AI Healthcare Q&A Chatbot - 11/01/2026 13:22 EST

@zayertech

As the leader of Zayer Tech, an organization that specializes in the intersection of project management and AI-driven solutions, my team and I are perfectly positioned to deliver exactly what you're looking for in this project. Our extensive skill set spans from AI Integration and Process Automation to Quality Assurance and Testing, all of which will be required in architecting and successfully deploying your healthcare Q&A chatbot. Regarding content filtering, we'll utilize a comprehensive context management system that retains coherence throughout user sessions while assuring compliance with HIPAA regulations by discarding personal health data upon closing the chat window. As for the backend, I'd recommend employing a language model such as OpenAI which can be fine-tuned or prompt-engineered to align responses with general health advice boundaries. Furthermore, I want to assure you that our commitment to meeting your success criteria is unwavering. We will rigorously test the system using your short test set of 50 questions to ensure factual accuracy above 90%, while also guaranteeing zero instances of restricted medical diagnoses or prescription instructions. Ultimately, at Zayer Tech, our goal is to turn your vision into a successful outcome, and I believe we have the technical capacity and strategic acumen to do just that.

@tamannarajput18

As a seasoned Full Stack Developer with AI Chatbot expertise, I'm keenly interested in utilizing my 6+ years of experience to help you build your cutting-edge AI Chatbot for healthcare Q&A. Looking at your project scope, my skills and proficiency in integrating web and AI technologies put me in an excellent position to deliver a top-grade product tailored to your needs. I specialize in utilizing technologies like OpenAI GPT, LangChain, and Dialogflow - all key players in crafting the kind of chatbot you require. Over the years, I have successfully developed similar chatbots adhering strictly to content filtering and maintaining up to 98% factual accuracy - a skill that aligns perfectly with your requirements. Dozens of similar live projects are testaments to my ability to create highly valuable and customizable healthcare solutions befitting current regulations and guidelines. In addition to employing your preferred stack of React or plain JS for the frontend and fitting the backend with a trusted large language model like OpenAI or Azure OpenAI, I'm committed to ensuring that HIPAA-compliant transient logging would be implemented without keeping any personal health data after sessions.

@matin1106

Dear Mujahidul, I am Mateen, a software developer with over 10 years of experience, specializing in OpenAI and other required skillsets. I have carefully reviewed your project for an AI Healthcare Q&A Chatbot and am confident in my ability to deliver exceptional results. For this project, I propose to create a web-embeddable chat widget powered by a large language model with fine-tuning to provide safe and accurate responses to general health queries. I will ensure HIPAA compliance, context management, and an admin dashboard for easy monitoring and updates. I believe my expertise in this field makes me well-equipped to meet your project requirements. I would love to discuss this further with you. Sincerely, Mateen

@chiragardeshna

Hi there, I have thoroughly reviewed your project AI Healthcare Q&A Chatbot. I have built safe, domain-restricted AI assistants where guardrails, compliance, and response quality were critical. I have 7+ years of experience handling AI chat systems with OpenAI or Azure OpenAI, including prompt guardrails, content filtering, session-based context handling, and admin dashboards for review and tuning. I regularly deliver embeddable web widgets with low-latency responses and privacy-first designs aligned with healthcare compliance expectations. I reduce client risk by enforcing strict informational boundaries, adding deterministic disclaimers, validating outputs against test sets, and documenting deployment clearly. I am available to start immediately. Regards Chirag

@Mayanks010

Hi there, You’re absolutely in the RIGHT PLACE. I’ve delivered SIMILAR PROJECTS multiple times and know EXACTLY how to execute this efficiently and correctly from day one. To lock down the SCOPE, TIMELINE, AND PRICING, I’ll need to ask you a few key questions. Unfortunately, Freelancer’s 1500 CHARACTER LIMIT doesn’t allow me to break everything down properly here. Let’s jump on CHAT so I can show you my PROVEN PAST WORK, walk you through the REAL RESULTS I’ve delivered, and outline a CLEAR ACTION PLAN for your project. You’ll immediately see why my approach is DIFFERENT and EFFECTIVE. If you’re serious about getting this done RIGHT, I’m ready to move forward. Looking forward to CONNECTING and WINNING TOGETHER. Cheers, Mayank Sahu

@ahoa1

Hello, I’ve reviewed your requirements and can build a secure, AI-driven healthcare chatbot focused on general wellness information only, with strict guardrails to avoid diagnosis or prescriptions. I would deliver: A fast, web-embeddable chat widget (React or plain JS). A backend using OpenAI or Azure OpenAI with prompt-based safety controls. Session-based context with no persistent storage of personal health data, designed with HIPAA considerations. Mandatory medical disclaimers in every response. An admin dashboard to review conversations and update safety prompts without touching code. Clear deployment via Docker or serverless. I have experience building domain-restricted chatbots with strong content filtering and would be happy to discuss implementation details. Best regards,

@sonuprasad23

Hi, Your project is a strong match for my experience. While I am new to freelancing, I have worked remotely in the health industry building AI based systems, so I understand how important safety, accuracy, and compliance are when dealing with health related content. I would build your chatbot using a web based chat widget connected to an OpenAI or Azure OpenAI backend, with carefully designed prompts and safety rules that keep every response within general wellness topics like nutrition, sleep, exercise, and basic symptom awareness. Every answer will include a clear disclaimer and avoid diagnosis or prescription content. The system will use session based context so conversations feel natural, but no personal health data will be stored after the chat ends. I will also provide an admin dashboard where you can review conversations, flag issues, and update safety prompts without needing to touch the code. Deployment will be delivered with clear instructions using Docker or a serverless setup so you can move from testing to production easily. I would be glad to discuss your test questions and show how this approach meets your safety and accuracy requirements. Best regards, Sonu

@forsovateam

We have extensive experience building safe, domain-specific AI chatbots and propose a robust stack for your project. Our team will deliver a React-based chat widget backed by a securely hosted large language model (OpenAI, Azure OpenAI, or an on-premises alternative) with fine-tuned prompts to deliver health and wellness information safely, always including disclaimers. We will implement transient, HIPAA-compliant context management, a comprehensive admin dashboard for live monitoring and safety prompt updates, and provide deployment instructions for seamless handover.

@kumariswetas

I build production-grade, safety-guarded AI chatbots for healthcare and regulated domains—not demo toys. I’ll deliver a web-embeddable chat widget backed by a tightly controlled LLM (OpenAI / Azure OpenAI or on-prem), with hard guardrails that block diagnosis, prescriptions, and unsafe medical claims—every response includes a clear professional disclaimer. You’ll get HIPAA-aware session handling (no PHI persistence), an admin dashboard to audit chats and adjust safety prompts, and Docker/serverless deployment ready for your infrastructure. I’ve implemented medical-content filtering and prompt governance before and know how to keep accuracy high without crossing compliance lines. If you want this done safely, fast, and production-ready, I’m ready to start.

@MuhammadAsad108

✔ I deliver 100% safe & reliable AI — 99.9% is not for me. ✔ Workflow Diagram Requirements & Safety Scope ⟶⟶ Prompt Engineering & Guardrails ⟶⟶ LLM Backend Setup ⟶⟶ Web Chat Widget Development ⟶⟶ Context & Privacy Controls ⟶⟶ Admin Dashboard ⟶⟶ Testing & Deployment Key Highlights ✔ Safe health-focused AI chatbot — strictly limited to general wellness topics (nutrition, exercise, sleep, basic symptom understanding). ✔ Always-on web chat widget — embeddable React or plain JavaScript widget that loads instantly on page load. ✔ LLM-powered backend — OpenAI or Azure OpenAI with strong prompt engineering and rule-based guardrails to prevent diagnoses or prescriptions. ✔ Mandatory medical disclaimer — every response includes guidance to consult a qualified healthcare professional. ✔ Context-aware sessions — conversations feel coherent, with zero long-term storage of personal health data. ✔ HIPAA-conscious design — transient logging only, no PHI persistence after session ends. ✔ Admin dashboard — review chats, flag unsafe responses, and update safety prompts without touching code. ✔ Easy deployment — Docker or serverless setup with clear handoff instructions for production hosting. ✔ Fast responses — optimized for sub-2-second answers under normal load. Best Regards, [Your Name] AI Engineer | Safe LLM Systems | Healthcare Chatbots

@asadr93

✔ I build safe, compliant AI chatbots Workflow Diagram Requirements & Safety Scope ⟶⟶ Prompt Design & Guardrails ⟶⟶ LLM Backend Setup ⟶⟶ Web Chat Widget ⟶⟶ Context & Privacy Controls ⟶⟶ Admin Dashboard ⟶⟶ Testing & Deployment Key Highlights ✔ Wellness-focused AI chatbot — answers general health questions only (nutrition, exercise, sleep, basic symptoms). ✔ Strict medical guardrails — no diagnoses, no prescriptions, no restricted medical advice. ✔ Mandatory disclaimer enforcement — every response includes “consult a qualified healthcare professional for personal advice.” ✔ Web-embeddable chat widget — React or plain JavaScript, loads instantly on page load. ✔ LLM backend — OpenAI or Azure OpenAI with prompt engineering and rule-based filtering. ✔ Session-based context — coherent conversations without storing personal health data. ✔ HIPAA-conscious design — transient processing only, no PHI persistence after session end. ✔ Admin dashboard — review chats, flag unsafe outputs, and update safety prompts without code changes. ✔ Easy deployment — Docker or serverless with clear production handover instructions. Best Regards, [Your Name] AI Engineer | Safe LLM Systems | Healthcare Chatbots

@Core100

Hi, We design safe, production ready AI chatbots for healthcare and regulated domains with strong guardrails. We deliver web embeddable chat widgets backed by secure LLM integrations, prompt-controlled wellness responses, mandatory disclaimers, and session-based context without PHI retention. Our solutions include admin dashboards for review and tuning, HIPAA-aware processing, clean deployment workflows, and a focus on fast, accurate, non-diagnostic health information. Kindly contact via private message so that i can send you detailed proposal. Looking forward to hearing back from you. With Regards, Raghav, BLW TECH

@vineetg09

Hello, I can build a safe and easy-to-use AI chatbot that answers general health and wellness questions clearly, without giving diagnoses or prescriptions. Every reply will include the proper disclaimer and stay within approved health topics. The chatbot will be fast, web-embeddable, and available 24/7. I’ll use OpenAI/Azure OpenAI with strong safety prompts, session-based context, and no long-term storage of personal health data. You’ll also get a simple admin dashboard to review chats and update safety rules easily. I focus on reliable, well-controlled AI, not risky or over-promised solutions. Looking forward to working with you

@mayank781r

Hello, I can build a safe, AI-driven health chatbot focused on general wellness topics like nutrition, exercise, sleep, and basic symptom understanding—without diagnosing or prescribing. I’ve worked on similar domain-specific chatbot projects, where strict safety guardrails and controlled responses were essential. Proposed stack & approach: Frontend: Lightweight web-embeddable chat widget (React or plain JS) Backend: Python/Node with OpenAI or Azure OpenAI (on-prem LLM if needed) Safety: Prompt engineering + rule-based filters to block diagnoses/prescriptions, mandatory healthcare disclaimers in every response Context: Session-based memory only; no long-term storage, HIPAA-conscious transient logging Admin dashboard: Review conversations, flag answers, and update safety prompts without touching code Deployment: Docker or serverless with clear production handover Success alignment: Sub-2-second responses Lay-friendly, accurate wellness guidance Always includes “consult a qualified healthcare professional” disclaimer Passes your 50-question safety and accuracy test set I’m flexible on budget and can work for ₹500. Happy to discuss details and get started immediately. 6266601638 Best regards, Mayank Shukla

@siddesh43

I have experience of 6 years in healthcare sector, Better understanding of medico terms and procedure ,hope this meets the criteria you need ,as well as I can ask both types of OPD patients as well as ip patients questions and correct them also