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I am a Senior Software Engineer with 19 years of experience, specializing in creating clean and efficient code. My background includes front-end and full-stack development, allowing me to deliver robust web applications for various sectors. I excel in collaborating with teams to implement innovative solutions that drive product success. My meticulous approach ensures high-quality outcomes, meeting deadlines without compromise. I am committed to developing software that not only meets client specifications but also enhances user experience. If you’re seeking a developer who combines technical expertise with a strong focus on teamwork, let’s discuss how I can contribute to your project.

I'm an AI Engineer and Data Scientist with 5+ years of experience designing, building, and scaling production-grade AI systems and intelligent platforms. I specialize in multi-agent orchestration, MCP server development, Retrieval-Augmented Generation (RAG) pipelines, and enterprise-grade AI deployments. I help startups and enterprises move beyond demos into reliable, scalable AI products from agentic architectures and API platforms to full-stack AI SaaS backends running in production. My work spans the entire product stack: AI core, APIs, databases, payment integration, and cloud deployment so you get a complete, shippable product, not just a proof of concept. Core Skills & Expertise : → MCP Server Development Designing secure, scalable MCP servers to enable multi-agent collaboration and seamless AI integration with internal systems, databases, and external APIs. → Multi-Agent AI Orchestration Building task-driven agent workflows using Microsoft Agent Framework, LangGraph, LangChain, and Google ADK to orchestrate complex reasoning, planning, and execution pipelines. → RAG Pipelines (Production-Ready) Designed and deployed RAG systems at Bell Media (Canada's largest media company), combining FAISS, TF-IDF, and Hugging Face Transformers to deliver accurate, context-aware AI responses over proprietary data. → Enterprise AI Deployments (Cloud-Native) Architecting and deploying AI systems on GCP, Azure, and AWS with production considerations including scalability, security, observability, and cost optimization including production deployment pipelines with GCP Cloud Run, staging environments, and YAML-based CI/CD. → Full-Stack AI SaaS Delivery Building end-to-end AI SaaS products with FastAPI backends, Supabase / PostgreSQL / MongoDB data layers, React front-ends, and payment integrations across Stripe, PayPal, and Peach — delivering complete, revenue-ready platforms rather than isolated AI components. Academic & Research Background → Fully funded MSc in Computer Science → Teaching Assistant for graduate & undergraduate courses → Graduate Research Assistant at CNIB (sign-language recognition for accessibility) → Research collaborations with Zayed University (pose & gesture recognition) → 5 peer-reviewed publications in international conferences & journals → Thesis-based MSc with successful defense before academic committee What I Build I design and ship enterprise-ready AI platforms and AI SaaS products using: Multi-Agent Orchestration · RAG Systems · MCP Servers · Google ADK · Microsoft Agent Framework · FastAPI · Supabase · PostgreSQL · MongoDB · React · Stripe / PayPal / Peach · GCP / Azure / AWS · Docker · CI/CD Pipelines If you're looking to move from an AI proof-of-concept to a scalable, production-grade platform, I can help you architect, build, and deploy it with proper engineering foundations across the full stack.

AI-powered software, automation systems, and applications built to streamline real business operations Many companies grow faster than their internal systems. Processes that once worked manually start becoming inefficient. Teams spend time entering data, responding to repetitive inquiries, or switching between disconnected tools. I help businesses solve that problem by building AI-powered software, automation systems, and custom applications that connect workflows, automate tasks, and make operations more efficient. My focus is on AI Voice Agents, AI chatbots, AI software, and AI automation systems that integrate with existing platforms such as CRMs, messaging tools, databases, and internal business systems. AI Voice Agents & AI Chatbots I build AI voice agents and conversational AI systems that automate communication with customers, leads, and internal teams. Services include: • AI Voice Agents for inbound and outbound calls • Conversational AI Chatbots for websites, WhatsApp, and messaging platforms • Lead qualification and automated customer support systems • Voice AI integrations using tools like VAPI and Retell AI • AI agents that integrate with CRMs and internal databases These systems allow businesses to respond instantly to customers while reducing manual workload. AI Automation & Workflow Systems I design and implement AI automation systems that connect tools and automate repetitive tasks. • Workflow automation using n8n and Make • Intelligent AI Agents that analyze data and trigger actions • CRM automation and marketing workflow automation • AI-driven reporting and operational insights • End-to-end AI Automations that streamline internal processes Custom AI Software & Platforms Beyond automation, I build custom AI-powered software systems tailored to business operations. • AI Software Development using Node.js and Python • Custom AI Agentic Solutions for operational workflows • Integration of OpenAI and Claude LLM models into software platforms • Backend systems and API integrations • AI Custom Solutions designed around real business use cases These platforms help companies centralize their operations and eliminate fragmented systems. Mobile Application Development I also build mobile applications that integrate with backend systems and AI-powered services. • Mobile Application Development for operational tools • iOS application development and cross-platform solutions • Field service apps for managing teams, jobs, and workflows • Apps integrated with automation systems and databases Real Systems Built for Real Businesses I have built AI-powered platforms and automation systems for multiple companies including: • So Special Mobile Mechanic – AI-infused mobile application and operational platform • Al Arabi Company – dispatch system for operations and maintenance management • Mystical Agency and Intero Digital – AI automation and proposal generation systems • AI chatbot and WhatsApp automation systems for clinics and service businesses These systems typically include AI agents, automation pipelines, mobile apps, dashboards, and backend integrations that help businesses manage operations more efficiently. Technology & Tools My systems are typically built using: • Node.js and Python for backend development • OpenAI and Claude for LLM-based AI systems • n8n and Make for workflow automation • VAPI and Retell AI for voice agents • API integrations with CRMs, marketing tools, and databases Ideal Clients I work best with businesses that need to: ✔ Automate manual processes ✔ Build AI-powered applications or platforms ✔ Integrate systems across multiple tools ✔ Develop custom software or mobile applications ✔ Introduce AI into operations to improve efficiency Most of my clients are companies whose operations have grown faster than their internal systems — and they need technology that can automate workflows, connect tools, and scale with their business. If you're looking to build AI-powered software, automate workflows, deploy AI voice agents, or develop custom applications, feel free to message me and let's discuss your project.

I build AI agents, RAG systems, and LLM-powered automation, then wire them directly into production ERP systems. Top Rated Plus, 9+ years engineering experience specializing in AI + ERP/CRM, accounting, inventory, and helpdesk workflows. Most AI engineers stop at a notebook demo. Most ERP developers can't build AI systems. I do both. I take an AI use case and ship it inside your actual business system, whether that's ERP, another CRM, or any backend, so it runs in production, not a sandbox. ⚡ WHAT I BUILD 🤖 AI Agents & Multi-Agent Systems: LangChain/LlamaIndex-based agents that take actions, not just answer questions. Lead follow-up, ticket triage, approval routing. 🔍 RAG & Knowledge Systems: vector search (FAISS) over live Odoo/CRM data, so answers come from current records instead of stale docs. 📄 AI Document Intelligence: LLM extraction pipelines that read invoices/PDFs and write structured line items directly into Odoo accounting records. 🔌 LLM Integration: OpenAI, Claude, Gemini, and self-hosted open-source models, with provider switching based on cost, privacy, or task requirements. ⚙️ AI + ERP Workflow Automation: LLM-driven decision logic triggering approvals, notifications, and record updates automatically inside ERP. 📈 PROVEN RESULTS ✅ AI invoice processing pipeline: cut manual AP entry time and reduced line-item errors on high-volume vendor bills in Odoo accounting. ✅ AI support agent for Odoo Helpdesk: reduced first-response time and ticket volume by auto-resolving common queries with order/ticket context. ✅ Multi-agent platform (sales + inventory + support): automated handoffs across Odoo ERP operations, one of the more advanced systems I've built. ✅ AI inventory forecasting: analyzed historical Odoo sales/inventory data to predict demand and recommend reorder points. 🛠️ TECH STACK - AI/LLM: LangChain, LlamaIndex, RAG, AI Agents, Multi-Agent Systems, Vector Databases (FAISS), Embeddings, Prompt Engineering, Fine-Tuning - Providers: OpenAI, Anthropic Claude, Google Gemini, Hugging Face, Open-Source LLMs - Odoo: Development (v10-19), Customization, Migration, API Integration, QWeb, OWL, CRM, POS, Accounting, Helpdesk - Backend: Python, Django, Flask, FastAPI, REST APIs, PostgreSQL, MySQL, MongoDB - Frontend: JavaScript (ES6+) - Cloud/DevOps: AWS, Docker, Kubernetes, CI/CD, Git, MLOps 🎯 HOW I WORK I take end-to-end ownership: scoping the business problem, choosing the right architecture and model/provider for the job, building it, deploying it, and supporting it after handoff. ✅ 9+ years engineering experience, Top Rated Plus on Upwork ✅ Rare combination: deep ERP domain knowledge and applied AI/LLM engineering ✅ Multi-provider LLM experience and open-source model deployment ✅ Clear communication, realistic scoping, no scope-creep surprises 📍 Based in Canada, available for remote work worldwide. Let's talk about what you're trying to automate.

AI-Powered Solutions | Full-Stack Development | Intelligent Systems That Deliver Actively in collaboration with an unicorn-status, billion-dollar AI data company supporting production ML systems at a global scale. Applying enterprise-level AI standards, rigorous quality control, and proven deployment practices to every engagement. Looking for an AI & Full-Stack team that can design, build, and deploy intelligent applications from concept to completion? Need experts who understand LLMs, Agentic AI, Computer Vision, and modern web development all in one place? Want reliable engineers who deliver AI-driven solutions that are efficient, scalable, and built to last? I have a team of qualified AI Engineers and Full-Stack Developers dedicated to crafting smart, production-ready solutions using the latest advancements in Artificial Intelligence and modern software engineering. From custom AI model development and intelligent automation to interactive web applications, we bring together innovation, precision, and reliability in every project we deliver. 🧠 Our Strengths Artificial Intelligence & Machine Learning • AI Development & Integration (OpenAI, ChatGPT, Claude, Gemini, Mistral, LLaMA, DeepSeek, Hugging Face) • AI Chatbots & Agentic AI (Conversational AI, Customer Service Chatbots, Autonomous AI) • NLP & LLMs (Prompt Engineering, Text-to-Speech, Speech-to-Text, AI Translation, Sentiment Analysis, RAG) • Computer Vision (OpenCV, OCR, Image Recognition, Image Classification, Image Segmentation, Object Detection, Facial Recognition, YOLO) • Machine Learning (Scikit-learn, TensorFlow, PyTorch, CNNs, RNNs, LSTMs, Transformers) • Generative AI (AI Content Writing, AI-Generated Text, Voice Synthesis) • Model Training, Tuning & Deployment Core Development • Full Stack Development (MERN, Django, Flask, Express.js, Nest.js, Next.js) • Backend Development (Node.js, Django, Flask, FastAPI, REST API, GraphQL) • Frontend Development (React.js, Next.js, Nuxt.js, Vue, Angular, TypeScript, HTML, CSS, Redux) • Database Development (MySQL, PostgreSQL, MongoDB) • API Development & Integration (REST, Google APIs, Slack, cURL, Web Services) • eCommerce & Web App Development Cloud & DevOps • Google Cloud Platform (GCP) • Microsoft Azure • Google App Engine • API Hosting & Web Hosting • PowerShell & Automation General Software Development • Software Architecture & Engineering • Software Testing & QA • IT Project Management • Programming (Python, JavaScript, TypeScript) • Microsoft Office & Excel Automation - What You Get Working Wit Me and my team! - Transparent Collaboration: Regular progress updates, clear communication, and defined milestones. - Reliable AI Solutions: Built with precision using the latest AI models and full-stack technologies. - Timely Delivery: Efficient development cycles ensuring your product is delivered on schedule. - Quality & Scalability: Solutions designed to perform reliably and scale seamlessly with your needs. - A True Partnership: We align our work with your vision, goals, and long-term success. *Message us today to start building your next AI-powered application.*