Most legal issues don’t arise from lack of knowledge, they come from missed deadlines, disorganized discovery, and inconsistent case management. I help law firms eliminate these risks by providing structured Legal Assistant and Litigation Paralegal support that keeps cases organized, compliant, and on track from start to finish. A mid-sized litigation firm contacted me after nearly missing a discovery deadline in a breach of contract case. The issue wasn’t legal knowledge. It was workflow breakdown: • Discovery requests were not properly tracked • RFP and RFA responses were incomplete • Case calendaring was inconsistent • Motion drafting was rushed • Document review was disorganized • No structured litigation support system was in place The attorney needed immediate Litigation Paralegal support, not theory, not templates but structured, deadline-driven execution. Within two weeks: ✔ Discovery responses were reorganized and finalized ✔ Motion drafting was structured and properly formatted ✔ Case management tracking was implemented ✔ Document indexing was cleaned and categorized ✔ Court filing preparation was streamlined ✔ Deadlines were calendared under civil procedure rules The result: The firm regained procedural control, reduced exposure to sanctions, and improved negotiation leverage before escalation. That is what effective Legal Paralegal and Litigation Support should do. Not just draft documents but stabilize cases. What Most Firms Are Actually Looking For: from reviewing hundreds of Litigation Support and Legal Assistant postings, firms typically need help with: • Legal Drafting (pleadings, motions, affidavits) • Legal Research (case law, statutory, procedural rules) • Discovery drafting (RFP, RFA, interrogatories) • Document Review & Document Analysis • Motion drafting support • Demand letters • Case management & calendaring • Trial preparation & exhibit organization • Contract drafting & contract review • Corporate documentation & compliance support They need someone who understands workflow, deadlines, formatting, and procedural accuracy. How I Support Litigation & Legal Work? I provide structured: LITIGATION SUPPORT • Drafting pleadings, motions, replies, and responses • Discovery preparation and review • RFP / RFA drafting • Deposition summaries • Document organization and trial bundles • Civil procedure support LEGAL RESEARCH & DRAFTING • Legal research and memorandum support • Contract drafting and redlining • NDA drafting • Commercial agreement review • Legal correspondence CORPORATE & CONTRACT DOCUMENTATION • Operating agreements • Shareholder agreements • Subscription agreements • Employment agreements • Compliance documentation I do not provide legal representation. I provide organized, professional Legal Paralegal and Litigation Support that integrates directly into your workflow. If You Need: ✔ Litigation Paralegal ✔ Legal Assistant support ✔ Legal Research ✔ Legal Drafting ✔ Discovery support ✔ Motion drafting assistance ✔ Contract drafting or review ✔ Case management support Send a message outlining your matter, deadlines, and jurisdiction. Let’s bring structure and precision to your case. Time-sensitive matter? Ready to hire immediately? Click “Hire” and let’s secure your legal foundation properly. keywords: Legal, Paralegal, Litigation, Legal Assistant, Litigation Support, Legal Research, Legal Drafting, Legal Writing, Case Management, Civil Procedure, Court Procedures, Document Review, Document Analysis, Draft Documentation, Discovery, RFP Preparation, RFA Preparation, Interrogatories, Motion Drafting, Pleadings, Affidavits, Deposition Summary, Trial Preparation, Exhibit Preparation, Demand Letters, Discovery Management, Court Filing, E-Filing, Deadline Tracking, Service of Process, Contract Drafting, Contract Review, Contract Law, Corporate Law, NDA Drafting, keywords: Legal, Paralegal, Litigation, Legal Assistant, Litigation Support, Legal Research, Legal Drafting, Legal Writing, Case Management, Civil Procedure, Court Procedures, Document Review, Document Analysis, Draft Documentation, Discovery, RFP Preparation, RFA Preparation, Interrogatories, Motion Drafting, Pleadings, Affidavits, Deposition Summary, Trial Preparation, Exhibit Preparation, Demand Letters, Discovery Management, Court Filing, E-Filing, Deadline Tracking, Service of Process, Contract Drafting, Contract Review, Contract Law, Corporate Law, NDA Drafting, Commercial Agreements, Operating Agreements, Shareholder Agreements, Compliance Documentation, Legal Calendaring, Case Tracking, Litigation Workflow, Trial Bundle Preparation, Document Indexing, Evidence Organization, Legal Memorandum Support, Legal Formatting, Procedural Rules, Court Compliance, Legal Templates, Legal Administration, Family Law, Civil Litigation, Personal Injury, Corporate Litigation, Real Estate Law, Arbitration Support, Federal Court Support, State Court Sup

Hi! I’m an AI-focused full stack and automation developer. I combine web and mobile development with smart automation to build products that are 𝘃𝗶𝘁𝗮𝗹, 𝗶𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝘁, 𝗮𝗻𝗱 𝘀𝗰𝗮𝗹𝗮𝗯𝗹𝗲. 𝗛𝗲𝗿𝗲’𝘀 𝘄𝗵𝗮𝘁 𝗜 𝗱𝗼: - Build web and mobile apps using MERN stack, Next.js, React Native, Django, Flask, PostgreSQL, MySQL, Firebase, and AWS - Automate business workflows using Python, Node.js, n8n, Zapier, Make, Airflow, and AI - Integrate AI features like chatbots, recommendation engines, predictive analytics, and AI voice agents Industries I work with include SaaS, e-commerce, fintech, health and wellness, logistics, marketing, insurance, real estate, social platforms, and IoT 𝗪𝗵𝘆 𝗵𝗶𝗿𝗲 𝗺𝗲: - I deliver end-to-end solutions from development to automation and AI - I focus on user-friendly, maintainable, and scalable systems - I help businesses save time, reduce costs, and grow using technology 𝗧𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝗶𝗲𝘀 𝗜 𝘂𝘀𝗲: React.js, Next.js, Node.js, Express.js, MongoDB, PostgreSQL, MySQL, Firebase, React Native, Django, Flask, AWS (Lambda, S3, EC2), Python, OpenAI, n8n, Zapier, Make, REST API, GraphQL, WebSocket, OAuth2, AI/ML, TTS/STT

With hands-on expertise in GoHighLevel, I build powerful CRM pipelines, automated workflows, and lead nurturing systems that save time and convert more clients. Whether you need a fully set-up GHL account, automated follow-up sequences, or a sales funnel that actually works, I've got you covered. On the creative side, I craft high-retention scripts for YouTube, podcasts, ads, and voice-overs,built to hook audiences, hold attention, and drive action. What I offer: 🪐 GoHighLevel setup, customization & management 🌍 CRM pipeline building & optimization 🦾 Marketing automation & workflow design 📺 Engaging YouTube & voice-over scripts 🎥Horror/niche content scriptwriting I don't just deliver work,I deliver results. If you're looking for a reliable, detail-oriented freelancer who understands both the technical and creative sides of your business, let's work together. Your growth is my goal. KHAMIS

Recently completed AI voice automation projects that helped businesses answer every call, qualify leads automatically, book appointments, and keep their CRM updated without adding more staff. From dental clinics and med spas to home service companies, I build AI phone systems that sound natural, respond quickly, and integrate seamlessly with the tools your business already uses. If missed calls, slow response times, manual scheduling, or repetitive customer questions are costing you opportunities, I can help automate those workflows with an AI receptionist built around your business. I don't build demos that only work in testing. I build production-ready AI voice systems that handle real customer conversations, reduce administrative work, and give your team more time to focus on high-value tasks. I can help you build: * AI Receptionists for inbound call handling * AI Voice Agents for outbound follow-up and lead qualification * Appointment booking and rescheduling systems * Customer support voice assistants * AI phone systems for service businesses * Missed-call recovery workflows * CRM automation and lead management * AI call routing and human handoff * Voice AI integrated with your existing business tools Every solution is designed around how your business actually operates. Whether someone is calling to schedule an appointment, request a quote, ask about your services, or follow up on a previous inquiry, the AI is built to guide the conversation naturally while collecting accurate information and triggering the right automation behind the scenes. My typical workflow includes: * Understanding your current call handling process * Designing conversation flows that feel natural * Building AI voice logic for common customer scenarios * Connecting calendars and booking systems * Integrating your CRM * Automating follow-up emails and SMS * Testing real-world call scenarios * Optimizing conversations after deployment I work with modern Voice AI and automation platforms including: * Retell AI * Vapi AI * Twilio * GoHighLevel * OpenAI * ElevenLabs * n8n * Makecom * Google Calendar * HubSpot * Salesforce * Calendly * APIs and Webhooks Recent projects have included: * AI receptionist for a dental clinic that answers patient calls, schedules appointments, handles cancellations, and updates GoHighLevel automatically. * AI voice assistant for a med spa that qualifies new leads, books consultations, sends confirmations, and follows up with missed callers. * AI phone system for a home services company that reduced missed after-hours calls and automatically routed new jobs into the CRM. * Outbound AI voice agent that contacts leads, qualifies prospects, and schedules appointments without manual intervention. I build systems with reliability in mind. That means handling missed calls, duplicate bookings, interrupted conversations, calendar conflicts, webhook failures, and low-confidence AI responses before they become business problems. When the AI shouldn't answer, it escalates the conversation to a human instead of guessing. Industries I commonly work with include: * Dental Clinics * Med Spas * Healthcare Practices * Home Services * Plumbing * HVAC * Roofing * Real Estate * Legal Services * Marketing Agencies If you're looking for an AI Voice Agent Developer who can build an AI receptionist that sounds natural, integrates with your existing systems, and helps your business capture more opportunities without increasing administrative workload, I'd be happy to discuss your project. Retell AI Developer, Retell AI Expert, Retell AI Voice Agent, Retell AI Integration, Retell AI Automation, Retell AI Receptionist, Retell AI Specialist, Retell AI Setup, Retell AI Consultant, Retell AI Engineer, Retell AI API, Retell AI Voice Bot, Retell AI Inbound, Retell AI Outbound, Retell AI Calling, Retell AI Configuration, Retell AI Deployment, Retell AI Solutions, Retell AI Architecture, Retell AI Flow Design, Retell AI Twilio Integration, Retell AI CRM Automation, Retell AI Appointment Booking, Retell AI Lead Qualification, Retell AI Call Handling, Retell AI Prompt Engineering, Retell AI Custom Agent, Retell AI LLM Integration, Retell AI Webhook Setup, Retell AI Live Agent Routing, Vapi AI Developer, Vapi Expert, Vapi AI Voice Agent, Vapi Integration, Vapi Automation, Vapi AI Receptionist, Vapi Specialist, Vapi Setup, Vapi Consultant, Vapi Engineer, Vapi API Integration, Vapi Voice Bot, Vapi Inbound Calling, Vapi Outbound Calling, Vapi Voice Automation, Vapi Configuration, Vapi Deployment, Vapi Solutions, Vapi Architecture, Vapi Call Logic, Vapi Twilio Setup, Vapi CRM Integration, Vapi Appointment Setting, Vapi Lead Qualification, Vapi Call Handling, Vapi Prompt Engineering, Vapi Custom Voice Agent, Vapi LLM Setup, Vapi Webhooks, Vapi Assistant Development, AI Voice Agent Developer, AI Voice Agent Expert, AI Voice Agent Integration, AI Voice Agent Automation, AI Voice Agent

When legal and financial work come together, accuracy, confidentiality, and organization matter. I help law firms, finance professionals, lenders, fintech companies, and businesses stay organized by providing reliable banking documentation, legal administrative support, credit-related support, compliance documentation (KYC/AML), record management, billing support, and day-to-day administrative assistance. Hi, I'm Vero. My journey into this role started in the banking industry, where I work closely with customer accounts, compliance processes, transaction reviews, financial documentation, and internal records. That experience taught me the importance of accuracy, following procedures, protecting confidential information, and keeping records properly organized. HOW I CAN SUPPORT YOUR TEAM ✔ Banking & Financial Documentation * Prepare, review, organize, and maintain banking records, financial documents, internal reports, account documentation, and supporting files. ✔ Credit Analysis Support * Review credit reports and financial documents, organize supporting information, assist with credit-related documentation, and help maintain accurate lending and credit files. ✔ Loan & Lending Documentation * Organize loan files, lending documents, supporting paperwork, and client records to ensure everything is complete and easy to access. ✔ Compliance (KYC & AML) Support * Assist with customer onboarding, KYC documentation, AML checks, due diligence support, compliance records, and document verification. ✔ Legal Documentation * Prepare, format, proofread, and organize contracts, agreements, legal correspondence, and other legal documents. ✔ Client Onboarding & File Management * Set up new client files, organize documents, maintain digital filing systems, and ensure records are easy to retrieve whenever needed. ✔ Billing & Financial Record Support * Track invoices, expenses, payment records, and billing information while keeping financial documents accurate and organized. ✔ Calendar, Email & Administrative Support * Manage calendars, coordinate meetings, organize emails, prepare reports, and provide general administrative support to keep daily operations running efficiently. ✔ Legal Research * Conduct online research, gather information, summarize findings, and support legal or financial projects with accurate information. KEY STRENGTHS ✔ Professional banking experience ✔ Strong attention to detail and accuracy ✔ Understanding of banking operations and legal administrative processes ✔ Experience handling confidential financial information ✔ Organized and structured workflow ✔ Clear and professional communication ✔ Strong document management and record-keeping skills ✔ Deadline management and proactive follow-up ✔ Fast learner who adapts quickly to new systems and processes TOOLS & SYSTEMS • Microsoft Excel • QuickBooks • Xero • Wave Accounting • Clio • MyCase • CaseText • Microsoft Office (Word, Excel, Outlook, PowerPoint) • Google Workspace (Docs, Sheets, Drive, Gmail, Calendar) • Asana • Trello • Notion • Microsoft Teams • Zoom • Google Meet WHY WORK WITH ME I understand that legal and financial work requires accuracy, confidentiality, and good organization. Whether you need ongoing administrative support or help with a specific project, I'm committed to delivering reliable work, communicating clearly, and helping your team stay organized and productive. If you're looking for a Banking & Finance Legal Assistant who understands both banking operations and legal administration, I'd love to discuss how I can support your business. Feel free to send me an invitation to your project.

Looking to automate lead generation, sales, and communication using AI and GoHighLevel? I help agencies and businesses scale using Voice AI receptionists, GoHighLevel (GHL) workflow automation, AI chatbots, and CRM/email automation systems built with n8n, Make com (Integromat), Zapier, GoHighLevel, VAPI AI, and Retell AI. I'm a GoHighLevel expert, Voice AI Agent Developer, and marketing automation specialist with hands-on experience building AI calling agents, AI receptionists, missed-call text-back systems, review/reputation automation, CRM setups, and sales funnels that actually convert. 💬 TESTIMONIALS ⭐⭐⭐⭐⭐ "Clear communication, strong automation skills, and excellent delivery. The workflows and AI agent worked perfectly." ⭐⭐⭐⭐⭐ "Very knowledgeable with GoHighLevel, n8n automation, and email automation. Highly recommended." WHAT I DO I design and implement end-to-end automation systems that connect your tools, reduce manual work, and increase revenue from GHL workflows and pipelines to email sequences, SMS follow-up, and voice AI call flows. I work inside GoHighLevel CRM (workflows, pipelines, calendars, forms, surveys, custom fields/values, tags, smart lists, snapshots, SaaS mode, LeadConnector, A2P/10DLC/Twilio setup), plus HubSpot, ActiveCampaign, Klaviyo, Mailchimp, Brevo, Instantly AI, Smartlead, Clay, and Apollo. Clients hire me when they need: ✅ A GHL expert who can build, audit, and fix broken workflows/automations, not just basic setup ✅ Voice AI receptionists (VAPI, Retell ai, ElevenLabs) that qualify leads, handle missed calls, and book appointments ✅ Missed-call text-back, instant lead follow-up, and Facebook/Google lead-form-to-CRM automation ✅ AI-powered chatbots and Conversation AI configured inside GHL or via OpenAI/Claude API ✅ Reliable multi-channel email + SMS nurture sequences, reactivation campaigns, and Google review automation ✅ Clean GHL/ClickFunnels landing pages, websites, and funnels (mobile-responsive, tracking-ready) ✅ n8n / Make com / Zapier workflows connecting GHL to outside tools via API, webhooks, and custom code ✅ Pipeline architecture, tagging strategy, custom values, and reporting dashboards clients can actually use CORE SERVICES ☑️ GoHighLevel setup, workflow & automation build, CRM architecture, snapshots ☑️ Voice AI Agent (VAPI, Retell ai) & AI receptionist / appointment-booking agent ☑️ AI chatbot & Conversation AI configuration inside GHL ☑️ n8n automation & n8n AI agent workflows ☑️ Make com / Zapier automation & webhook integration ☑️ Missed-call text-back, SMS automation, lead routing & distribution ☑️ Email marketing, email sequences, newsletters (Klaviyo, Mailchimp, Brevo, Omnisend, ActiveCampaign) ☑️ CRM setup & CRM automation (GHL, HubSpot, ActiveCampaign, Pipedrive, Zoho) ☑️ Google review / reputation management automation ☑️ Sales funnels, landing pages, GHL websites, ClickFunnels ☑️ API integrations, custom code (HTML/CSS/JS), OpenAI & Claude API workflows ☑️ Client onboarding systems, SOPs, Loom documentation & handoff INDUSTRIES I'VE WORKED WITH Home services (roofing, HVAC, plumbing), real estate, med spas, coaching/consulting, e-commerce, agencies managing multiple sub-accounts/clients. WHY CLIENTS CHOOSE ME ✔️ Automation-First Strategy, I don't just "set things up," I build systems that scale ✔️ Deep GHL Expertise, workflows, triggers, pipelines, snapshots, AI features, not surface-level ✔️ AI + Automation Fluency, voice AI, chatbots, custom AI workflows via API ✔️ Clean Integrations, no broken webhooks, no duplicate tags, documented handoffs ✔️ Fast, Clear Communication, daily updates, proactive fixes, no guesswork My goal is simple: build automation that works, scales, and makes you money, whether that's a single fix or a full fulfillment system for hundreds of clients. 📞 LET'S GET STARTED Message me or invite me to your job. I'll review your current GHL/CRM setup and show you exactly how AI agents, workflow automation, and voice AI can transform your business. Best regards, John GoHighLevel Expert | Voice AI Agent Developer | n8n & Make com Automation Specialist GoHighLevel Automation,GoHighLevel CRM Automation,GoHighLevel Sales Funnel,GoHighLevel Workflow Design,GHL AI Agents,GoHighLevel SaaS Configuration,GoHighLevel Landing Page Design,GoHighLevel Email Marketing,GoHighLevel Email Automation,GoHighLevel Integrations,GoHighLevel Snapshot Creation and Setup,GoHighLevel Membership Setup,GoHighLevel Appointment and Opportunity Management,GoHighLevel Calendar Setup,GoHighLevel Subaccount Setup,GoHighLevel Community Setup,GoHighLevel Store Design,GoHighLevel WordPress Templates in GHL,GoHighLevel Email Campaign Setup,GoHighLevel Email Configuration,GoHighLevel,GoHighLevel Expert,GoHighLevel Funnel,GHL Website,GoHighLevel Automation,GoHighLevel CRM,GHL Sales Funnel,GoHighLevel Landing Page,GoHighLevel Workflow,GoHighLevel SaaS,GoHighLevel Integrations,GoHighLevel Email Marketing,GHL AI Agents,HighLevel

𝗠𝗼𝘀𝘁 𝗔𝗜 𝗱𝗲𝗺𝗼𝘀 𝘄𝗼𝗿𝗸. 𝗠𝗼𝘀𝘁 𝗔𝗜 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝘀 𝗱𝗼𝗻'𝘁, 𝗮𝘁 𝗹𝗲𝗮𝘀𝘁 𝗻𝗼𝘁 𝗽𝗮𝘀𝘁 𝘁𝗵𝗲 𝗳𝗶𝗿𝘀𝘁 𝗺𝗼𝗻𝘁𝗵 𝗶𝗻 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻. That gap is exactly where I spend my time. For the 𝗽𝗮𝘀𝘁 𝟳+ 𝘆𝗲𝗮𝗿𝘀 I have been building the systems that sit between a promising model and a product that clients actually pay for and keep using. The demo is never the hard part. I have watched a lot of AI projects stall out between "the prototype works' and 'we're ready to ship." The model is fine. The problem is everything around it, the data pipeline that breaks on real inputs, the latency that kills UX, the retrieval system that returns the wrong chunk 20% of the time, the deployment that no one can maintain three months later. That's the work I do. Not just training models but designing the full system that makes a model usable inside a real product. 𝗢𝘃𝗲𝗿 𝘀𝗲𝘃𝗲𝗻 𝘆𝗲𝗮𝗿𝘀 𝗜'𝘃𝗲 𝗯𝘂𝗶𝗹𝘁 𝗮𝗻𝗱 𝘀𝗵𝗶𝗽𝗽𝗲𝗱: - LLM applications and AI copilots embedded inside SaaS products - Retrieval-Augmented Generation (RAG) pipelines with semantic search and structured citation - AI assistants and conversational agents with memory, tool use, and multi-step reasoning - Document intelligence systems that extract, classify, and summarize at scale - AI automation pipelines that connect language models to internal APIs and workflows - Knowledge base systems that stay current as source data changes - Predictive AI platforms for customer behavior, demand forecasting and risk scoring Most of those started with a client who had already tried something that didn't quite work. I've learned that the first conversation is usually more useful than the first line of code like understanding what failed, why it failed, and what the product actually needs to do is half the engineering work. From there I work across the full stack: architecture, data pipelines, model selection and fine-tuning, API design, vector store setup, evaluation, deployment and monitoring. I write documentation that your team can actually use when I'm not around. 𝗜𝗳 𝘆𝗼𝘂'𝗿𝗲 𝗯𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝘀𝗼𝗺𝗲𝘁𝗵𝗶𝗻𝗴 𝘄𝗵𝗲𝗿𝗲 𝗔𝗜 𝗶𝘀 𝘁𝗵𝗲 𝗰𝗼𝗿𝗲 𝗽𝗿𝗼𝗱𝘂𝗰𝘁 𝗯𝘂𝘁 𝗻𝗼𝘁 𝗮 𝗳𝗲𝗮𝘁𝘂𝗿𝗲 𝘆𝗼𝘂'𝗿𝗲 𝗯𝗼𝗹𝘁𝗶𝗻𝗴 𝗼𝗻, 𝘀𝗼 𝗹𝗲𝘁'𝘀 𝘁𝗮𝗹𝗸 𝗮𝗯𝗼𝘂𝘁 𝘄𝗵𝗮𝘁 𝗶𝘁 𝘁𝗮𝗸𝗲𝘀 𝘁𝗼 𝗴𝗲𝘁 𝗶𝘁 𝗶𝗻𝘁𝗼 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝗮𝗻𝗱 𝗸𝗲𝗲𝗽 𝗶𝘁 𝘁𝗵𝗲𝗿𝗲. 𝗖𝗼𝗿𝗲 𝗘𝘅𝗽𝗲𝗿𝘁𝗶𝘀𝗲: - Generative AI & LLM Systems - OpenAI GPT-4 / GPT-4o, Claude (Anthropic), LLaMA 2 & 3, Mistral, Gemini - LangChain, LlamaIndex, LangGraph, agent orchestration and chain design - RAG pipeline architecture with chunking strategies, hybrid search, reranking - Prompt engineering, few-shot design, chain-of-thought structuring - Fine-tuning with LoRA and QLoRA on domain-specific datasets - Multi-agent systems, tool-use and autonomous workflow design 𝗩𝗲𝗰𝘁𝗼𝗿 𝗗𝗮𝘁𝗮𝗯𝗮𝘀𝗲𝘀 & 𝗔𝗜 𝗦𝗲𝗮𝗿𝗰𝗵: - Pinecone, Weaviate, Qdrant, ChromaDB, FAISS - Semantic and hybrid search, embedding pipelines, dense retrieval -pgvector for Postgres-native vector search, Elasticsearch for full-text and semantic hybrid 𝗔𝗜 𝗜𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲 & 𝗕𝗮𝗰𝗸𝗲𝗻𝗱 - Python as primary language across all AI and backend work - FastAPI for production AI APIs, async endpoints, streaming responses - Docker, Kubernetes as containerized deployment and orchestration - REST APIs, WebSockets, microservice design for AI-first architectures 𝗠𝗟 & 𝗗𝗮𝘁𝗮 𝗦𝘆𝘀𝘁𝗲𝗺𝘀: - PyTorch, TensorFlow, Hugging Face Transformers - Scikit-learn, XGBoost, LightGBM for structured data and ensemble models - NLP systems: classification, NER, summarization, semantic search - Deep learning: CNNs, Transformers, encoder-decoder architectures 𝗖𝗹𝗼𝘂𝗱 & 𝗠𝗟𝗢𝗽𝘀: - AWS SageMaker, GCP Vertex AI, Azure ML for training, deployment, endpoints - MLflow, Weights & Biases as experiment tracking, model registry - Airflow, Kubeflow for pipeline orchestration and scheduling - CI/CD for ML, automated retraining, drift detection, model monitoring 𝗛𝗼𝘄 𝗜 𝗪𝗼𝗿𝗸: I approach every AI project the way a product engineer would like starting with what the system needs to do for the end user, not what the model is technically capable of. That means thinking about data flow before model selection, latency before accuracy and maintainability before cleverness. A model that's 2% less accurate but 10x easier to monitor and retrain is usually the better product decision. I've found that clients who care about those tradeoffs are the ones who end up with AI that actually sticks around. I document, I handoff cleanly, and I don't build black boxes. If you need to understand what was built and why or if your team needs to extend it later; that's part of what I deliver.

Mechatronic Engineer with more than 7 years of experience specializing in solar energy. He is currently the Founder and Director of his venture dedicated to designing, constructing, and selling various products made from recycled skateboards. He has also served as a Service Engineer in the medical area.

As a freelance developer, I am a specialist in Microsoft Office applications with over 25 years of experience including macro coding with VBA (Visual Basic for Applications). I am also skilled in database design and development with Microsoft Access or SQL Server, and I have very recent experience with Google sheets data management and scripting with Apps Script. Working independently or with your team, I can help you with tasks such as Access database design and development or maintenance, Microsoft Office and Google scripting and automation, creating or modifying spreadsheets with formulas and formatting, and Microsoft Word document organization, formatting and scripting. I can perform conversions such as PDF to Excel with Python and web scraping using Python and libraries such as Beautiful Soup. I am a skilled technical writer and will fully document the work I do, including user instructions, when required. My project portfolio below includes three Access database projects, a Google Sheets project with scripting, two projects with automation for both Excel and Word, two additional Excel and another Word automation project, an Excel design project, an XML conversion project, and a web scraping project. My extensive IT experience includes .NET software development for Windows servers and desktops and SQL databases. In my most recent full time position, I designed and developed an application using OCR to locate key information such as party names on printed real estate and other legal documents handled by city and county clerks. Now in use by many customers, the application facilitates automatic verification of the names submitted electronically with the documents or keyed by a data entry person. The development language was C# and the database is SQL Server running as a service under Windows. The code reads XML output from an OCR process and uses extensive regular expression coding to locate information and format it for database storage. A project in my portfolio below includes automation with Excel of the regression testing for this application. I have developed WPF/XAML desktop applications with C# and with WinForms using C# and VB. I also have developed web applications using JavaScript, AJAX, HTML and CSS with backend database access to SQL server coded using C#. I developed one application with React, a copy of the popular Wordle game, using an external API. Throughout my career I have leaned and applied skills such as software architecture, object oriented design and development, database design, technical writing, and problem solving. If you hire me for your project, I promise that I will always pay close attention to the details and accuracy to make sure that the result meets your requirements. Before starting a project, I will listen or read carefully to make sure I understand those requirements, and my written and spoken communication with you will be in clear and precise English. My hourly rate quoted in this profile is negotiable. If my skills are a match for your needs please send me an invitation and I will respond right away.

𝗪𝗵𝘆 𝘀𝘁𝗿𝘂𝗴𝗴𝗹𝗲 𝘄𝗶𝘁𝗵 𝗳𝗿𝗮𝗴𝗺𝗲𝗻𝘁𝗲𝗱 𝗰𝗹𝗶𝗻𝗶𝗰𝗮𝗹 𝘄𝗼𝗿𝗸𝗳𝗹𝗼𝘄𝘀 𝘄𝗵𝗲𝗻 𝗔𝗜-𝗱𝗿𝗶𝘃𝗲𝗻, 𝗰𝗼𝗺𝗽𝗹𝗶𝗮𝗻𝘁 𝘀𝘆𝘀𝘁𝗲𝗺𝘀 𝗰𝗮𝗻 𝗲𝗹𝗶𝗺𝗶𝗻𝗮𝘁𝗲 𝗯𝘂𝗿𝗻𝗼𝘂𝘁 𝗮𝗻𝗱 𝗶𝗺𝗽𝗿𝗼𝘃𝗲 𝗽𝗮𝘁𝗶𝗲𝗻𝘁 𝗼𝘂𝘁𝗰𝗼𝗺𝗲𝘀? I partner with healthtech companies and providers to build secure, scalable, and interoperable software. By leveraging AI, FHIR standards, and strict HIPAA compliance, I transform complex clinical data into intuitive, life-saving digital experiences. 𝐇𝐨𝐰 𝐈 𝐃𝐞𝐥𝐢𝐯𝐞𝐫 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐈𝐦𝐩𝐚𝐜𝐭 𝐢𝐧 𝐇𝐞𝐚𝐥𝐭𝐡𝐜𝐚𝐫𝐞 𝐓𝐞𝐜𝐡: ➤ FHIR & EHR Interoperability Architect and implement HL7 FHIR APIs to seamlessly integrate Electronic Health Records (EHR), ensuring smooth, bi-directional data exchange across Epic, Cerner, and custom clinical systems. ➤ Clinical AI & LLM Integration Develop HIPAA-compliant AI agents and LLM workflows that automate clinical documentation, summarize complex patient histories, and assist in diagnostic decision support without compromising data privacy. ➤ Scalable Backend Engineering Build robust, high-performance backend services using Python (FastAPI/Django) and Node.js, specifically designed to handle massive volumes of sensitive patient data with zero downtime. ➤ HIPAA & Security by Design Embed strict compliance into the SDLC from day one. Implement end-to-end encryption, role-based access control (RBAC), comprehensive audit logging, and secure cloud infrastructure (AWS/Azure/GCP). ➤ Health Data Analytics & RAG Engineer Retrieval-Augmented Generation (RAG) pipelines over clinical databases, enabling providers and researchers to securely query complex medical records and literature using natural language. ➤ Patient-Centric Application Development Design and deploy secure patient portals, telehealth platforms, and mobile health (mHealth) apps that improve patient engagement, streamline scheduling, and enhance the overall care journey. ✅ Why Clients Trust My Work: - Deep Healthcare Domain Knowledge: I don't just write code; I understand clinical workflows, billing cycles (RCM), and the nuances of healthcare data standards (HL7, FHIR, DICOM). - Uncompromising Security & Compliance: Every line of code is written with HIPAA, SOC 2, and HITRUST frameworks in mind, ensuring your product is audit-ready and patient-safe. - Modern Tech Stack Mastery: I combine traditional healthcare integration expertise with cutting-edge AI, Python, and Node.js to build future-proof healthtech solutions. - Outcome-Driven Engineering: I focus on measurable clinical and business outcomes—reducing physician burnout, improving patient care, and accelerating time-to-market. 📂 Recent HealthTech Projects: - AI Clinical Scribe: Built an ambient AI listening tool that transcribes doctor-patient conversations and auto-generates structured SOAP notes directly into the EHR. - FHIR Data Aggregator: Engineered a centralized FHIR server that aggregates patient records from multiple disparate EHRs, providing a unified 360-degree view for care teams. - Secure Telehealth Platform: Developed a HIPAA-compliant, real-time video consultation and e-prescribing platform using Node.js and WebRTC. - Medical Research Assistant: Created a secure RAG application allowing researchers to query millions of anonymized clinical trials and patient datasets using natural language. - Automated RCM Pipeline: Designed a Python-based backend that automates medical coding, claims scrubbing, and denial management, reducing revenue cycle delays by 40%.