟 "Abhik is very knowledgeable. He has the skills and the tenacity to solve tough problems." 🌟 "Abhik is truly exceptional. He carefully listens to your requirements and delivers perfect results." 📌 Let's Build Smarter AI Together Looking for an agentic AI platform, an LLM-powered RAG system, or a real-time voice agent? Let's collaborate to build something remarkable. Contact me today to discuss your project!

8+ years of experience | Top Rated Plus Freelancer 𝗠𝗼𝘀𝘁 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀𝗲𝘀 𝗮𝗿𝗲 𝗹𝗼𝘀𝗶𝗻𝗴 $50𝗞–$500𝗞+ 𝗶𝗻 𝗵𝗶𝗱𝗱𝗲𝗻 𝗼𝗽𝗲𝗿𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗶𝗻𝗲𝗳𝗳𝗶𝗰𝗶𝗲𝗻𝗰𝗶𝗲𝘀, missed leads, manual workflows, slow response times, and disconnected systems. 𝗜 𝗯𝘂𝗶𝗹𝗱 𝗔𝗜/𝗠𝗟-𝗽𝗼𝘄𝗲𝗿𝗲𝗱 𝘀𝘆𝘀𝘁𝗲𝗺𝘀 𝘁𝗵𝗮𝘁 𝗲𝗹𝗶𝗺𝗶𝗻𝗮𝘁𝗲 𝗶𝘁, 𝗮𝗻𝗱 𝗿𝘂𝗻 𝗿𝗲𝗹𝗶𝗮𝗯𝗹𝘆 𝗮𝘁 𝘀𝗰𝗮𝗹𝗲. I've worked with 25+ businesses across healthcare, SaaS, eCommerce, hospitality, construction, distribution, local services, and enterprise systems, building production-ready AI solutions that automate real workflows, not demos. 𝗥𝗲𝗮𝗹 𝗜𝗺𝗽𝗮𝗰𝘁 𝗔𝗰𝗿𝗼𝘀𝘀 𝗜𝗻𝗱𝘂𝘀𝘁𝗿𝗶𝗲𝘀 ➞ Healthcare : Voice AI, clinical chatbots, medical transcription (NLP), patient engagement, appointment automation ➞ Distribution & Manufacturing : Document AI (OCR), order parsing, inventory automation, demand forecasting, analytics dashboards ➞ Hospitality & Local Services : AI booking systems, WhatsApp automation, conversational AI, lead conversion systems ➞ Construction & Real Estate : Data extraction, lead generation systems, workflow automation, CRM pipelines ➞ SaaS & Internal Tools : AI copilots, GPT-based apps, analytics dashboards, reporting systems, multi-agent architectures 𝗪𝗵𝗮𝘁 𝗜 𝗕𝘂𝗶𝗹𝗱 ClaudBot : AI assistant for conversations, workflows, and task automation CoWork : internal AI workspace for team productivity and knowledge access MoltBot : AI automation system for lead handling and business operations Paperclip : document AI system for parsing, extraction, and validation CrewAI-based systems : multi-agent workflows, task coordination, tool execution RAG systems : knowledge base AI and semantic search across documents NLP systems : text classification, entity extraction, summarization, intent detection Chatbots : web, WhatsApp, and support automation Voice AI : conversational systems and IVR automation LLM pipelines : prompt design, tool calling, structured outputs AI copilots : internal assistants for teams and operations Workflow automation : APIs, CRM/ERP integrations, Zapier, Make, n8n Document AI : OCR, PDF parsing, data extraction and validation Data pipelines : ETL, real-time processing, structured data flows Dashboards & analytics : reporting systems and insights generation Predictive systems : recommendation engines and ML models 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸 & 𝗘𝘅𝗽𝗲𝗿𝗶𝗲𝗻𝗰𝗲 AI / ML & LLMs OpenAI (GPT-4/4o), Claude, Gemini, Llama, DeepSeek, Qwen, Mistral, Hugging Face, Fine-Tuning, Embeddings, Vector Search, MCP, Function Calling Agent Frameworks & AI Systems LangGraph, LangChain, CrewAI, AutoGen, OpenAI Agents SDK, Hermes Agent Framework, Mastra, PydanticAI, Multi-Agent Systems, Agentic Workflows, Tool Calling, AI Copilots AI Application Frameworks Vercel AI SDK, Next.js AI Applications, AI Assistants, Streaming AI Interfaces, AI SaaS Development RAG & Knowledge Systems LlamaIndex, Haystack, Pinecone, Weaviate, Qdrant, ChromaDB, FAISS, Hybrid Search, Semantic Search, Knowledge Graphs Voice AI & Conversational Systems LiveKit Agents, Vapi, Retell AI, Bland AI, ElevenLabs, Whisper, Speech-to-Text (STT), Text-to-Speech (TTS), AI Voice Agents, IVR Automation Computer Use & Browser Agents Browser Use, Stagehand, Computer Use Agents, Web Automation Agents, Autonomous Workflows Observability & Evaluation LangSmith, LangFuse, Arize Phoenix, Prompt Evaluation, LLM Monitoring, AI Analytics Automation & Integrations n8n, Zapier, Make, REST APIs, Webhooks, HubSpot, Salesforce, WhatsApp API, Twilio, CRM/ERP Integrations Backend & Infrastructure Python, FastAPI, Django, Node.js, Docker, AWS, GCP, Azure, LiteLLM, Ollama, vLLM, Microservices, Serverless Architecture Frontend React, Next.js, TypeScript, Vercel Databases & Data Engineering PostgreSQL, MongoDB, Redis, Supabase, ETL Pipelines, Real-Time Data Processing, Analytics Pipeline 𝗛𝗼𝘄 𝗜 𝗪𝗼𝗿𝗸 Real workflows, not experiments Fast build → quick iteration Stable, scalable systems Clear and direct communication 𝗪𝗵𝗲𝗻 𝗜'𝗺 𝗔 𝗚𝗼𝗼𝗱 𝗙𝗶𝘁 You want to automate business processes using AI/ML You need chatbots, voice AI, or AI agents in production You're building AI-powered products or internal tools You want to scale without increasing manual work 𝗟𝗲𝘁'𝘀 𝗕𝘂𝗶𝗹𝗱 If you're looking to reduce manual work, build AI systems, or scale automation across your business, let's connect. Keywords: AI Backend Systems, Next.js developer, React developer, Full Stack Developer, AI Automation Engineer, AI Workflow Automation, Python developer, FastAPI developer, Django developer, n8n developer, n8n specialist, Make expert, Make Integromat, Zapier expert, Zapier automation, Airtable consultant, Airtable developer, Supabase specialist, Firebase developer, AI Chatbot developer, Voice Bot developer, Vapi AI integration, Retell AI developer, ElevenLabs Voice AI, AI MVP prototyping, Bolt developer, Lovable app, SaaS application developer

Hi, I’m Phoebe 👋 I've built AI automation systems that have saved hundreds of hours and driven 2x growth for coaches, consultants, and service businesses. My work is focused on real outcomes. I design automation workflows using tools like Make.com, OpenAI (GPT-4o), n8n, Airtable, Voiceflow, Instantly, Dripify etc. → My automations have saved clients 10+ hours per week in manual workflows. → I’ve designed end-to-end AI pipelines for e-commerce, coaching, and professional services (x2 lead increase) → My background in finance and operations ensures every solution drives re 3xROI. Excited to be here! 😊 Clients choose to work with me for my deep business acumen—backed by years in finance and operations—and my knack for translating complex processes into seamless AI workflows. Before founding Sagrada AI, I managed financial systems in fast-growing companies, honing expertise in CRM optimization, marketing automation, and scalable sales outreach. Today, I design and implement solutions that: -Automate customer service chatbots, reducing response times by up to 60% -Enrich CRM records automatically with AI-driven data -Schedule and publish social media content across platforms -Trigger targeted email and LinkedIn outreach campaigns When you partner with me, you get a strategic collaborator who understands P&Ls, growth levers, and lean operations. My goal is always long-term partnerships that boost revenue, cut costs, and empower teams. Looking forward to crafting the perfect AI automation for your business. Let’s chat! Cheers, Phoebe

If your business is still running on manual follow-ups, missed calls, half-finished AI tools, or disconnected workflows - you don't have a technology problem. You have a systems problem. I fix that. I build production-ready AI automation systems and intelligent AI agents that eliminate manual bottlenecks, capture every lead, and run your operations around the clock without human intervention. ━━ WHAT I BUILD ━━ 🤖 AI Agents & Agentic Systems Multi-step AI agents built on Claude AI, OpenAI, and LLM frameworks that reason, decide, and act autonomously - from lead qualification to document processing to outbound outreach. 📞 Voice AI Agents (VAPI · Retell AI) Inbound and outbound voice agents that answer calls instantly, qualify leads, book appointments, and integrate directly with your CRM - for real estate, healthcare, dental, and service businesses, etc. 🔁 Workflow Automation (n8n · Make · Zapier) End-to-end automation pipelines connecting your CRM, email, calendar, WhatsApp, and data sources. n8n and Make multi-step workflows built for reliability, not demos. 💬 AI Chatbots & RAG Systems Custom-trained chatbots powered by Claude AI and RAG (Retrieval-Augmented Generation) that answer from your knowledge base, handle support, and escalate intelligently - deployed on your website, WhatsApp, or CRM. 📈 Lead Generation & CRM Automation Automated outbound SDR systems, AI-powered lead scoring, CRM enrichment, and follow-up sequences inside GoHighLevel (GHL), HubSpot, and Pipedrive. ⚡ Claude AI Workflows & Prompt Engineering Custom Claude AI operating systems, prompt engineering, LLM integrations, and AI-powered content pipelines. One of the few specialists building with Claude natively - not just wrapping it. ━━ MY TECH STACK ━━ n8n · Make · Zapier · Claude AI (Anthropic) · OpenAI · VAPI · Retell AI · GoHighLevel (GHL) · HubSpot · Supabase · Python · LangChain · Pinecone · Airtable · Notion · Twilio · WhatsApp Business API · Replit · Bubble io ━━ INDUSTRIES ━━ Real estate · SaaS · Healthcare · E-commerce · Financial services · Coaching & consulting · Legal · Dental practices ━━ HOW I WORK ━━ I don't build demos. I build production systems - documented, tested, and built to handle real volume without you babysitting them. Every delivery includes a handover so your team can maintain it. If you're done losing leads to slow follow-up and wasting hours on work a system should handle - send me a message. Let's build it.

Hi, I'm Gabby 👋 I’m an AI Automation Specialist and Process Engineer with a background in digital marketing, sales systems, CRM automations and performance optimisation. I've helped over 100 clients - including Biuro, Anytime Fitness, Brothers Gutters, Wise Hiring Solutions, Cort's Pools, Phillip Morris International, IKEA, and Nespresso - by building automation systems that save time, reduce errors, increase the team's satisfaction and generate hundreds of thousands in revenue. Some of my results include: → I've generated $360K+ in signed pipeline in just 6 weeks for a property investment agency - fully automated through a full-funnel AI sales system using SMS, chatbot, and CRM automations. → I've booked 98 highly qualified home buyer appointments in 90 days for a buyer’s agent using AI SMS Chatbot, AI voice caller, and CRM automations - fully hands-free system delivering $20K–$40K deal value per client. → I've built a fully hands-free AI sales system that delivered 57 home buyer appointments in 60 days for a solo buyer’s agent - fully automated with AI SMS chatbot, AI voice agent, and CRM workflows. → I've built a custom specialised automation system and mobile app for a log house manufacturer - reduced label scanning errors by 90%, improved packing speed and QA accuracy, and increased overall order-to-shipping speed by an estimated ~20%. → I've built systems for IKEA, Nespresso, Maggi, and PMI, including eCommerce and operational automations. → I've set up a reactivation campaign for 1 Brothers Gutters location and recovered $128,000 revenue potential in the first week alone → I've saved 20+ hours weekly for a recruitment agency with a fully automated ad copy & creative generator, and direct ad publishing to Meta via API built in Make & Airtable → I've generated 42 new members, 133 appointments booked, and a 36% average reply rate from a 2,017 dormant contacts database for 1 Anytime Fitness location → Built a Reddit growth tool with Make that tracks keyword mentions, reviews posts, and suggests on-brand comments clients can use to grow their community and boost engagement. My core tech stack includes: Make, Zapier, GoHighLevel, N8N, Closebot, Airtable, and Claude Code. I work fast, think strategically, and love helping businesses free up time while increasing revenue with smart, scalable systems that consistently generate compounding revenue - without the need to hire more staff.

I help SaaS founders, enterprises, and fast-growing teams deploy production-grade AI systems that automate workflows, cut operational costs, and create measurable ROI. With deep expertise in AI Agents, RAG pipelines, and full-stack SaaS platforms, I architect and deliver solutions built on LangChain, LangGraph, OpenAI/Claude/Gemini, AWS Bedrock, FastAPI, React/Next.js, and enterprise cloud stacks (AWS/GCP/Vercel). ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ WHAT I BUILD ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ → AI Agents & Multi-Agent Systems Autonomous agents with tool use, memory, and orchestration via LangGraph and AutoGen — integrated into your CRMs, APIs, and internal workflows. → RAG Knowledge Chatbots AI assistants grounded in your docs, databases, and knowledge base for accurate, hallucination-free answers at scale. → Voice AI Pipelines End-to-end voice agents using VAPI, Twilio, and ElevenLabs for support automation, lead qualification, and outbound calling. → AI-Powered SaaS Development Full-stack SaaS platforms with auth, billing, dashboards, and AI modules — built in Next.js + FastAPI, ready to onboard real users from day one. → LLM Integration & Optimization Fine-tuned prompts, custom retrieval pipelines, eval frameworks, and cost/performance optimization for existing AI products. → Document Intelligence Pipelines Smart PDF/data processing for summarization, extraction, legal/contract review, and compliance automation. ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ TECH STACK ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ AI/LLM: LangChain, LangGraph, OpenAI (GPT-4o, o3), Claude 3.5, Gemini 2.5, AWS Bedrock, Hugging Face, DeepSeek Retrieval: Pinecone, Chroma, FAISS, Hybrid Search, vector embeddings, evals Voice: VAPI, Twilio, ElevenLabs Backend: Python, FastAPI, Node.js, REST APIs, WebSockets, Celery workers Frontend: React, Next.js, TypeScript, Tailwind CSS Data/Cloud: MongoDB, PostgreSQL, AWS, GCP, Vercel — CI/CD, security, scalability ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ RESULTS CLIENTS CARE ABOUT ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ - Chatbots handling 90%+ of routine queries → frees support teams, qualifies leads automatically - RAG systems reducing lookup time by up to 80% → precise, verifiable answers with source citations - AI SaaS MVPs delivered in weeks, not months → ready to onboard and charge real users - Automations cutting manual ops costs by 30–50% → reliable AI + workflow orchestration ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ HOW I WORK ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Discovery → Architecture → Delivery → Evaluation (with strict gates for accuracy, latency, and cost at each stage) - Business-first approach — I track KPIs like CSAT, AHT, conversion, and cost-to-serve - Clear communication and frequent demos — you see progress at every stage - Production-grade handover — scalable, documented, and maintainable code ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Ready to build something dependable? Tell me your goal — support automation, lead gen, knowledge retrieval, voice AI, or a full SaaS product — and I'll map the fastest path to measurable ROI.

I help home service businesses, medical clinics, and agencies capture lost revenue by building 24/7 AI Voice Agents that answer calls, qualify leads, and book appointments directly into your calendar. Most businesses don’t have a lead problem, they have a response-time and follow-up problem. Every missed call after hours, slow callback, or manual scheduling back-and-forth reduces your conversion rate. I solve this by building human-sounding AI Receptionists that work inside your real business workflows, connecting cleanly to your CRM, forms, pipelines, and backend tools. I build systems designed for real business use, not fragile demo bots. What I Build & Automate 24/7 Inbound AI Receptionists: Natural-sounding agents that handle FAQs, route calls, and book appointments directly into GoHighLevel or Google Calendar. Outbound Speed-to-Lead Agents: Automated systems that call new web leads within 60 seconds to qualify them and secure the booking. Post-Call Automation: Automatic call logging, CRM tagging, call summaries, and triggered SMS follow-up sequences. Missed-Call Recovery: Instant text-back systems to capture leads when lines are busy. The Technical Stack I integrate specialized voice platforms with your existing infrastructure to ensure zero latency and flawless data syncing: Voice & AI Platforms: Vapi, Retell AI, Twilio, ElevenLabs, OpenAI/Claude API. CRM & Pipeline Management: GoHighLevel (GHL) Native Voice & API integrations, HubSpot. Workflow Automation: Make com, n8n, Zapier, Webhooks, custom API routing. The Process Scope: We map your specific call flow, objection handling, and business logic. Build: I engineer the conversational AI prompt to prevent hallucinations and keep the agent on script. Integrate: The agent is wired into your calendar and CRM to update live data in real-time. Refine: We test the workflow to ensure a natural, latency-free experience before launching. Let's Build Your System If you need a reliable, scalable Voice AI system that actually drives revenue, send me a message with: Your business type and target audience Your current CRM and booking software What you want automated (Inbound, Outbound, or both) I’ll review your setup and suggest the most practical, high-ROI approach for your business.