ritesh.singh@portfolio:~$ project-detail

LLM-MedicalAI-Bot

A conversational AI system designed to assist users with medical symptom triage, health information, and appointment scheduling. Built using a fine-tuned Mistral 7B language model with LoRA adapters and deployed via a Flask web server.

Project Category

Machine Learning

Tech Stacks:

TypeScript

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๐Ÿงญ Overview

A conversational AI system designed to assist users with medical symptom triage, health information, and appointment scheduling. Built using a fine-tuned Mistral 7B language model with LoRA adapters and deployed via a Flask web server.

Key Features

  • ๐Ÿง  Chatbot with Symptom Triage: Responds to user symptoms using a medical-tuned LLM.

  • ๐ŸŒ Health Info Fetching: Dynamically pulls condition summaries from Wikipedia if not predefined.

  • ๐Ÿ“… Appointment Scheduling: Basic scheduling interface for name, date, and reason via REST API.

  • ๐Ÿงช Fine-Tuned Mistral LLM: Uses PEFT + LoRA for efficient fine-tuning on medical dialogue.

  • ๐Ÿ’ป Runs on Apple M1/M2 (MPS): Optimized for local use with Hugging Face + Transformers.

๐Ÿงฐ Tech Stack

  • Python

  • Flask (Backend + Web UI)

  • Hugging Face Transformers

  • PEFT (LoRA)

  • Mistral 7B (Base Model)

  • Wikipedia REST API

๐Ÿ“… Roadmap

  • โœ… Q2 2025: Core contracts + frontend release

  • ๐Ÿšง Q3 2025: Multi-chain support (Base, Arbitrum)

  • ๐Ÿ›  Q4 2025: ZK voting module, Discord governance bot

  • ๐Ÿงฌ 2026: DAO Registry, Grant automation, Reputation scoring

๐Ÿš€ Getting Started

//1. Clone this repository
git clone https://github.com/your-username/medical-ai-chatbot.git
cd medical-ai-chatbot
//2. Install dependencies
pip install -r requirements.txt
//3. Run the Flask App
python Agent.py

//Then open http://127.0.0.1:5000 in your browser.

Real-time Crypto Price Anomaly Monitor

A real-time cryptocurrency price tracking and anomaly detection system that monitors multiple exchanges, flags unusual price movements, and sends alerts via web dashboard and notifications. Designed for traders, analysts, and developers who want to detect early signs of volatility or potential market manipulation.

Project Category

Machine learning

Tech Stacks:

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a cage with colorful wire
a cage with colorful wire

ยฉ Ritesh Singh | 2025

v.09.2025

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