You will get a multi-agent AI orchestration system for personalized 1:1 tutoring
Project details
You will get a multi-agent AI orchestration system designed for personalized 1:1 tutoring, built by a Registered Nurse and clinical simulation specialist who has delivered AI tutoring in real training environments. As the clinical lead behind Encounter+, I combine hands-on healthcare and education experience with practical LLM orchestration: coordinating multiple specialized agents (tutor, evaluator, feedback, and sentiment/tone analysis) so learners get accurate, adaptive, one-on-one guidance. I design each system around your learning objectives and real-world accuracy, not generic chatbot output. You get a clear architecture, thoughtful agent roles, and a solution grounded in what actually works with real learners.
AI Algorithms
Large Language Model, Multimodal Large Language Model, Transformer ModelAI Applications
AI Chatbot, Conversational AI, Natural Language Generation, Natural Language Understanding, Sentiment AnalysisAI Development Language
PythonAI Tools
Hugging FaceAI Models
ChatGPT, GPT-4, LLaMAWhat's included
| Service Tiers |
Starter
$500
|
Standard
$2,000
|
Advanced
$6,000
|
|---|---|---|---|
| Delivery Time | 7 days | 21 days | 45 days |
AI Model Integration | - | - | - |
Batch Normalization | - | - | - |
Database Integration | - | - | - |
Detailed Code Comments | - | - | - |
Image Upscaling | - | - | - |
MLOps | - | - | - |
Model Deployment | - | - | - |
Model Documentation | - | - | - |
Model Monitoring | - | - | - |
Model Testing & Optimization | - | - | - |
Model Tuning | - | - | - |
Natural Language Processing | - | - | - |
NLP Tokenization | - | - | - |
Pre-Training | - | - | - |
Prompt Engineering | - | - | - |
Setup File | - | - | - |
Source Code | - | - | - |
Frequently asked questions
About Melissa
XR Healthcare Simulation AI Tutoring & Communication Skills - RN, MA
Tampa, United States - 5:35 pm local time
Where I shine
• XR scenario design for high-stakes hospice & nursing communication (goals-of-care, family conflict, medication refusal) with adaptive AI feedback.
• Evidence-aligned outcomes using Learner Activation Measure (LAM), empathy scoring, and dashboards.
• Enterprise rollouts for Medical Assistants: triage, SBAR handoffs, cultural humility, with desktop/mobile/headset access.
Why trust me
• Leading a bootstrapped, WOSB-led team with active pilots/partnerships (CMU, EngageXR; hospice & academic sites), preparing seed + grant submissions.
• Financially disciplined operator with 2024 results and lean ops.
Let’s build: pilot an XR module, stand up AI-tutored comms training, or design a measurable multi-site rollout.
Steps for completing your project
After purchasing the project, send requirements so Melissa can start the project.
Delivery time starts when Melissa receives requirements from you.
Melissa works on your project following the steps below.
Revisions may occur after the delivery date.
Discovery & architecture design
We align on your learning objectives, learner types, and success criteria, then I map the agent roles (tutor, evaluator, feedback, sentiment/tone) and the orchestration flow into a clear architecture you approve before build.
Build, integrate & handoff
I build and connect the orchestration and agents (LLM prompts, routing, evaluation, feedback), test against real tutoring scenarios, then deliver the working system with documentation and a walkthrough so your team can run and extend it.