Recent work: - AI Automation - Document Review Product - My existing ComfyUI DiT video generation workflow (LTX-Video 2.3 I2V), which runs on H200. Optimized a native Blackwell (B200, sm_100) implementation of SageAttention specifically mirroring the SageAttention2++ architecture targetting CUDA 12.8+ - Product price analytics using data from Terapack, Pricecharting etc using NLP - Combined SAHI (Slicing Aided Hyper Inference) technique with Yolov5 to detect moving objects - A non-CNN-based motion vector estimator for image deblurring due to motion blur - Deep Learning based Document image processing solution - High Accuracy Face Tracking and face blurring solution Total Experience: +27 years Core Skills: - C/C++ - C# (Unity) - TensorFlow - Python - Flutter & Dart - NodeJS, Flask, Django - MongoDB - Git

I'm a Junior Artificial Intelligence Engineer with a strong foundation in Machine Learning, Deep Learning, Natural Language Processing (NLP), and Computer Vision. I am committed to transforming data into intelligent solutions that address real-world challenges. In my early career, I've gained valuable experience working on a range of projects, from developing diagnostic tools for medical imaging to creating NLP models for language translation and sentiment analysis. My focus is on building and contributing to AI systems that solve complex problems and drive innovation. My technical expertise includes: Machine Learning: Skilled in building predictive models, optimizing algorithms, and deploying scalable solutions. Deep Learning: Proficient in designing and training neural networks for tasks like image recognition, object detection, and speech processing. Natural Language Processing (NLP): Experienced in developing models for text classification, translation, sentiment analysis, and more. Computer Vision: Expert in image processing, image recognition, image segmentation, and object detection with hands-on experience in using YOLO, TensorFlow, and OpenCV. Whether you're looking to develop a cutting-edge AI application, enhance your existing systems, or explore new AI-driven opportunities, I'm here to help. I'm dedicated to delivering high-quality, impactful solutions that align with your goals. Let’s connect and explore how I can contribute to your next project!

I specialized in AI Agents, RAG systems, workflow automation, and enterprise AI applications. I have built 40+ AI solutions including knowledge assistants, document intelligence platforms, multi-agent systems, AI chatbots, and business process automation tools using OpenAI, Claude, Gemini, LangGraph, FastAPI, and vector databases. 🔑 What that means for you: Autonomous AI agents that replace repetitive human tasks. RAG chatbots that answer questions over your actual documents, databases, and internal tools and not hallucinated guesses LLM pipelines (GPT-4o, Claude, Gemini) integrated cleanly into your existing backend, and no rip-and-replace n8n / Make automation workflows that connect your CRM, Slack, email, and APIs into one intelligent system Production-grade backends (FastAPI, Django) on AWS / Azure / GCP that scale when you grow Top Rated Plus · 100% Job Success · 5-star average 💡 WHAT I BUILD FOR YOU ▸ AI Agents & Agentic Workflows Multi-step LangGraph agents that plan, reason, and execute across tools and APIs. Built for SaaS products, internal ops, and customer-facing automation. Not toy demos — production pipelines with error handling, retries, and logging. ▸ RAG-Based Chatbots & Knowledge Assistants Your documents, your database, your knowledge — made conversational. I build RAG systems using Pinecone, Weaviate, or pgvector + OpenAI/Gemini that return accurate, cited answers over thousands of files. ▸ LLM Integrations & Prompt Engineering GPT-4o, Claude 3.5, Gemini — function calling, structured outputs, tool use, reasoning chains. I handle the full stack from prompt design to API integration to output validation. ▸ Workflow Automation (n8n, Make, Zapier) Trigger-based and agentic workflows connecting your CRMs, databases, communication tools, and APIs. Cut operational overhead without replacing your team. ▸ Backend for AI Products Async FastAPI / Django services, background task queues, cloud storage, auth systems — designed to support AI-heavy workloads at scale on AWS, Azure, or GCP. ▸ Voice & Generative AI (Advanced) Real-time voice AI pipelines, voice cloning APIs, talking avatar systems, LLM-powered report generation — for teams building the next generation of AI-native products. 🔧 MY TECH STACK AI/LLM: OpenAI · Claude · Gemini · LangChain · LangGraph · llamaindex · CrewAI RAG: Pinecone · Weaviate · pgvector · FAISS · ChromaDB Automation: n8n · Make · Zapier · Webhooks Backend: FastAPI · Django · Flask · Celery · Redis Cloud: AWS · Azure · GCP · Docker · GitHub Actions Databases: PostgreSQL · MongoDB · MySQL · Supabase 📋 HOW WE WORK TOGETHER Discovery Call (30 min) — I understand your workflow, pain points, and current stack Scoped Proposal — You get a clear breakdown of deliverables, timeline, and cost Build & Iterate — Weekly check-ins, live demos, clean commits. You always know the status Deploy & Hand Off — Production deployment + documentation + 2 weeks of post-launch support I don't disappear after delivery. I build systems you can maintain, extend, and trust. Ready to replace manual work with intelligent AI? 📩 Message me now — I respond within 4 hours and offer a free 15-minute scope call for serious projects.

WebRTC mobile apps, iOS, OTT, Smart TV, AR/VR – senior iOS, Android, and Smart TV developer. $600K+ earned across 14,700+ hours, 100% JSS, Top Rated Plus. 15 years building real-time video and AI mobile apps. I lead mobile on funded products. ⚡ 𝗙𝗿𝗲𝗲 𝗣𝗥𝗗. 𝗠𝗩𝗣 𝗶𝗻 𝟳-𝟭𝟰 𝗱𝗮𝘆𝘀. 𝗙𝗿𝗲𝗲 𝗰𝗼𝗱𝗲 𝗿𝗲𝘃𝗶𝗲𝘄 𝗼𝗿 𝗮 𝟮-𝘄𝗲𝗲𝗸 𝘁𝗿𝗶𝗮𝗹 𝗼𝗻 𝗮𝗻 𝗲𝘅𝗶𝘀𝘁𝗶𝗻𝗴 𝗰𝗼𝗱𝗲𝗯𝗮𝘀𝗲. ⚠️ Invite me to your job – I reply within 15 minutes. 𝗔𝗽𝗽𝘀 𝗜'𝘃𝗲 𝗦𝗵𝗶𝗽𝗽𝗲𝗱 → Meetric - AI sales video platform, $2.25M seed. Led 3,837 hours across iOS, WebRTC, Twilio, Node.js. Real-time speech analysis during calls and AI post-meeting reports. Automates 80–100% of CRM data entry. White-labeled by telecom and CRM partners in Europe. → Sprii - live shopping for 3,000+ European brands. iOS and Android. 72K+ live events, 21M products sold, €365M+ in sales. 20× higher conversion for sellers. → Nucleus - real-time UCaaS for 300K+ customers. Native iOS and Android with WebRTC and SIP calling. 600M+ AI call minutes a month. SOC II, GDPR, HIPAA. → TransLinguist - AI interpretation app for the UK NHS. Voice-to-voice translation in 16+ languages, captions in 22. Won the NHS national framework tender. 30,000+ certified interpreters. 𝗪𝗵𝗲𝗿𝗲 𝗜'𝗺 𝗦𝘁𝗿𝗼𝗻𝗴𝗲𝘀𝘁 → WebRTC mobile apps - real-time video and voice calling, conferencing, and low-latency streaming on iOS and Android → Smart TV and OTT/IPTV - VOD and IPTV apps for Apple TV, Samsung Tizen, and LG WebOS. DRM, EPG, low-latency tune-in → AR, VR, and spatial computing - real-time face and object overlays, AR Quick Look, visionOS, and Vision Pro → AI on mobile, on-device and cloud - object detection, face and emotion recognition, speech-to-text → AI language interpretation - voice-to-voice translation, live multilingual captions, interpreter routing → Live commerce - in-app live shopping, product overlays, in-stream checkout, output to Facebook and Instagram → Enterprise UCaaS - secure WebRTC video and voice, AI phone agents, CRM and ERP-integrated dial plans 𝗦𝗽𝗲𝗰-𝗙𝗶𝗿𝘀𝘁 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 I work spec-first, not vibe-first. Spec and architecture come before any code. Then I drive AI agents against strict guardrails to produce production-grade output. The hard real-time work I handle or verify myself: WebRTC pipelines, sub-second video latency, and on-device ML. You get AI speed with senior-engineer stability. 𝗛𝗼𝘄 𝗜 𝗗𝗲𝗹𝗶𝘃𝗲𝗿 30-min discovery → spec, architecture, and a ±10% estimate → AI dev environment with guardrails → MVP with CI/CD and a 2-week demo cadence. App Store and Play Store submission included. 𝗛𝗼𝘄 𝗬𝗼𝘂 𝗖𝗮𝗻 𝗪𝗼𝗿𝗸 𝗪𝗶𝘁𝗵 𝗠𝗲 → New app from scratch - iOS, Android, Smart TV, or cross-platform → Senior lead on hard modules - video, AI, WebRTC, streaming → Rescue and modernize - fix unstable apps, refactor messy codebases, ship to production 𝗧𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝗶𝗲𝘀 𝗜 𝗨𝘀𝗲 𝗗𝗮𝗶𝗹𝘆 → Mobile: Swift, SwiftUI, UIKit, React Native, Flutter, Combine, Alamofire, Kotlin, Jetpack Compose → Video and streaming: AVFoundation, ReplayKit, ExoPlayer, ARKit, SceneKit, Metal, CameraX, WebRTC, FFmpeg, Wowza, LiveKit, HLS/DASH, RTMP, DRM → AI and ML: Core ML, TensorFlow Lite, PyTorch, YOLOv8, CLIP, OpenCV, OpenAI API, Whisper, Deepgram → Backend and infra: Node.js, NestJS, Python (FastAPI), Go, PostgreSQL, MongoDB, Redis, AWS, GCP, Docker, Kubernetes → Payments and auth: Stripe, RevenueCat, PayPal, Firebase, OTP authentication → Quality and security: TestFlight, Crashlytics, Sentry, AES-256, GDPR, HIPAA 𝗪𝗵𝘆 𝗙𝗼𝗿𝗮 𝗦𝗼𝗳𝘁 The team behind me: 100% JSS · 914 jobs · $10M+ earned · 401K+ hours · 625+ projects since 2005 · 400+ clients across 17+ countries · Top WebRTC Developer 2022 and Top Telecom Developer 2024 · 1 of 400 devs passes our internal selection. 𝗖𝗹𝗶𝗲𝗻𝘁 𝗙𝗲𝗲𝗱𝗯𝗮𝗰𝗸 "We've been working together for 10 years and continue. Fora Soft planned and built our entire Wowza-based video surveillance SaaS from scratch across web, iOS and Android." — Dustin, CTO @ VALT (50,000 users, 770 orgs, 2,500 IP cameras) ⚠️ Press Invite or message me - I'll send back a PRD, architecture, and an estimate.

𝐈 𝐨𝐟𝐟𝐞𝐫 𝐚 𝟓-𝐃𝐚𝐲 𝐫𝐢𝐬𝐤-𝐟𝐫𝐞𝐞 𝐭𝐫𝐢𝐚𝐥: 𝐈 𝐬𝐭𝐚𝐫𝐭 𝐛𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐲𝐨𝐮𝐫 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧 𝐰𝐢𝐭𝐡 𝐲𝐨𝐮𝐫 𝐝𝐚𝐭𝐚 and 𝐲𝐨𝐮 𝐜𝐨𝐧𝐭𝐢𝐧𝐮𝐞 𝐨𝐧𝐥𝐲 𝐢𝐟 𝐲𝐨𝐮 𝐬𝐞𝐞 𝐭𝐡𝐞 𝐫𝐞𝐬𝐮𝐥𝐭𝐬. I'm a Machine Learning Engineer and former Aerospace Engineer, founder of Gless AI – a Toronto-based AI agency. I specialize in RAG, Large Language Models, Chatbots, and AI agents. 𝐖𝐡𝐚𝐭 𝐈 𝐜𝐚𝐧 𝐛𝐮𝐢𝐥𝐝 𝐟𝐨𝐫 𝐲𝐨𝐮: - AI agents that automate multi-step workflows (sales ops, support, internal tools) - Chatbots that handle real customer conversations - not just FAQs - RAG systems that turn messy documents into accurate, reliable answers - AI pipelines that process text, images, audio, and documents into structured outputs - End-to-end LLM integrations into your existing systems (CRM, ERP, APIs) 𝐓𝐞𝐜𝐡 𝐬𝐭𝐚𝐜𝐤 (𝐩𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧-𝐫𝐞𝐚𝐝𝐲): - AI Agents & Workflows: LangGraph, MCP, Agentic RAG, OpenClaw, n8n - LLMs: OpenAI (GPT-4/5), Claude, Gemini, Mistral, Llama, Qwen - RAG & Vector DBs: Qdrant, Milvus, FAISS, hybrid search, GraphRAG, Pinecone 𝐃𝐚𝐭𝐚 𝐏𝐫𝐢𝐯𝐚𝐜𝐲 & 𝐎𝐰𝐧𝐞𝐫𝐬𝐡𝐢𝐩: - On-premise deployment available – your data never leaves your infrastructure - Full source code handoff – no vendor lock-in, no monthly fees - Open-source models (LLaMA, Mistral, Qwen) deployable on your own servers for regulated industries I’m transparent about scope, timelines, and feasibility. I don’t promise unrealistic “build ChatGPT in a week” projects - I deliver working systems that actually solve the problem. 𝐖𝐡𝐲 𝐢𝐭 𝐰𝐨𝐫𝐤𝐬: · I'm straightforward – if your problem can be solved simply, I'll tell you that instead of overselling · I move fast – most clients see a working prototype within 2 days · You own everything – full source code, no subscriptions, no lock-in · I've built and sold a business myself, so I treat your budget like mine Happy to chat about your project and just have a general conversation about whether AI will replace us. :)

⬜️ Built 50+ AI-powered products from idea to production using Python, machine learning, and LLMs ⬜️ Python AI Developer building products generating $3M+ in revenue through AI automation, analytics ⬜️ Open AI Chatbot developer working with trusted SaaS clients, automating operations, support, and data workflows I help startups and SaaS teams build AI products, automation systems, and scalable platforms using Python, machine learning, and modern web technologies. As a full stack developer, backend developer, and react developer, I work on products that combine AI integrations, web scraping, data pipelines, and production-ready backend systems. I’ve built platforms for automation, analytics, SaaS operations, AI assistants, and gps app systems with real business use cases. What Python AI Developer specialize in AI Agents & Chatbot Development ✔️ AI chatbot development using OpenAI, GPT, and custom LLM workflows ✔️ Multi-agent systems for support, analytics, and internal automation ✔️ Chatbot developer for SaaS platforms and internal tools ✔️ AI assistants connected to APIs, CRM, HubSpot, and databases ✔️ Automation replacing manual workflows using python developer backend logic I work as a Python Вeveloper, ai chatbot developer, ai backend developer, and data scientist building production AI tools. Machine Learning | AI Data Annotation Systems ✔️ Machine learning pipelines and model-driven features ✔️ Data scientist workflows for analytics and automation ✔️ Data analyst pipelines for structured processing ✔️ Computer vision integrations and AI image generation ✔️ Deep learning features for classification and prediction ✔️ Natural language processing systems for AI assistants and search ✔️ Machine learning consultant support for AI startups and SaaS products Python AI Developer includes applied AI, ai machine learning systems, data scientist workflows, and backend python developer implementation. RAG Systems | AI ML Python ✔️ Vector search with embeddings and semantic retrieval ✔️ Private knowledge chatbots and internal search tools ✔️ Document ingestion and indexing pipelines ✔️ GPT-based assistants using OpenAI API and open ai api I build RAG systems as python developer, machine learning developer, and AI chatbot developer for real products. AI Product Development ✔️ AI-powered SaaS platforms and web developer integrations ✔️ Chatbot development for web and internal dashboards ✔️ Data-driven automation systems ✔️ AI analytics using google analytics, similarweb, and API data ✔️ Intelligent backend services and Python AI Developer ✔️ GPS app and gps tracking platforms with real-time location logic ✔️ Technical writer support for AI documentation and internal systems I work with full AI stack combining machine learning, data scientist workflows, backend developer systems, and web developer integrations. Tech Stack ✔️ Python, FastAPI, Django, ✔️ React developer workflows using React and frontend systems ✔️ Machine learning, deep learning, data science ✔️ OpenAI, GPT, LLM integrations ✔️ Vector databases and RAG pipelines ✔️ PostgreSQL, Redis ✔️ APIs and api integration systems ✔️ Web scraping and data pipelines ✔️ Dagster orchestration pipelines ✔️ Trading ai python systems and crypto bot automation As a python developer and machine learning developer, I focus on backend architecture, AI automation, and data-driven systems. I’ve worked as data scientist and data analyst on projects involving computer vision, fractional cto, natural language processing, ai rag pipelines I focus on ai python developer backend systems, chatbot development, AI automation, and data-driven platforms. I don’t take projects focused only on wordpress developer work, PHP stacks, or marketing tasks, Swift and Flutter integrations for mobile products, php laravel, pinterest marketing, journalist,product manager, etsy marketing, deal closer, Laravel, PHP Laravel Have an AI project, chatbot idea, or machine learning system to build? Send an invite with a short description, and I’ll suggest the best approach.

🚀 I specialize in building intelligent systems and applications using Python, Machine Learning, and AI technologies. With a strong foundation in data science and AI, I help businesses leverage data-driven insights and automation to enhance their operations and decision-making processes. I have over 5 years of experience in developing machine learning models, AI-driven applications, and data analysis tools. My expertise includes designing and implementing scalable solutions that integrate seamlessly with existing systems Programming Languages: Python Machine Learning Libraries: TensorFlow, PyTorch, Scikit-learn Data Analysis: Pandas, NumPy, Matplotlib AI Technologies: Natural Language Processing (NLP), Computer Vision, Deep Learning Databases: MySQL, PostgreSQL, MongoDB Cloud Platforms: AWS, GCP, Azure DevOps: Docker, Kubernetes, CI/CD What I Build: Predictive models and analytics AI-driven chatbots and automation tools Custom machine learning solutions Data visualization dashboards Scalable AI applications I am committed to delivering high-quality, maintainable code and providing clear communication throughout the project lifecycle. Let's work together to transform your data into actionable insights and innovative solutions.

Most AI agents fall apart when they hit real business logic. Mine don't. As a Senior AI Developer and AI Engineer, I build autonomous systems that cut manual workflows by up to 85% — the kind your team will wonder how they ever lived without. 📩 Send your brief — I'll reply within 2 hours with a concrete action plan. 🏆 Why work with me? 🥇 Senior AI Developer and OpenAI developer with a track record of production-ready systems. 🥇 Expert AI Agent architect, agentic AI developer, and AI agent saas specialist delivering 10x ROI across SaaS, E-commerce, and Fintech. 🥇 Top-Rated AI Chatbot Developer — OpenAI developer, Bolt AI Developer, chatbot developer, and GPT-4 expert. 🥇 AI voice chatbot and AI voice assistant builder — AI voice VAPI, AI phone agent, and AI call agent systems that work 24/7. ❇️ Custom AI Agent & Autonomous Systems As a dedicated AI Developer, I build robust business logic — not wrappers. My AI Agent architecture relies on LangChain, LangGraph, and CrewAI. As an AI Developer with LangChain and Zapier expertise, I connect AI agent automation workflows to Slack, Shopify, and enterprise backends. Every AI Agent doubles as a 24/7 AI sales agent. As a Bolt AI Developer and AI web developer, I ship AI agent saas systems with front-end developer AI interfaces. As an OpenAI developer and generative AI agent specialist, the OpenAI API, GPT-4, and ChatGPT sit at the core of every AI Agent build. My AI agent python and AI agent n8n experience covers every layer of the automation stack. ❇️ AI Voice Chatbot, AI Phone Agent & AI Call Agent As an AI voice chatbot and AI voice assistant specialist, I build AI voice VAPI systems, AI phone agent flows, and AI call agent pipelines for sales, support, and AI agent real estate. My AI voice chatbot covers AI voice clone, AI voice chat, AI voice call, and WhatsApp AI chatbot channels. My AI agent real estate deployments use AI phone agent flows to qualify leads 24/7. ❇️ AI Chatbot Developer, LLM Engineering & AI Agent RAG As an AI Chatbot Developer, I build bots for WhatsApp, Telegram, and Web — GPT chatbot, OpenAI chatbot, and Telegram chatbot solutions. As a chatbot developer and AI bot developer, I integrate GPT-4, ChatGPT, and LLM backends. My AI agent rag and advanced RAG pipelines rely on Pinecone, Weaviate, and Milvus. As a Generative AI Developer, I handle LLM prompt engineering for OpenAI, Anthropic, and Llama. Medical documentation agent AI RAG is a specialist engagement for healthcare clients. ❇️ AI Agent for Sales, CRM & Digital Marketing Automation As an AI Agent architect and AI Backend Developer, I build AI sales agent and business development automation covering HubSpot marketing automation, Zoho marketing automation, digital marketing automation, YouTube automation, and social media marketing automation via API integration Python. My AI agent real estate and AI agent marketing work covers full-funnel automation pipelines. ❇️ Machine Learning, AI Deep Learning & Data Science As a machine learning expert, AI deep learning specialist, and data scientist, I build computer vision models using PyTorch and TensorFlow. My work covers Python data analysis, AI data analytics, Python web scraping, and AI classifier builds. As a Python full stack developer and AI app developer, I handle API integration Python, analytics engines, and AI model training. ❇️ AI SaaS, Full Stack AI & Enterprise As a Full Stack AI SaaS Developer, Bubble Developer AI, and iOS Developer AI, I build web application platforms and mobile AI. For Enterprises: multi-agent systems for 500k+ users and AI voice chatbot for enterprise sales. For Startups: AI Chatbot Developer and Python full stack developer shipping AI Agent and AI phone agent fast. For Deep Tech: AI deep learning, AI agent rag, and medical documentation agent AI RAG made actionable. Why should you hire me as an AI Developer? ▪ 7+ years as an AI Developer, Python developer, and machine learning expert across SaaS, Fintech, and Enterprise. ▪ $70K+ earned | 100% Job Success Score — production-ready AI systems, zero failed deployments. ▪ Expert in LangChain, LangGraph, CrewAI, OpenAI API, GPT-4, and Pinecone. ▪ 50+ AI agent and AI chatbot builds — from enterprise SaaS automation to AI agent real estate pipelines. ▪ 5+ production RAG systems and AI agent python pipelines cutting manual workflows by 85%. ▪ AI agent saas, AI phone agent, AI call agent, WhatsApp AI chatbot — cross-platform AI systems. ▪ AI developer, agentic AI developer, AI chatbot developer, AI voice assistant, AI agent RAG, generative AI agent, AI LLM developer ▪ Medical documentation agent AI RAG, digital marketing automation, HubSpot automation — full-funnel AI. ▪ AI deep learning, machine learning, and data scientist work powering every AI agent and AI SaaS build. ▪ AI Developer contracts with 100% Job Success. Looking for an expert AI Developer? Let us connect! Last Update: 13/07/2026

I am not just a developer, I am your consultant in your business growth and development. With a track record of collaborating with unicorn companies along with their development for IOS and Android, i bring a unique blend of technical expertise as a developer and strategic insight to the table. • Building computer vision applications using OpenCV, TensorFlow, PyTorch, and Keras • Building Face Recognition system using OpenCV, TensorFlow, and PyTorch. • Developing OCR systems using Tesseract, EasyOCR, and Google Cloud Vision • Extracting text and data from images, PDFs, invoices, receipts, and ID cards • Enhancing image and text quality using image processing, denoising, and super-resolution techniques • Implementing state-of-the-art computer vision models such as YOLO, Mask R-CNN, and U-Net • Creating interactive and user-friendly GUIs for computer vision and OCR applications • Integrating computer vision and OCR solutions with web and mobile applications My approach doesn't stop at delivering a functional app; we're committed to driving results. By leveraging our industry knowledge and leveraging the latest technologies Proficient in performance optimisations, Creating user friendly interfaces, Generating data visualisations using different chart libraries (Canvas Js, d3.js, visJs etc). implementing Google maps API, integrating firebase, implementing sockets in Nodejs, submitting apps to AppStore/Google Play Store. 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸: - 𝗣𝗿𝗼𝗴𝗿𝗮𝗺𝗺𝗶𝗻𝗴 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲𝘀: JS/TS, Python, PHP - 𝗖𝗵𝗮𝘁𝗯𝗼𝘁𝘀: Flowise, VoiceFlow, Botpress, DialogFlow, GPT3.5 / 4, Claude, Gemini AI - 𝗖𝗵𝗮𝘁𝗯𝗼𝘁 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻𝘀: Web, Telegram, Slack, Facebook Messenger, Instagram, WhatsApp, HubSpot - 𝗔𝗜: OpenAI API, Claude API, Gemini API, Vertex AI, Perplexity AI - 𝗔𝗜 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸𝘀: Langchain, LangFuse, LlamaIndex, H20 - 𝗦𝗽𝗲𝗲𝗰𝗵-𝘁𝗼-𝗧𝗲𝘅𝘁, 𝗧𝗲𝘅𝘁-𝘁𝗼-𝗦𝗽𝗲𝗲𝗰𝗵 & 𝗧𝗲𝘅𝘁-𝘁𝗼-𝗩𝗶𝗱𝗲𝗼: Assembly AI, Speechmatics, Google STT, Deepgram, Google TTS, Openai TTS, Elevenlabs, PlayHT, Sora - 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴: BigQueryML - 𝗡𝗟𝗣: NLTK, SpaCy, Google Natural Language API - 𝗖𝗿𝗮𝘄𝗹𝗶𝗻𝗴: Cheerio, Puppeteer, Scrapy, Playwright, Beautiful Soup, LXML - 𝗗𝗮𝘁𝗮𝗯𝗮𝘀𝗲: Firestore, Supabase, Pinecone, Chroma DB, MYSQL, Postgres, MongoDB, BigQuery, Qdrant - 𝗪𝗲𝗯: Vue JS, Quasar, React, Webflow, WordPress, ClickFunnels - 𝗥𝗶𝗰𝗵-𝗧𝗲𝘅𝘁-𝗘𝗱𝗶𝘁𝗼𝗿𝘀: TipTap, ProseMirror - 𝗗𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁: GCP, Docker, Vercel, Heroku - 𝗜𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲: CI/CD, Cloud Hosting, Microservices - 𝗣𝗮𝘆𝗺𝗲𝗻𝘁 𝗚𝗮𝘁𝗲𝘄𝗮𝘆𝘀: Stripe, PayPal - 𝗢𝘁𝗵𝗲𝗿𝘀: Firebase, GCP, Clean Architecture, Yarn workspaces, Turborepo, Git, GitHub Actions, Semantic search

Last month one of my automations processed an invoice 𝙞𝙣 30 𝙨𝙚𝙘𝙤𝙣𝙙𝙨 𝙩𝙝𝙖𝙩 𝙪𝙨𝙚𝙙 𝙩𝙤 𝙩𝙖𝙠𝙚 𝙖 𝙥𝙚𝙧𝙨𝙤𝙣 15 𝙢𝙞𝙣𝙪𝙩𝙚𝙨. Another one writes custom client proposals 𝙞𝙣 𝙪𝙣𝙙𝙚𝙧 2 𝙢𝙞𝙣𝙪𝙩𝙚𝙨 𝙩𝙝𝙖𝙩 𝙪𝙨𝙚𝙙 𝙩𝙤 𝙩𝙖𝙠𝙚 𝙖 𝙩𝙚𝙖𝙢 3 𝙝𝙤𝙪𝙧𝙨. 𝙏𝙝𝙖𝙩’𝙨 𝙩𝙝𝙚 𝙟𝙤𝙗: I build AI systems that give you your hours back. 𝙈𝙮 𝙩𝙤𝙤𝙡𝙨 𝙖𝙧𝙚 n8n, Make, Zapier, Python, LangGraph, OpenAI, Claude, Pinecone, and API integrations. My rule is simple: everything I build has to survive production, because that is where most AI automation quietly dies. What that looks like in practice: 𝙄𝙣𝙫𝙤𝙞𝙘𝙚 𝙥𝙧𝙤𝙘𝙚𝙨𝙨𝙞𝙣𝙜, accounting workflow. Email arrives in Outlook, Claude extracts the data, entry lands in QuickBooks, and the document files itself in Dropbox. 85% of invoices never touch a human. The other 15% get flagged for review on purpose, because an automation that never asks for help is one that hides its mistakes. 𝙋𝙧𝙤𝙥𝙤𝙨𝙖𝙡 𝙜𝙚𝙣𝙚𝙧𝙖𝙩𝙞𝙤𝙣, retreat planning business. RAG over their full knowledge base with Pinecone, Claude drafts the proposal, and 14 Google Docs templates assemble the final output. 3 hours of work became 2 minutes. The owner got her evenings back. 𝘾𝙤𝙢𝙥𝙡𝙚𝙭 𝙪𝙩𝙞𝙡𝙞𝙩𝙮 𝙗𝙞𝙡𝙡 𝙥𝙧𝙤𝙘𝙚𝙨𝙨𝙞𝙣𝙜 𝙖𝙩 𝙨𝙘𝙖𝙡𝙚. Built a 10-agent LangGraph pipeline on Azure for high-volume document processing. A cheaper model handles the routine 90%, a stronger model handles edge cases, validation agents check totals and missing fields, and dead-letter queues keep one bad bill from killing the whole run. The result: stable processing, controlled AI costs, and a system that scales without needing a person to watch every batch. 𝘼𝙄 𝙘𝙖𝙡𝙡𝙞𝙣𝙜 𝙖𝙜𝙚𝙣𝙩, healthcare screening workflow. Built an AI phone agent that calls patients, asks intake questions, collects structured answers, handles follow-up logic, and routes edge cases to a human. The goal was not just “voice AI,” but a reliable workflow: clean call flow, safe handoff, transcript capture, CRM/update logic, and human review when needed. 𝙍𝙚𝙨𝙘𝙪𝙚 𝙟𝙤𝙗. A marketing agency’s Zapier pipeline kept timing out on long AI generation steps. I rebuilt it on Make and n8n: posts, image prompts, brand-consistent images, and automated publishing. Their team stopped babysitting it the same week. And when an official integration breaks, I fix it at the API level. n8n’s Xero node died for newer apps this year. I shipped the OAuth2 workaround while everyone else was waiting for a patch. Before I automate anything, I map your actual process. Automating a broken process just makes mistakes faster, and I’d rather tell you that on day one than bill you for it. Best fit: 𝙖𝙘𝙘𝙤𝙪𝙣𝙩𝙞𝙣𝙜 𝙖𝙣𝙙 𝙥𝙧𝙤𝙛𝙚𝙨𝙨𝙞𝙤𝙣𝙖𝙡 𝙨𝙚𝙧𝙫𝙞𝙘𝙚𝙨 𝙬𝙤𝙧𝙠𝙛𝙡𝙤𝙬𝙨, 𝙖𝙜𝙚𝙣𝙘𝙮 𝙤𝙥𝙚𝙧𝙖𝙩𝙞𝙤𝙣𝙨, 𝙖𝙞 𝙘𝙖𝙡𝙡𝙞𝙣𝙜 𝙖𝙜𝙚𝙣𝙩𝙨, 𝙖𝙣𝙙 𝙙𝙖𝙩𝙖-𝙝𝙚𝙖𝙫𝙮 𝙗𝙖𝙘𝙠 𝙤𝙛𝙛𝙞𝙘𝙚 𝙥𝙧𝙤𝙘𝙚𝙨𝙨𝙚𝙨. Tell me which task is eating your team alive and what tools you run. I’ll give you a straight answer on whether it’s worth automating, what it costs, and what it saves. Keywords: AI Automation · LangChain · n8n · Make .com · Zapier · OpenAI API · Claude API · Chatbot Development · RAG Systems · LlamaIndex · Pinecone · FastAPI · Python · API Integration · AI Agent Development · LLM Integration · Workflow Automation · Vector Databases · GPT-4 · Business Process Automation