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You will get agentic medical report analyzer and diet planner
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Project details
BloodIQ goes beyond a single LLM call — it's a multi-model agent pipeline where one model extracts and classifies lab values while another generates personalized, culturally-relevant guidance (Indian diet plans using everyday foods like dal, roti, and sabzi). With image support, users can upload a photo of their report directly instead of manually copying values, removing a major friction point. The result is a tool that's both technically robust (structured, two-stage reasoning instead of one generic prompt) and genuinely usable by non-technical, non-English-first audiences.
AI Algorithms
Large Language ModelAI Applications
AI Chatbot, AI Content CreationAI Development Language
PythonAI Tools
StreamlitAI Models
ChatGPT, GPT-3, GPT-4, LLaMA, OpenAI CodexWhat's included
| Service Tiers |
Starter
$100
|
Standard
$200
|
Advanced
$500
|
|---|---|---|---|
| Delivery Time | 2 days | 5 days | 10 days |
Number of Revisions | 3 | 3 | 1 |
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 | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$20 - $50
18 reviews
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SF
Serhii F.
May 10, 2026
Swift iOS: MVP dating app
He is a skilled Swift iOS developer who writes clean, efficient code and delivers reliable app features. He communicates well, solves problems quickly, and is a valuable part of any development team.
AM
Amir M.
Apr 29, 2026
Enterprise MAUI → Kotlin Compose Multiplatform Migration (Android, iOS, Web)
Muhammad demonstrates strong communication skills;
His sharp mind enabled him to comprehend a challenging business scenario with ease.
It was a pleasure conducting business with him. And I will certainly hire him again.
His sharp mind enabled him to comprehend a challenging business scenario with ease.
It was a pleasure conducting business with him. And I will certainly hire him again.
MC
Mark C.
Dec 22, 2025
Create very simple app interface for mobile-friendly website
Kudos to Muhammad for completing this small app upgrade. He was a pleasure to work with, and I will certainly be contracting him again to update the app as required.
KA
Kumar A.
Jan 20, 2025
Android System Application (Preferred experience with Parent App or System App)
AS
Ankit S.
Feb 1, 2023
Parental control app
He took money but not completed my task still whatever he gave it is not working
About Muhammad
Android & iOS + Python Developer | KMP | AI & Agentic Apps Developer
100%
Job Success
Toba Tek Singh, Pakistan - 11:34 am local time
With **10+ years of software engineering experience**, I can own the complete product stack without requiring separate AI, backend, and mobile developers.
### What I Build
• **AI Agent & Agentic AI Applications** — tool-calling agents, multi-step workflows, autonomous task execution, AI assistants
• **LLM Applications** — OpenAI, Claude, Gemini, streaming chat, structured outputs, function/tool calling
• **RAG & Knowledge-Based AI** — document ingestion, embeddings, vector search, retrieval pipelines, AI knowledge assistants
• **MCP Applications** — Model Context Protocol servers, clients, tools, and AI integrations
• **AI Automation** — multi-agent workflows, workflow orchestration, API/tool integrations, n8n-style automation
• **AI-Powered Mobile Apps** — Android, iOS, Kotlin Multiplatform, Compose Multiplatform
• **AI Backends & APIs** — Python/FastAPI, Spring Boot, REST APIs, WebSockets, JWT authentication
• **Production Mobile Applications** — offline-first apps, real-time features, payments, Firebase, Room, SQLDelight
### My Core Stack
**AI / LLM:** OpenAI · Anthropic Claude · Google Gemini · LangChain · LangGraph · LangChain4j · MCP · RAG
**Backend:** Python · FastAPI · Java · Kotlin · Spring Boot · Ktor · REST · WebSockets · PostgreSQL
**Mobile:** Android · Kotlin · Jetpack Compose · iOS · Swift · SwiftUI · Kotlin Multiplatform · Compose Multiplatform
**Data & Infrastructure:** PostgreSQL · pgvector · Pinecone · Weaviate · Chroma · Firebase · AWS · Docker
### Selected Results
🚀 **AI Agent Assistant**
Kotlin Multiplatform Android + iOS app with Spring Boot backend, GPT-4 streaming, tool-calling agent architecture and offline voice capabilities.
**50K+ downloads · 4.7★ · 200K+ AI conversations/month**
🛒 **AI-Powered E-Commerce App**
Compose Multiplatform + vector search product recommendations + Stripe + Spring Boot.
**$2M+ mobile revenue · 99.8% crash-free**
🏥 **Healthcare AI Platform**
KMP + Spring Boot platform with AI-assisted workflows and encrypted offline records.
**Deployed across 3 hospital networks**
💬 **Real-Time Social Platform**
Spring Boot + WebSockets + automated AI moderation and real-time synchronization.
**10K concurrent users · sub-100ms message delivery**
### Why Clients Work With Me
✔ **Full-stack ownership** — AI agent, LLM integration, backend, database, mobile app, and deployment
✔ **AI + Mobile expertise** — I can take an AI product from backend/agent architecture all the way to a polished Android and iOS application
✔ **Production engineering** — I focus on reliability, security, scalability, offline support, real-time communication, and maintainable architecture
✔ **Strong AI fundamentals** — RAG, vector search, tool calling, MCP, agent orchestration, streaming, and multi-step workflows
✔ **10+ years engineering experience**
✔ **100% Job Success Score · Top Rated on Upwork**
If you need someone who can **design the AI architecture and actually ship the complete application**, send me an invite or message.
I'll review your requirements and respond with a clear technical approach, architecture, and implementation plan.
Steps for completing your project
After purchasing the project, send requirements so Muhammad can start the project.
Delivery time starts when Muhammad receives requirements from you.
Muhammad works on your project following the steps below.
Revisions may occur after the delivery date.
Plan
Client sends requirements and I plan & strategize the project architecture
Execute
Client purchase project with all requirements