AI / ML / Agentic AI LLM / Langchain / RAG ChatBots AI / Machine Learning & Computer Vision specialist with hands-on experience building, training, and deploying deep learning models for real-world applications. I specialize in YOLO-based object detection/segmentation and image processing, with a strong background in PyTorch, TensorFlow, and OpenCV, Plus modern RAG and agentic AI LLM systems using LangChain and LangGraph. Key Expertise YOLO Object Detection & Segmentation: Custom training/tuning (YOLO v8–v12), dataset prep, evaluation, and edge AI deployment on Jetson Nano. RAG & Agentic AI: Retrieval-augmented generation with LangChain/LangGraph, vector stores (Pinecone, ChromaDB), tool use, memory, and guardrails. Recommendation AI Engine Systems. Model Deployment & Optimization: Packaging for production (REST), quantization/acceleration where applicable; VM-based deployments. Full Pipeline Development: Data collection → labeling → training → testing → Flask/FastAPI REST APIs → monitoring. MLOps & CI/CD: Experiment tracking, versioning, reproducible workflows, and automated delivery with GitHub/GitLab. API Integration & Apps: Secure API integration with third-party services; Flutter front-ends that consume ML APIs. Cloud & Storage: AWS S3 for datasets/artifacts; deployable on cloud VMs or on-prem. Frameworks & Tools PyTorch, TensorFlow/TFLite, OpenCV, scikit-learn, Pandas, NumPy LangChain, LangGraph, RAG, LLM, Pinecone, ChromaDB Flask, FastAPI (REST API deployment) Databases SQL, MySQL, PostgreSQL, Supabase GitHub, GitLab (MLOps/CI-CD) Google Colab / Jupyter Notebook AWS S3, VM-based deployments React & Flutter (client apps & dashboards)

As a seasoned professional with 20 years of experience in back-end development and 7 years in machine learning, I have a proven track record of building high-quality, scalable web applications, APIs, and AI solutions. I am proficient in both front-end and back-end development, leveraging a wide array of technologies to deliver seamless user experiences, robust server-side solutions, and advanced machine learning models. WEB DEVELOPMENT Back-End: Building robust server-side logic with Django, FastAPI, and Flask. Full Stack: Seamlessly integrating front-end and back-end technologies for comprehensive solutions. API DEVELOPMENT RESTful APIs: Designing and implementing APIs with Django REST Framework. Microservices: Developing scalable microservices using Flask and FastAPI. Data Management: Utilizing SQLAlchemy and Alembic for efficient database interactions. Data Validation: Ensuring data integrity with Pydantic. DATABASE DEVELOPMENT Relational Databases: Designing and managing schemas in PostgreSQL. Analytical Databases: Implementing high-performance data storage solutions with Clickhouse. GUI DEVELOPMENT Desktop Applications: Creating user-friendly desktop applications using Qt/PyQt. AUTOMATION AND BOTS Telegram Bots: Developing bots for various purposes on the Telegram platform. Console Utilities: Automating text manipulation, email handling, image processing, and other routine tasks. MACHINE LEARNING & DEEP LEARNING Model Development: Design, train, and optimize machine learning and deep learning models. Frameworks: Proficient with TensorFlow, PyTorch, Keras, Scikit-learn. Hyperparameter Tuning: Expert in techniques to improve model performance. COMPUTER VISION Image Processing: Object detection, image classification, segmentation. Libraries: OpenCV, YOLO, SSD, Mask R-CNN. NATURAL LANGUAGE PROCESSING (NLP) Text Analysis: Sentiment analysis, text summarization, named entity recognition. Tools: NLTK, SpaCy, BERT, GPT, Transformers. RECOMMENDER SYSTEMS Personalization: Collaborative filtering, content-based filtering, hybrid methods. Implementation: Building recommendation engines to enhance user experience. DATA ENGINEERING Workflow Orchestration: Apache Airflow, dbt. Data Management: Clickhouse, Metabase, Apache Nifi. ETL Processes: Extract, transform, load workflows for data warehousing. Data Preparation and Exploratory Data Analysis (EDA) Data Cleaning: Handling missing values, outlier detection. Visualization: Creating insightful visualizations using Matplotlib, Seaborn, Plotly. Statistical Analysis: Descriptive statistics, hypothesis testing. MODEL DEPLOYMENT Deployment Platforms: AWS SageMaker, Google AI Platform, Azure ML. Frameworks: Flask, FastAPI, Starlite. Containerization: Docker, Kubernetes for scalable deployment solutions. ADDITIONAL SKILLS Programming Languages: Python, TypeScript, SQL, C++, Rust, JavaScript. Web Frameworks: Django, Flask, FastAPI, React. ORM: SQLAlchemy. Migrations: Alembic. Data Validation: Pydantic. Version Control: Git, GitHub, GitLab. DevOps: Docker for containerization and orchestration. PROFESSIONAL ATTRIBUTES Strong problem-solving skills with an analytical mindset and a passion for clean, efficient code. Excellent communication, teamwork, and collaboration abilities. Commitment to continuous learning and staying updated with the latest advancements in both web development and AI/ML technologies.

I help startups and businesses build custom software systems that streamline operations, automate workflows, and support growth. From CRM and ERP platforms to AI-powered applications, I develop scalable solutions that solve real business problems and deliver measurable results. What I Build ✅ Business Management Systems * CRM (Customer Relationship Management) * ERP (Enterprise Resource Planning) * HRM (Human Resource Management) * Inventory Management Systems * Project Management Platforms * Custom Admin Dashboards ✅ AI & Automation Solutions * AI Agents and Assistants * RAG Chatbots and Knowledge Bases * Workflow Automation * OpenAI and Claude Integrations * Business Process Automation ✅ Computer Vision & OCR * Document Processing Systems * OCR and Data Extraction * Image Recognition Solutions * Quality Inspection Systems ✅ SaaS & Web Applications * Multi-Tenant SaaS Platforms * Customer Portals * Internal Business Tools * API Development * Cloud-Based Applications Recent Deliverables • Developed custom CRM and business management platforms that centralized operations and improved team productivity. • Built AI-powered document processing systems achieving high extraction accuracy while reducing manual work. • Created RAG-based knowledge assistants capable of answering questions from large document repositories. • Delivered complete SaaS products from planning and architecture to deployment and ongoing support. Technology Stack Python, FastAPI, Django, Next.js, React, Node.js, PostgreSQL, Supabase, AWS, Docker, OpenAI, Claude, LangChain, LangGraph, Computer Vision, OCR, REST APIs, n8n. Why Work With Me * End-to-end development from idea to deployment * Strong expertise in both traditional software and AI * Focus on business outcomes, not just code * Clear communication and reliable delivery Whether you need a CRM, ERP, HRM, SaaS platform, AI application, automation system, or computer vision solution, I can help transform your requirements into a production-ready product.

With over a decade of experience in software engineering and AI product development, I help businesses with production-grade Agentic AI systems, Claude-powered workflows, Intelligent automation platforms, and scalable AI SaaS products. I help startups, SaaS companies, and enterprises design and deploy AI systems that go beyond simple chatbots, including autonomous AI agents, multi-agent orchestration, AI copilots, voice AI systems, and enterprise-grade LLM infrastructure. ✅ Top Rated Plus on Upwork ✅ Top 3% Talent on Upwork ✅ 100% Job Success Score ✅ Consistent 5-Star Reviews ✅ 80% Repeat Clients 💡 Core Expertise 🤖 Agentic AI & LLM Systems • Claude AI (Anthropic) • OpenAI GPT-4 / ChatGPT • Google Gemini • LLaMA, Mistral, Phi-3 • AI Agents & Multi-Agent Systems • Autonomous AI Workflows • CrewAI, LangGraph, Langchain • MCP Servers & Tool Calling • AI Copilots & Decision Systems • Prompt Engineering & Context Optimization • Fine-Tuning & Custom LLM Workflows • Human-in-the-Loop AI Systems • Memory-Based AI Architectures • Vibe Coding: Claude Code, CursorAI, Antigravity, Windsurf, Codex 🧠 RAG & Enterprise AI Search • Retrieval-Augmented Generation (RAG) • Enterprise Knowledge Assistants • AI Chatbots trained on private/company data • Vector Databases: Pinecone, Qdrant, ChromaDB, Weaviate, Milvus • Semantic Search & Embeddings • LangChain & LlamaIndex Pipelines • Context-Aware Conversational Systems 🎙️ AI Voice & Conversational Systems • Real-Time Voice AI Agents • AI Calling Systems • Twilio Voice Bots • Retell AI, VAPI AI, ElevenLabs, Deepgram • Speech-to-Text (STT) • Text-to-Speech (TTS) • AI Receptionists & Customer Support Agents • Outbound & Inbound Voice Automation ⚡ AI Automation & AI Operations • n8n Automation • Make & Zapier • CRM & Sales Automation • AI Workflow Orchestration • AI-Powered Lead Qualification • Internal AI Operations Tools • Business Process Automation using AI Agents 💻 Tech Stack • Python, FastAPI, Django, Flask, Selinum • ReactJS, Next.js • LangChain, CrewAI, LangGraph, LlamaIndex • OpenAI Assistants API, Anthropic Claude API • PyTorch, TensorFlow, Hugging Face • Docker, Kubernetes • AWS, Azure, GCP • PostgreSQL, MongoDB, MySQL • Pinecone, Weaviate, ChromaDB, Qdrant 📄 Document AI & OCR Azure Document Intelligence, Textract, Tesseract OCR, Resume Parsing, Invoice Automation 🎥 Generative AI & Media Intelligence DALL·E 3, Stable Diffusion, Veo3, AI Avatars, Wav2Lip, Video Intelligence Systems 🌐 Web Automation & Data Pipelines Playwright, Selenium, Scrapy, BeautifulSoup, Crawl4AI 📌 Why Clients Work With Me ✅ 10+ Years of Engineering & AI Experience ✅ Strong Claude & LLM Architecture Expertise ✅ Fast Communication & Daily Progress Updates ✅ End-to-End AI Product Development ✅ Long-Term Support & Optimization 🤝 Let’s Build Intelligent AI Systems Over the last decade, I’ve helped businesses build and scale AI products ranging from autonomous AI agents and enterprise copilots to voice AI systems, RAG platforms, and workflow automation tools. Whether you are building an AI SaaS product, internal AI automation platform, AI agent ecosystem, or Claude-powered enterprise assistant, I can help architect and deliver a scalable solution aligned with your business goals. Happy to sign NDA for complete confidentiality.

💡 FREE AI / Backend / Automation Audit + Scalable Roadmap Before We Start Most AI and automation projects fail not because of bad ideas… But because the backend, agent architecture, or workflow system wasn't built to scale. ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🚨 IF YOU ARE STRUGGLING WITH: ➤ AI agents that don't work reliably in production ➤ n8n workflows that break or can't scale ➤ GHL systems that are messy or not converting ➤ RAG pipelines with hallucinations or slow retrieval ➤ Backend APIs that fail under load ➤ AI ideas stuck in prototype phase 👉 YOU ARE IN THE RIGHT PLACE. ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ✅ WHAT I BUILD I build production-ready AI systems, agentic workflows, and scalable automation infrastructure. ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🤖 AI AGENT & LLM DEVELOPMENT ➤ Multi-agent systems (LangChain, LangGraph, CrewAI) ➤ RAG pipelines with vector databases (Pinecone, pgvector, Chroma) ➤ LLM integration (OpenAI, Claude, Gemini) ➤ Tool calling & function execution ➤ Prompt engineering for production reliability ➤ AI agents with memory and context management ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ⚙️ n8n & WORKFLOW AUTOMATION ➤ Complex n8n workflows with error handling & retry logic ➤ API integrations (REST, webhooks, OAuth) ➤ Self-hosted n8n deployment ➤ Webhook orchestration & event-driven automation ➤ Human-in-the-loop approval workflows ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 📊 GHL (GoHighLevel) EXPERTISE ➤ GHL workflow automation (pipelines, triggers, actions) ➤ CRM automation & lead management ➤ GHL + API integrations (webhooks, custom APIs) ➤ AI voice agent integration (Retell, Vapi) with GHL ➤ SaaS mode setup & white-label systems ➤ Funnel & automation optimization ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🐍 BACKEND ENGINEERING ➤ Python (FastAPI) – high-performance APIs ➤ PostgreSQL with vector extensions (pgvector) ➤ Async systems & background workers ➤ Docker, cloud deployment (AWS/GCP) ➤ Secure authentication (JWT, OAuth) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 📦 WHAT YOU GET When we work together, you receive: ➤ Production-ready AI agents and workflows ➤ Clean, documented, maintainable code ➤ Error handling, logging, and monitoring ➤ Loom walkthroughs + written documentation ➤ Systems built to scale from day one ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 📈 EXPERIENCE & RESULTS ➤ 10+ years backend & SaaS development ➤ 70+ successful Upwork projects ➤ Top Rated Plus | $60K+ earned ➤ Built production AI agents, RAG systems, automation pipelines ➤ Long-term partnerships with startups & agencies ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🛠️ TECH STACK (by demand) High Demand (Lead with these): Python • LangChain/LangGraph • n8n • GoHighLevel • OpenAI/Claude API • RAG • Vector Databases (Pinecone/pgvector) • FastAPI • PostgreSQL Supporting: Laravel • Docker • AWS/GCP • Redis • React/Next.js ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🎯 INDUSTRIES I WORK WITH ➤ AI-first SaaS startups ➤ Marketing agencies (GHL users) ➤ E-commerce & D2C brands ➤ Real estate & PropTech ➤ Healthcare & legal tech ➤ Fintech & payment systems ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 📩 HOW WE START 1. You message me with your current challenge 2. I audit your system (AI / backend / GHL / n8n) – FREE 3. You get a clear, actionable roadmap 4. We build the right solution – the first time ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Most developers just build features. I build systems that work reliably in production. 👉 MESSAGE ME NOW FOR YOUR FREE AI / BACKEND / AUTOMATION ROADMAP ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 🔑 KEYWORDS (for Upwork algorithm): ai agent developer, n8n expert, python backend developer, gohighlevel expert, langchain, rag system, ai automation, workflow automation, ghl automation, agentic ai, llm integration, openai api, claude api, fastapi, vector database, multi-agent systems, production ai

Upwork Expert Vetted (top 1%) | Senior AI/ML Architect with Google funded AI projects.| Fractional CTO/Director | High Volume Engineer | ex IBM, CDW, JP Morgan | 7+ years of hands-on AI/ML | 16+ years in Cloud and Software Architectures | Best Practice and Regulated Environments | Certified Multi Cloud Architect | Cybersecurity Incident Responder Hi, I'm Don, a senior level AI/ML Architect and Fractional CTO. Since 2011, I have been driving transformations for successful startups, scale-ups, SMEs, and enterprises like TELUS, Google, IBM, JP Morgan, CDW, and Walt Disney Parks and Resorts. If you need expedited high quality work or an individual who an solve the unsolvable, I'm one of those people who will preserver and succeed I have hands-on technology daily, and continue to work as a lead AI/ML engineer/architect, expert web and software designer/developer, security specialist, consultant, and director who can effectively design, build, plan, and lead using methods that bring true value. Several smaller orgs have depended on me to launch their business, or prevent the collapse of an existing one, and I've delivered every time. I've been leading full-projects across industry and government regulated environments, cloud, AI/ML, data, web, SaaS, InfoSec, networking, and systems since 2011. I've also worked with orgs specializing in industry firsts in AI, government, finance, energy, eCommerce, CRM/ERP, blockchain and crypto, environmental, construction, facilities management, education, data processing, GPU data centers, enterprise SaaS, cyber security,--and a variety of Azure, Google Cloud, and AWS Partners. Come and find out why so many clients trust me.. Your project done right --it matters to me too. 𝐐𝐮𝐚𝐥𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬 ‧ Mini-MBA in AI from Rutgers University (2025) ‧ Deans Honor List grad from ITAS at VIU (2012) ‧ IEEE Member & TrueNorthCTO contributor ‧ Google Cloud Certified Professional Cloud Architect ‧ Microsoft Certified Azure Solutions Architect Expert ‧ Original founder of Cloud Pathfinder Services Inc. ‧ Awarded with the Upwork Expert Vetted label (Top 1%) in 2020 ‧ Offered a co-founder role during existing employment on two separate occasions ‧ I have more written work recommendations then you'll have time to read 𝐁𝐚𝐜𝐤𝐠𝐫𝐨𝐮𝐧𝐝 & 𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐭𝐲 𝐈𝐦𝐩𝐚𝐜𝐭 I give back to our local community through volunteering to feed the homeless, was formally recognized by the Salvation Army for volunteer work supporting marginalized communities. My aim is to be supportive and create an environment where people can feel they are truly cared about. After being hand selected by my professors to be a board member for a nationally recognized First Nations conference at Vancouver Island University in 2011, I was also given the opportunity to assist the Governor General of Canada during the conference. I'll bring this same drive for excellence to your organization or project, should you want it. . ******* Key terms: 14 programming languages, Google Workspace, Office 365, Anthos, Lovable.dev, CFO, CIO, Incubator, Pytorch, Pinokio, LM Studio, Orpheus TTS, voice agents, PBX, Vertex AI, AIOps, MCP, RCA, xAI, ITSM, ITIL, SRE, DevSecOps, LLMOps, LLM, Vector, federated learning, neo4j, CNN, DNN, RNN, Jupyter, NLP, OCR, Textract, Pyspark, Yuma consensus, Apache Spark, Hadoop, TensorFlow, LangGraph, MLOps, Claude Code, Clawdbot, Moltbot, Anthropic, mask2former, transformer models, graph neural network GNN, CAD recognition, roboflow, huggingface, Graph DB. base44, CVat, spec driven development, foundation models, Bittensor, validator, Windows, Linux, Apache Nutch, API, AWS, Active Directory, App Service, Cosmos DB, Azure DevOps, Asynchronous, Firewall, Functions, IAM, Key Vault, Azure Kubernetes, AKS, Logic Apps, Azure Policy, PostgreSQL, Site Recovery, Azure SQL & SQL MI, Synapse Analytics, Full-stack, senior architect, principal senior engineer, CentOS, ChatGPT, Cloud Armor, TCP/IP, Cloud Vision, Cloudflare, CIS, COPA, CRM/ERP, Cursor, Data Warehousing, database architect, Dataprep, Dataproc, Dataflow, Datastore, Debian, DNS, Document AI, Elastic, ETL Pipelines, ELT, EventArc, Exchange, F5, Firebase, Financial strategy, Funding, Data Room, Gantt, Cloud API integrations, Landing zone, GCP, Google CLI, IAM & Identity, Instance Groups, ISO 27001, IIS, Kubernetes Engine, DevOps, Jira, clickup, LangChain, LAMP, low code, Lucid, Marketing, MLOps, Mobile, Monday, no code, Nginx, Compliance, GDPR, HIPPA, EU AI Act, Pub/Sub, RAG Model, Rafay, Red Hat, Security audits, VC funding, SharePoint, SOC 2, SOP, SoW, Spanner, Stackdriver, Streamlit, Terragrunt, Terratest, Ubuntu, vNet, Vibe Coding, Visio, VMware, VPN, VPC, Web development, Wireshark, Windows, DCs, Zabbix, Obsidian, Perplexity, Jeeva, Google Labs, Gumloop, Gamma , loop prompting, loop based development,

I've built AI systems that deflect 60% of support queries, search across 10,000+ documents in under 2 seconds, and save operations teams 20+ hours every week. The gap between those outcomes and a typical chatbot demo is architecture. Most teams reach out after a prototype has already failed in production, usually because of poor chunking logic, absent memory management, weak retrieval quality, or no fallback handling. I rebuild those systems correctly: clean ingestion pipelines, hybrid retrieval, structured agent memory, proper observability, and deployment that holds under real load. What I build: — RAG systems for internal documents, knowledge bases, and enterprise search — AI agents with tool use, memory, and multi-step reasoning (LangChain, LlamaIndex, LangGraph) — Automation workflows that replace manual operations (n8n + LLM + your existing APIs) — Production chatbots for web, WhatsApp, and Slack with escalation and analytics — Voice AI pipelines (STT + TTS) for customer-facing applications — Fine-tuned models for domain-specific classification and generation tasks Stack: Python · LangChain · LlamaIndex · LangGraph · OpenAI · Claude API · Pinecone · Weaviate · FastAPI · n8n · AWS · Docker If you're ready to move from prototype to production or want it built right from the start, I can map out your system architecture in a 20-minute scoping call. No prep needed on your end.

⭐ 𝗙𝗶𝘃𝗲-𝗦𝘁𝗮𝗿 𝗖𝗹𝗶𝗲𝗻𝘁 𝗥𝗲𝘃𝗶𝗲𝘄: "Highly recommended! Vivek is professional, responsive, and delivers excellent work. He quickly understood my requirements, communicated clearly throughout the project..." I build AI systems that extract structured data from PDFs, invoices, receipts, emails, forms, scanned documents, and images — then automate the workflow into CRMs, spreadsheets, databases, or approval systems. 🎓 𝗠𝗮𝘀𝘁𝗲𝗿'𝘀 𝗶𝗻 𝗘𝗺𝗯𝗲𝗱𝗱𝗲𝗱 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 + 𝟳 𝘆𝗲𝗮𝗿𝘀' 𝗦𝗼𝗳𝘁𝘄𝗮𝗿𝗲 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 | Python, OCR, n8n, OpenAI, Claude, Computer Vision 📊 𝗣𝗿𝗼𝘃𝗲𝗻 𝗥𝗲𝘀𝘂𝗹𝘁𝘀: 1️⃣ Cut image processing time by 94% — from 37s to 2.5s — for a Fortune 500 manufacturer, Magna International 2️⃣ Saved clients 20+ hours/week with n8n workflows and RAG-based automation 3️⃣ Delivered AI workflows described by clients as precise, efficient, and fully aligned with requirements 4️⃣ Built real-time computer vision systems using YOLO, Python, OpenCV, and production-ready deployment workflows 𝗪𝗵𝗮𝘁 𝗜 𝗗𝗼: ✅ 𝗔𝗜 𝗗𝗮𝘁𝗮 𝗘𝘅𝘁𝗿𝗮𝗰𝘁𝗶𝗼𝗻 I build pipelines that extract clean, structured data from PDFs, invoices, receipts, forms, scanned documents, emails, images, and messy business files. ✅ 𝗢𝗖𝗥 & 𝗗𝗼𝗰𝘂𝗺𝗲𝗻𝘁 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 I combine OCR, computer vision, and LLMs to handle complex layouts, tables, low-quality scans, handwritten text, and inconsistent document formats. ✅ 𝗻𝟴𝗻 + 𝗣𝘆𝘁𝗵𝗼𝗻 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 I automate repetitive business workflows using n8n, Python, APIs, databases, Google Sheets, CRMs, Slack, email, and custom backend services. ✅ 𝗥𝗔𝗚 & 𝗔𝗜 𝗔𝘀𝘀𝗶𝘀𝘁𝗮𝗻𝘁𝘀 I build AI systems that search, summarise, compare, and answer questions from private documents, internal knowledge bases, and structured databases. 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸: Python | n8n | OpenAI | Claude | OCR | OpenCV | FastAPI | SQL | PostgreSQL | Docker | PyTorch | TensorFlow 𝗪𝗵𝘆 𝗛𝗶𝗿𝗲 𝗠𝗲: Unlike generic automation freelancers, I am a software engineer with real production experience. I do not just connect tools together — I design reliable systems with error handling, validation, clean data outputs, and maintainable code. I have worked on production-grade computer vision and automation systems at Magna International, where performance, reliability, and engineering quality mattered. I bring the same mindset to AI automation projects for businesses. 𝗪𝗵𝗮𝘁 𝗬𝗼𝘂 𝗚𝗲𝘁: ✔️ Clean structured output: JSON, CSV, Excel, SQL, Google Sheets, or API ✔️ Reliable extraction logic with validation and fallback handling ✔️ Dockerized, documented, production-ready code ✔️ Clear communication and practical technical guidance ✔️ 30-day post-deployment warranty: if bugs appear after handover, I fix them at no additional cost 𝗛𝗼𝘄 𝗪𝗲 𝗪𝗼𝗿𝗸 𝗧𝗼𝗴𝗲𝘁𝗵𝗲𝗿: 1. We define the exact documents, inputs, outputs, and success criteria 2. I build a rapid prototype so you can test the workflow early 3. I deploy the final system with documentation, handoff, and support

𝐈 𝐡𝐞𝐥𝐩 𝐬𝐭𝐚𝐫𝐭𝐮𝐩𝐬 𝐚𝐧𝐝 𝐞𝐧𝐭𝐞𝐫𝐩𝐫𝐢𝐬𝐞𝐬 𝐛𝐮𝐢𝐥𝐝 𝐩𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐀𝐈 𝐬𝐲𝐬𝐭𝐞𝐦𝐬 𝐭𝐡𝐚𝐭 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐞 𝐫𝐞𝐚𝐥 𝐰𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬 𝐬𝐮𝐜𝐡 𝐚𝐬 𝐜𝐚𝐥𝐥𝐬, 𝐬𝐜𝐡𝐞𝐝𝐮𝐥𝐢𝐧𝐠, 𝐬𝐜𝐫𝐞𝐞𝐧𝐢𝐧𝐠, 𝐜𝐮𝐬𝐭𝐨𝐦𝐞𝐫 𝐜𝐨𝐦𝐦𝐮𝐧𝐢𝐜𝐚𝐭𝐢𝐨𝐧, 𝐝𝐨𝐜𝐮𝐦𝐞𝐧𝐭 𝐡𝐚𝐧𝐝𝐥𝐢𝐧𝐠, 𝐚𝐧𝐝 𝐢𝐧𝐭𝐞𝐫𝐧𝐚𝐥 𝐨𝐩𝐞𝐫𝐚𝐭𝐢𝐨𝐧𝐬, 𝐮𝐬𝐢𝐧𝐠 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬, 𝐑𝐀𝐆 𝐬𝐲𝐬𝐭𝐞𝐦𝐬, 𝐚𝐧𝐝 𝐟𝐮𝐥𝐥-𝐬𝐭𝐚𝐜𝐤 𝐀𝐈 𝐞𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠. ✔ Built an AI Voice Agent for clinical trial recruitment using VAPI, Twilio, AWS Lambda to automate patient calling, screening, and appointment booking ✔ Developed a healthcare AI voice & chat assistant for America First Healthcare to manage patient communication, lead engagement, and scheduling automation in production ✔ Built SNF ConnexGuard, a healthcare workforce management system for staff scheduling, compliance tracking, and operational workflows using React, FastAPI, Python, AWS ✔ Developed GaapIQ, an AI financial analytics platform using LangChain, Pinecone, FastAPI, AWS for insights generation and decision support 𝐈𝐬 𝐲𝐨𝐮𝐫 𝐛𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐟𝐚𝐜𝐢𝐧𝐠 𝐚𝐧𝐲 𝐨𝐟 𝐭𝐡𝐞𝐬𝐞 𝐜𝐡𝐚𝐥𝐥𝐞𝐧𝐠𝐞𝐬? ❓Are you spending too much time on manual workflows that could be automated? ❓Is your team still handling calls, scheduling, or data entry manually? ❓Do you want to turn your internal knowledge and data into an AI-powered system? ❓Are operational costs increasing as your business scales? ❓Do you need AI systems that actually integrate into your business not just demos? 𝐖𝐡𝐚𝐭 𝐂𝐥𝐢𝐞𝐧𝐭𝐬 𝐒𝐚𝐲 𝐀𝐛𝐨𝐮𝐭 𝐌𝐲 𝐖𝐨𝐫𝐤 🔹 "Muhammed was professional, responsive, and turned our AI vision into a results-driven tool. Highly recommend!" 🔹 "Fahid consistently delivers high-quality work, tackling challenging projects with an open mind for top global brands." 🔹 "Very easy to work with—friendly, knowledgeable, and clear in explanations and recommendations." 🔹 "A great team member who works diligently and independently on complex tasks. Would gladly work with him again." 𝐌𝐨𝐬𝐭 𝐍𝐨𝐭𝐚𝐛𝐥𝐞 𝐇𝐞𝐚𝐥𝐭𝐡𝐜𝐚𝐫𝐞 𝐀𝐈 𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬 🩺 𝐓𝐨𝐜𝐚 𝐇𝐞𝐚𝐥𝐭𝐡 𝐀𝐈 𝐏𝐨𝐰𝐞𝐫𝐞𝐝 𝐄𝐇𝐑 for Monitoring Patients and Managing Chronic Care Built: AI-driven care-plan engine, automated billing, IoT orchestration, and HIPAA-secure communication. Impact: Scaled for 500K+ doctors with 99.9% uptime. Tech: GPT Codex, Claude Code, AWS IoT · FastAPI · EHR Integrations · Generative AI · Tenovi · RingCentral 🛡️ 𝐂𝐨𝐧𝐧𝐞𝐱𝐆𝐮𝐚𝐫𝐝 𝐀𝐈 𝐏𝐨𝐰𝐞𝐫𝐞𝐝 𝐒𝐭𝐚𝐟𝐟 𝐌𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭 & 𝐂𝐨𝐦𝐩𝐥𝐢𝐚𝐧𝐜𝐞 in Nursing Facilities Built: AI platform for staff scheduling, compliance, and operational insights. Impact: 25% reduction in operational overhead. Tech: Django · React · CMS Compliance Layer · AWS · PostgreSQL 🧪 𝐃𝐌 𝐂𝐥𝐢𝐧𝐢𝐜𝐚𝐥 - 𝐀𝐈-𝐏𝐨𝐰𝐞𝐫𝐞𝐝 𝐅𝐢𝐧𝐝 𝐚𝐧𝐝 𝐒𝐜𝐫𝐞𝐞𝐧 𝐏𝐚𝐭𝐢𝐞𝐧𝐭𝐬 for Clinical Trials Built: Automated volunteer outreach and eligibility screening with AI-to-human handoff. Impact: Increased recruitment speed; reduced manual effort and cost-per-acquisition. Tech: Claude Code, Python · VAPI · Twilio · GPT-4 · AWS Lambda · PostgreSQL · CRM Integrations 𝐖𝐡𝐚𝐭 𝐒𝐞𝐭𝐬 𝐌𝐲 𝐖𝐨𝐫𝐤 𝐀𝐩𝐚𝐫𝐭 ✔ I don’t build demos. I build production-ready systems. Most freelancers stop at MVPs. I build systems that actually run in real environments. ✔ I focus on business outcomes, not just code. Others talk about models. I talk about cost reduction, revenue, and efficiency. ✔ I understand workflows, not just AI. It fails when it doesn’t fit into real operations. I design around real processes. ✔ I handle complex integrations (EHRs, APIs, data systems). Most freelancers avoid this. This is where real value is created. ✔ I build systems that scale, not break at growth. From day one, I think about 1 → 100 → 10,000 users. ✔ I design AI that works with humans, not replaces them blindly. Human-in-the-loop + automation = safer and more practical systems. ✔ I bring healthcare domain understanding (not just tech). HIPAA, workflows, patient data — this is rare and high-value. ✔ I can work independently without constant guidance. ✔ I think like a system architect, not a task-based developer. I actually design the full ecosystem, not just one feature. 𝐓𝐞𝐜𝐡𝐧𝐢𝐜𝐚𝐥 𝐈𝐧𝐭𝐞𝐫𝐨𝐩𝐞𝐫𝐚𝐛𝐢𝐥𝐢𝐭𝐲 & 𝐂𝐨𝐦𝐩𝐥𝐢𝐚𝐧𝐜𝐞 🔹Multi-agent LLM workflows (LangChain, LlamaIndex, CrewAI) 🔹FHIR/HL7, CMS-compliant healthcare data pipelines 🔹EHR/EMR integration (Epic, PCC, CharmHealth) 🔹PubMed-powered medical-grade RAG AI 🔹HIPAA-secure AWS deployments 𝐌𝐞𝐞𝐭 𝐍𝐞𝐮𝐫𝐎𝐎𝐜𝐞𝐚𝐧𝐬 𝐀𝐈 NeurOOceans AI helps businesses turn AI into measurable results. ✔50+ AI/ML engineers, Full-Stack developers & DevOps experts ✔Top Rated Plus on Upwork ✔Delivered $200K+ in client value ✔Specialized in Generative AI, AI SaaS, and enterprise automation

I hold a BS in Statistics and a Master’s in Statistics, with expertise in Statistical Data Analysis and Modelling, Data Science, Quantitative Research, Machine Learning, Deep Learning, Artificial Intelligence, and Algorithmic Trading. I am also skilled in Data Engineering, including ETL pipelines, data warehousing, API integration, and building scalable data workflows. As an experienced Statistician, Data Scientist, AI Developer, Machine Learning Specialist, Python Developer, Quantitative Analyst, and Algorithmic Trading Developer, I have worked on numerous projects across Statistics, Machine Learning, Deep Learning, AI development, Quantitative Finance, and automated trading systems. I specialize in PYTHON, R, SAS, STATA, SPSS, SQL, EXCEL, Google Data Studio,Looker Studio, and Ninjatrader, with strong capability in data pipelines and cloud-based engineering tools. I also build dynamic dashboards using TABLEAU, R Shiny, and POWER BI. I am skilled in academic writing, research reporting, and producing publication-ready documents. My analytical thinking, problem-solving skills, and development experience allow me to build complex applications, research solutions, and AI-driven systems across diverse fields. I’d be happy to offer you my services—feel free to contact me for an interview.