Struggling with building powerful AI systems that actually deliver business results? I specialize in turning complex Machine Learning (ML), Deep Learning (DL), and Large Language Models (LLMs) into simple, scalable, business-focused solutions. As a Top Rated AI Developer with 40+ successful projects, I help businesses: Predict outcomes and optimize operations with custom ML models Deploy real-world AI solutions — not just theoretical prototypes Build AI-powered chatbots, automation systems, and smart assistants Save time, increase revenue, and stay ahead of competitors through intelligent automation What I Offer: ✅ End-to-End Machine Learning Solutions (preprocessing to deployment) ✅ Advanced Deep Learning Systems (CNNs, GANs, Transformers) ✅ NLP Solutions (chatbots, text analysis, language modeling) ✅ LLM Integration (GPT-4, Claude, Llama2, Gemini, Falcon 7B) ✅ Automation & Workflow Orchestration (Make.com, N8N, LangChain, CrewAI) ✅ AI-Powered Computer Vision (YOLOv8, SAM, EfficientNet, Unet, MediaPipe) ✅ Real-Time ML Deployments (Flask, Django, AWS, GCP) ✅ IoT & Edge AI Solutions (Jetson Nano, Raspberry Pi, Arduino) ✅ Scalable AI Infrastructure on Cloud Why Work With Me? Clear and Responsive Communication Cutting-edge AI Techniques for Maximum Accuracy Timely Project Delivery & Full Testing/Validation Business-Centric Solutions, Not Just Code Tech Stack: Python | TensorFlow | PyTorch | Hugging Face | OpenCV | Flask | Django | AWS | Make.com | N8N | PostgreSQL | Pinecone | Faiss | Chroma | Qdrant Ready to transform your data into business intelligence or automate your workflows? Let’s connect and turn your AI vision into reality. Message me today!

I am an AI Researcher with numerous publications including IEEE TNNLS, MICCAI, CBMS, etc. I also have a YouTube channel named "Idiot Developer", where I upload videos related to deep learning. I also write blog posts on my website idiotdeveloper.com. ✅ Projects: 1. Human Face Landmark Detection - using pre-trained MobileNetv2 2. Multiclass Face Segmentation - using UNET. 3. Dog Breed Classification - using pre-trained ResNet50 4. Human Parsing using Crowd Instance-level Human Parsing (CHIP) dataset 5. Brain Tumor Segmentation 6. GAN to generate Anime 7. Retina Blood Vessels 8. Background Removal from Human Images and Videos 9. Implemented various segmentation architectures: U-Net, ResU-Net, DeepLabV3+, DoubleUNet, U2-Net and more. 10. Lung Segmentation 11 Autoencoders

🔝 8+ years of commercial experience in Software & AI development 💡 Ex-VC-backed startup contributor (×2) 🏅 Top Rated 💼 30+ successfully delivered projects across FinTech, EdTech, Health, AI & SaaS As an AI Developer and two-time VC-backed startup contributor, I've spent 8+ years turning complex ideas into products that actually make it to market with RAG pipelines, LLM fine-tuning, AI agents, voice agents, and full-stack SaaS platforms built with LangChain, LlamaIndex, CrewAI, Deepgram, and Pinecone. My niche? Taking the messy, ambitious stuff from the "we want an AI that does X" conversations and shipping it as lean, scalable systems. Things like CharlieAI (automated sales agents), TrySetter (AI appointment setter), and Bookkeepa (AI financial management). Save time, make smarter decisions, grow faster. That's what good AI tooling does and it's what I build. ------------------------- 𝗠𝘆 𝗘𝘅𝗽𝗲𝗿𝘁𝗶𝘀𝗲 𝗦𝗽𝗮𝗻𝘀 ------------------------- ⚫ 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀 & 𝗩𝗼𝗶𝗰𝗲 𝗔𝗴𝗲𝗻𝘁𝘀 - CrewAI, AutoGen, Deepgram, Amazon Polly ⚫ 𝗥𝗔𝗚 𝗣𝗶𝗽𝗲𝗹𝗶𝗻𝗲𝘀 & 𝗟𝗟𝗠 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 - LangChain, LlamaIndex, Pinecone, FAISS, Qdrant, ChromaDB ⚫ 𝗟𝗟𝗠 𝗙𝗶𝗻𝗲-𝘁𝘂𝗻𝗶𝗻𝗴 - LoRA, QLoRA, PEFT, LLaMA 3, Mistral 7B ⚫ 𝗔𝗜 𝗖𝗵𝗮𝘁𝗯𝗼𝘁 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 - GPT-4o, AWS Bedrock, Anthropic, Ollama ⚫ 𝗩𝗼𝗶𝗰𝗲 𝗖𝗵𝗮𝘁𝗯𝗼𝘁𝘀 & 𝗔𝗜 𝗖𝗮𝗹𝗹𝗶𝗻𝗴 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 - Vapi, Retell AI, ElevenLabs, Whisper ⚫ 𝗪𝗼𝗿𝗸𝗳𝗹𝗼𝘄 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 - n8n, Make, LangFlow, Flowise AI ⚫ 𝗦𝗰𝗮𝗹𝗮𝗯𝗹𝗲 𝗦𝗮𝗮𝗦 & 𝗠𝗩𝗣 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 - Python, FastAPI, Django, Next.js ⚫ 𝗟𝗟𝗠 𝗗𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁 - AWS SageMaker, RunPod, vLLM, TGI, Docker ----------------------------- 💼 Why Work With Me? ----------------------------- I don’t just write code, I create AI-driven applications that solve real business problems. As a Python Developer with strong ML skills, I bring a product-focused approach backed by technical depth. ✅ Cutting-edge Expertise: I leverage the latest AI models and tools, prioritizing accuracy and processing speed. ✅ Strong Communication: I provide prompt responsiveness and transparency throughout the project. ✅ Timely Delivery: I ensure that all projects are completed and delivered on time. ✅ Rigorous Testing and Deployment: Each model undergoes thorough testing to ensure flawless deployment. --------------------- Technical Skills: --------------------- ✅ Generative AI (e.g., Stable Diffusion, DALL-E, VLLMs, Runway Gen-2, SORA, MidJourney, and Muse) ✅ Chatbot Development (GPT4o, GPT4.5, DeepSeek, Grok, LIAMA3, Anthropic, LangChain, etc) ✅ Chatbot Training(RAG, RL, Agents) ✅ Optical Character Recognition (OCR) ✅ Image-to-Image Translation, Image Generation, Text-to-Image Generation, Image Super-Resolution ✅ 3D Rendering and Augmented Reality (AR) ✅ 3D Image Reconstruction ✅ Speech-to-Text (STT), Text-to-Speech (TTS), and Voice Cloning (Whisper, Deepgram, Elevenlabs) ✅ Face Verification ✅ Full-stack Development ( ) ✅ Database Design and Optimization (SQL and NoSQL databases such as MySQL, PostgreSQL, and MongoDB) ✅ Web Scraping: Scrapy, Rotation Proxy, Selenium, Beautifulsoup ✅ Data Science: Python, Java, R, C/C++, NLP/NLG, AIGC, GPT-3, ChatGPT, HuggingFace, ML Predictive Modeling, Reinforcement Learning, Knowledge Graph Neo4j, Recommendation Engine, Deep Learning, Computer Vision, OCR, GAN, Stable Diffusion, Signal Processing, Voice Clone, Chatbot, Price Optimization, Time Series Analysis/Forecasting, Crypto, Solidity, Tokenomics etc. ---------------------------- 🛠️ Tools/Frameworks ---------------------------- ✅ Langchain, LangServe, LangSmith, llamandex, Heystack, HuggingFace, Transformers ✅ VectorDB: Chromadb, FAISS, PineCone, Qdrant, opensearch, Azure Cosmosdb, Milvus ✅ Flowise AI, LangFlow, StackAI ✅ GCP Vertex AI, Google Colab, AWS Sagemaker, Azure ML studio, Runpod, Vast AI Let’s build intelligent products that stand out. I’m currently working on AI-based appointment systems, chatbot platforms, AI Agents, ML pipelines, OpenAI-powered apps, and custom SaaS tools with AI at the core. I move fast, communicate clearly, and don't over-engineer. Most clients know within the first conversation whether we're a fit - let's have that conversation. Saleem AI Agents, Voice Agent, RAG Pipeline, LangChain, LlamaIndex, LLM Fine-tuning, CrewAI, AutoGen, Deepgram, AWS Bedrock, OpenAI API, GPT-4o, Amazon Polly, Pinecone, FAISS, Qdrant, ChromaDB, HuggingFace, LLaMA 3, Mistral 7B, LoRA, QLoRA, PEFT, vLLM, Prompt Engineering, AI Chatbot Development, n8n Automation, Flowise AI, LangFlow, Vapi, Retell AI, ElevenLabs, Whisper, AWS SageMaker, RunPod, FastAPI, Python, Django, Docker, LangGraph, Multi-Agent Systems, Generative AI, Natural Language Processing, Retrieval-Augmented Generation, AI SaaS Development, AI Automation, Full Stack AI Developer, Computer Vision, Speech-to-Text, Text-to-Speech, Artificial Intelligence, Machine Learning, Deep Learning, Data Science

33+ Successful Projects • 100% Job Success Top Rated 🎯 Computer Vision — YOLOv8/11, Faster R-CNN, U-Net, DeepLabV3+ 📍 Multi-Object Tracking — SORT, DeepSORT, ByteTrack 💬 LLM Applications — RAG, LangChain, Hugging Face, LoRA/QLoRA ⚡ Real-Time AI Deployment — OpenCV, PyTorch, TensorFlow 📈 Scalable Search — FAISS, vector DBs for face & document retrieval 🤖 LLM-Powered Telegram Bots — intelligent assistants & automation Why Work With Me 🟢 25+ successful projects with 100% Job Success (Top Rated) 🟢 Up to 90% automation through AI & workflow optimization 🟢 Scalable, production-grade systems (millions of records, real-time pipelines) 🟢 True end-to-end delivery — strategy → data → model → deployment 🟢 On-time delivery with measurable business impact 🟢 Clear, reliable communication throughout the project 📩 Message me for a free consultation — I’ll help you outline the best technical approach for your project.

🚀 SENIOR FULL-STACK AUTOMATION ENGINEER — AI · CRM/ERP · DevOps I build production AI agents, automation workflows, and end-to-end integrations as ONE technical partner — instead of clients juggling 3-4 specialists who blame each other when systems break. Trusted across 20+ verticals since 2019. 📊 TRACK RECORD (6+ years on Upwork) ✅ $1M+ earnings · 462 projects ($2K → $500K range) · 16,635 hours logged ✅ 100% Job Success Score · Top Rated Plus ✅ 5,000+ workflows deployed · $5M+ saved · 100K+ hours of manual work eliminated ✅ AI agents in production handling 10,000+ calls/month ✅ Certified partners: Monday, Make, Vapi, Retell AI, Palantir Foundry ✅ Supported by Retailbox team (15K+ combined hours) for surge capacity ✅ Average response under 4 hours · US East Coast (West Palm Beach, FL) ✅ Available 10-30 hrs/week or full-time burst engagements 🏆 RECENT WINS (anonymized) • AI Copilot for $500M+ investment portal — Salesforce + SharePoint + RAG, 4-month build • Multi-tenant AI SaaS for elder care lead intelligence — scraping + AI scoring + dashboard • Healthcare wound care platform — HIPAA-compliant, mobile + EMR + AI transcription • Estate Planning AI Copilot — Claude + custom legal workflows for law firm • B2B Outbound System — Apollo + Clay + Smartlead + AI personalization, 1,000+ leads/week • ERP transformation — QuickBooks → Tryton migration, custom Python pipeline • AI Acquisition Engine — Multi-source enrichment + LLM scoring for B2B sales team 🌐 INDUSTRIES Home Services & Trades (HVAC · Plumbing · Electrical · Roofing · Solar · Pool · Painting) · Healthcare & Medical (Clinics · Pharmacy · Health Insurance · EMR · HIPAA) · Financial Services (Mortgage · Insurance · Investment · Crypto · Payments) · Manufacturing (Cabinet · Furniture · Steel · Civil Engineering) · Real Estate & Property · Marketing & Sales Agencies (GHL · HubSpot) · Construction & Contractors · Legal & Compliance · Retail & E-commerce (Shopify · Amazon · WooCommerce) · SaaS & Tech Startups · Telecom · Trucking · and more. 🤖 WHAT I DELIVER AI Engineering • Custom AI agents (Claude, GPT, Gemini) with tool calling • MCP server development for enterprise systems • RAG with vector databases (Pinecone, Weaviate, Qdrant, pgvector) • LangChain, LangGraph, CrewAI orchestration • I use Claude Code, Cursor, Codex daily — ship 5× faster Workflow Automation • n8n, Zapier, Make, Windmill, Power Automate • Custom Python/Node replacing fragile no-code chains • ETL pipelines (CRM ↔ data warehouse, AI training data, ERP migrations) • Event-driven systems, drip campaigns, scheduled reports CRM/ERP Integration & Architecture • HubSpot, Salesforce, Zoho, Monday, Pipedrive, Dynamics 365, GHL, Close CRM • NetSuite, Odoo, QuickBooks, Xero, Stripe • Field service — ServiceTitan, Jobber, Housecall Pro • Healthcare — eClinicalWorks, FHIR, HL7 • Multi-system architectures (5+ platforms unified) Full-Stack Development • React, Next.js, Node.js, Python, FastAPI, Django • Mobile — React Native, native iOS/Android • AI dashboards, admin panels, internal tools • PostgreSQL, MongoDB, Redis DevOps & Cloud • AWS, GCP, Azure · Docker, Kubernetes, CI/CD • Production monitoring, observability, security • HIPAA / SOC2 / PCI-aware integrations Voice AI — Vapi, Retell AI, Bland AI, Twilio (when use case fits) 🎯 COMMON ASKS • Claude/GPT integration into your app or CRM • AI SDR that books meetings (Apollo + Clay + Smartlead + Claude) • RAG chatbot trained on your company data • CRM automation with AI lead scoring (HubSpot/SF/Zoho/GHL) • Field service workflow (ServiceTitan/Jobber + AI) • Internal AI dashboard for ops team (Retool/custom) • Migrate Zapier/Make spaghetti to maintainable code • AI-powered mobile MVP (React Native + Claude) • Voice AI receptionist (Vapi or Retell + CRM sync) • ETL pipeline (QuickBooks/NetSuite ↔ data warehouse) • Custom MCP server for your team's Claude 🎯 IDEAL FIT I serve all sizes: • SMB ($1K-$10K) — small but specific automation that pays back fast • Mid-market ($10K-$100K) — multi-month engagements, multi-system builds • Enterprise ($100K-$500K+) — strategic platform builds, AI-native systems Engagement models: • $2K-$15K fixed scope (1-6 weeks) • $50K+ for AI/full-stack platform builds • $95-125/hr fractional (10-30 hrs/week, weekly Slack sprints) • Long-term Tech Support retainers 💼 HOW I WORK Week 1 — discovery + architecture · Week 2-N — weekly build sprints with daily Slack · Final week — production deploy with docs, tests, handoff. You own the code (zero agency lock-in). Available for ongoing maintenance OR clean handoff to your in-house team. 💬 NEXT STEP Send a 2-3 sentence brief: what you're building, your current stack, and the specific problem you want solved. Loom walkthroughs, existing repos, and architecture diagrams welcome.

🏆 🔝𝐓𝐨𝐩 𝐑𝐚𝐭𝐞𝐝 on UPWORK😊 👋 Hi, I'm Aman. I help businesses automate repetitive work, reduce manual effort, and build scalable AI-powered systems using Python, AI Agents, OpenAI, Claude, n8n, OCR, and workflow automation. With 5,700+ hours of professional experience, I have built AI assistants, automation workflows, document processing systems, data extraction pipelines, API integrations, and custom business automation solutions for startups, agencies, and enterprise clients. 🏆 Top Rated Freelancer ✅ 100% Job Success ✅ Production-Ready Solutions ✅ Fast Communication ✅ Long-Term Support 💡 What I Can Help You With 🤖 AI Agents & Autonomous Workflows ⚡ n8n Automation 🧠 OpenAI, Claude & Gemini Integrations 📄 OCR & Document Processing Systems 🔍 Web Scraping & Data Extraction 📊 Lead Generation Automation 📚 RAG (Retrieval Augmented Generation) 💬 AI Chatbots & Virtual Assistants 🔗 API Development & Integrations 🐍 Python Automation Scripts 📈 Data Processing Pipelines ☁️ Cloud-Based AI Solutions 🛠 Technologies I Work With Python n8n OpenAI Claude Gemini LangChain CrewAI AutoGen Pinecone ChromaDB FAISS PostgreSQL Supabase Docker FastAPI Flask Selenium Playwright BeautifulSoup OCR Tesseract AWS 💼 Recent Project Experience ✔ AI Agents with memory and tool calling ✔ OCR systems for invoices, receipts, and documents ✔ Large-scale data extraction and scraping pipelines ✔ OpenAI and Claude-powered business assistants ✔ Workflow automation using n8n and custom APIs ✔ RAG applications connected to private business knowledge bases ✔ AI-powered document analysis systems My focus is simple: Build reliable AI systems that save time, automate operations, and deliver measurable business results. 📩 Let's build something valuable together.

AI/ML Engineer | NLP, LLM, Chatbot, Computer Vision, Automation System Specialist, RAG, n8n 𝐀𝐈 & 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐒𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬 ➔ 𝐃𝐞𝐥𝐢𝐯𝐞𝐫𝐞𝐝 𝐨𝐧 𝐓𝐢𝐦𝐞, 𝐨𝐫 𝐘𝐨𝐮𝐫 𝐌𝐨𝐧𝐞𝐲 𝐁𝐚𝐜𝐤! Your AI project should deliver production-ready outcomes within 90 days, not just prototypes. I build systems that generate real ROI by combining AI agents, LLMs, automation pipelines, and scalable full-stack architectures. Over the last 10 years, I’ve helped 25+ companies, from startups to Fortune 500s, launch intelligent platforms that: ✅ Automate workflows end-to-end ✅ Save $200K+/year via clinical AI assistants ✅ Process legal contracts 10x faster with 98%+ accuracy ✅ Boost e-commerce conversions by 45% with AI-driven personalization 🔹 What I Build - LLM Apps: RAG pipelines, multi-agent workflows, fine-tuned GPT models - AI SaaS Platforms: From MVP to scalable, production-ready systems - Full-Stack Apps: React, Next.js, Node.js, FastAPI, MongoDB, PostgreSQL - AI Automation: n8n, Zapier, Make.com integrations for CRMs, ERPs, SaaS tools - ML Solutions: NLP, computer vision, classification, embeddings 🔹 Tech Foundation - AI/ML: Python, LangChain, Hugging Face, PyTorch, TensorFlow, OpenAI, Claude - Cloud & DevOps: AWS, GCP, Docker, Kubernetes, CI/CD, Render, Vercel - Frontend: React.js, Vue.js, Next.js, Tailwind, TypeScript - Backend: Node.js, Express.js, FastAPI, Django - Automation: n8n, Make, Zapier, CRM/ERP integrations - Databases: MongoDB, PostgreSQL, Redis, Firebase, Supabase 🔹 Featured Projects - Claude.ai – LLM-powered assistant for document and task automation - Chopcast.io – AI-driven video content repurposing using NLP + OpenAI - Facia.ai – 3D liveness detection system using real-time CV models - ShuftiPro.com – AI identity verification platform with OCR + ML - Kommunicate.io – Conversational AI & automation for enterprise CX 🔹 Why Clients Work With Me - Clean, scalable, future-proof architectures - Rapid MVP delivery & fast iteration cycles - Clear milestones, transparent collaboration - Deep AI + full-stack integration for SaaS products - Strategic focus on long-term business impact Ready to turn your AI concept into a real, working product? 📩 Message me to discuss your roadmap and launch goals. AI automation, workflow automation, Make.com, Integromat, N8N, Zapier, intelligent agents, Dolibarr CRM, CRM integrations, custom CRM workflows, ERP integrations, enterprise automation, AI platforms, SaaS development, predictive analytics, machine learning, generative AI, prompt engineering, API development, webhooks, Python, JavaScript, Node.js, React, PHP, Laravel, low-code, no-code, Power Platform, Copilot Studio, Azure AI Foundry, automation pipelines, AI workflow design, productivity tools, developer analytics, full-stack SaaS automation, data insights, dashboards, lead-generation systems, scalable enterprise AI solutions.

I build production-ready AI automation systems that don’t just demo well, they run reliably in your business, pass audits, and cut costs. With 8+ years in Python development and a proven track record of delivering high quality output, I specialize in AI-first workflows that integrate directly with your existing SaaS tools, databases, and APIs. I bridge the gap between powerful new models like GPT-5, Perplexity, Claude.ai, Gemini etc and the operational demands of real-world businesses. ✅ WHAT I DELIVER: ⭐ Custom GPT Agents & RPA - task-oriented agents with multi-tool workflows, browser automation, and cost control. ⭐ Vertical SaaS Integrations - Shopify, Tekmetric, HubSpot, Google Workspace, Make.com, n8n, Zapier replacement pipelines. ⭐ RAG-based Knowledge Systems - secure vector DB (Pinecone, PGVector) search over private docs with audit logs. ⭐ Full-Stack AI Applications - FastAPI/Flask/Django/NodeJs REST API backends, React/Tailwind frontends, Dockerized & cloud-deployed. ⭐ Data Automation & Reporting - scraping, cleansing, transformation, and live dashboards with eval monitoring. ✅ HOW I WORK: ⭐ Production mindset: acceptance tests, observability (tracing, logs, cost dashboards), prompt versioning. ⭐ Security & compliance: API key vaulting, PII masking, data-residency controls. ⭐ Cost engineering: caching, smart model fallback, batch operations to reduce spend. ⭐ Ongoing improvement: retainers for prompt/tool refinement and rapid iteration. ✅ TECH STACK: Python • FastAPI • Flask • Django REST • Playwright • LangGraph • Redis • PostgreSQL • MongoDB • Pinecone • PGVector • AWS/GCP/Azure • Docker/Kubernetes • CI/CD (GitHub Actions, Jenkins) • RPA & browser automation With me, you’re getting more than just “AI that works”, you’re getting AI that works in production. Lets have a chat!

As a Full Stack AI Engineer, over the past 10 years, I've helped 100+ clients turn their ideas into revenue generating products. From early stage MVPs that went on to raise millions in funding, to AI powered SaaS platforms that scaled to thousands of users I'm a Top Rated Plus (i.e. Top 3% talent on Upwork) freelancer with $600K+ earned on Upwork and a 100% Job Success Score across various completed contracts. I don't just write code, I partner with founders and business owners to build products that actually move the needle for their business What I do best: AI & Generative AI: I integrate OpenAI, Claude, Gemini, and LLaMA into real products. From intelligent chatbots and document processing to custom AI workflows using LangChain and RAG pipelines, I build AI features that solve actual business problems, not just demos Full Stack Product Development: Whether it's a React/Next.js frontend, a Node.js or Django backend, or a React Native mobile app, I handle the full stack. I've shipped production apps in healthcare, fintech, e-commerce, and edtech DevOps & Infrastructure: I set up CI/CD pipelines, containerized deployments with Docker and Kubernetes, and cloud infrastructure on AWS, GCP, and Azure so your product scales reliably from day one How I work: I run every engagement with sprint planning, daily progress updates, and transparent communication through JIRA or Trello. You'll always know exactly where your project stands I focus on delivering within your budget and timeline, which is why clients keep coming back Best fit for: Startups building their first MVP, SaaS companies adding AI capabilities, and growing businesses that need a senior technical partner who can own the entire product development lifecycle

A lot of 𝐜𝐨𝐦𝐩𝐚𝐧𝐢𝐞𝐬 𝐝𝐨𝐧’𝐭 𝐫𝐞𝐚𝐥𝐢𝐳𝐞 𝐡𝐨𝐰 𝐦𝐮𝐜𝐡 𝐦𝐨𝐧𝐞𝐲 𝐬𝐥𝐢𝐩𝐬 𝐭𝐡𝐫𝐨𝐮𝐠𝐡 operational cracks, sometimes up to $𝟑𝟎𝟎𝐊 𝐲𝐞𝐚𝐫𝐥𝐲. I 𝐜𝐫𝐞𝐚𝐭𝐞 𝐀𝐈 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬 𝐭𝐡𝐚𝐭 𝐜𝐚𝐩𝐭𝐮𝐫𝐞 𝐭𝐡𝐚𝐭 𝐥𝐨𝐬𝐭 𝐯𝐚𝐥𝐮𝐞 and put it back to work. I’ve partnered with businesses across healthcare, distribution, hospitality, construction, local services, and SaaS to implement fully production-ready AI solutions. Not experiments. Not proof-of-concepts. Systems that run reliably, 24/7. 𝐏𝐫𝐨𝐯𝐞𝐧 𝐑𝐞𝐬𝐮𝐥𝐭𝐬 𝐀𝐜𝐫𝐨𝐬𝐬 𝐈𝐧𝐝𝐮𝐬𝐭𝐫𝐢𝐞𝐬 𝐇𝐞𝐚𝐥𝐭𝐡𝐜𝐚𝐫𝐞 → AI voice note-taking saving doctors 6+ hours/week → 50% drop in patient follow-up queries with automated summaries → HIPAA-compliant voice systems converting consultations into clear patient-friendly insights → Clinical support chatbots with secure, account-level data access 𝐃𝐢𝐬𝐭𝐫𝐢𝐛𝐮𝐭𝐢𝐨𝐧 & 𝐅𝐞𝐧𝐞𝐬𝐭𝐫𝐚𝐭𝐢𝐨𝐧 → Automated order processing → Reduced processing time from 30 minutes to under 60 seconds → 97% accuracy, 70% faster fulfillment, zero manual data entry → Conversational AI portal for orders, invoices, inventory, and reporting 𝐇𝐨𝐬𝐩𝐢𝐭𝐚𝐥𝐢𝐭𝐲 → Voice + WhatsApp AI handling 95%+ of bookings and inquiries → No missed leads, fully GDPR-compliant 𝐅𝐢𝐧𝐭𝐞𝐜𝐡 → AI-driven lead discovery for grants, capital projects, and property activity → 90%+ relevance, eliminating manual prospecting 𝐂𝐨𝐫𝐞 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞 𝐀𝐈 & 𝐎𝐫𝐜𝐡𝐞𝐬𝐭𝐫𝐚𝐭𝐢𝐨𝐧: LangChain, LangGraph, LlamaIndex, Pydantic AI, OpenAI, Claude, Bedrock, Vertex AI, MCP 𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐒𝐲𝐬𝐭𝐞𝐦𝐬: Autonomous agents, multi-agent workflows, orchestration pipelines 𝐕𝐨𝐢𝐜𝐞 𝐀𝐈: Retell AI, OpenAI Realtime, Whisper, ElevenLabs, TTS/STT systems 𝐑𝐀𝐆 & 𝐒𝐞𝐚𝐫𝐜𝐡: Pinecone, Weaviate, Qdrant, ChromaDB, OpenSearch, hybrid retrieval systems 𝐃𝐨𝐜𝐮𝐦𝐞𝐧𝐭 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞: OCR, PDF parsing, PO automation, ERP integrations (NetSuite, Oracle) 𝐄𝐯𝐚𝐥𝐮𝐚𝐭𝐢𝐨𝐧 & 𝐌𝐨𝐧𝐢𝐭𝐨𝐫𝐢𝐧𝐠: LangSmith, Arize, DeepEval, prompt testing & LLM performance tracking 𝐁𝐚𝐜𝐤𝐞𝐧𝐝 & 𝐈𝐧𝐟𝐫𝐚: Python, FastAPI, Django, Docker, Kubernetes, AWS, GCP, Azure 𝐅𝐫𝐨𝐧𝐭𝐞𝐧𝐝 & 𝐃𝐚𝐭𝐚: React, Next.js, PostgreSQL, MongoDB, Redis, ETL pipelines 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧𝐬: HubSpot, Salesforce, NetSuite, Zapier, Make, Slack, Stripe, APIs 𝐖𝐡𝐚𝐭 𝐘𝐨𝐮 𝐂𝐚𝐧 𝐄𝐱𝐩𝐞𝐜𝐭 𝐖𝐨𝐫𝐤𝐢𝐧𝐠 𝐖𝐢𝐭𝐡 𝐌𝐞 Clear scope from day one: no hidden costs or surprises Reliable delivery: 94% of projects completed on time and within budget Fast communication:esponses typically within 30 minutes Full ownership: from idea to deployment, I handle everything Proven quality: consistent 5-star results and top-tier execution Ready to build something great together? Feel free to invite me to your job or schedule a call.