You will get an AI-Powered Search & Recommendation System with CI/CD Automation
Project details
I create AI-powered search and recommendation systems that help businesses boost engagement, increase sales, and deliver personalized experiences for every user. My solutions leverage hybrid recommendation engines, GPT/LLM models, and real-time predictions to ensure highly relevant suggestions. These systems are scalable, cloud-ready, and include full CI/CD automation, making deployment seamless and reliable. Clients receive easy API integration, detailed analytics dashboards, and actionable insights to track ROI and user behavior.
Recommendation engines and personalization are key drivers of user retention in today’s market. If your company has been collecting data, investing in a custom AI recommendation system is the perfect next step. Enhance your search capabilities and leverage LLMs to power smarter user experiences.
Key Benefits:
Boost Sales & Engagement: Personalized recommendations increase conversions.
Real-Time Predictions: Accurate suggestions for every user instantly.
Scalable & Reliable: Cloud-ready deployment with CI/CD automation.
Easy Integration: APIs for seamless app or website connection.
Actionable Insights: Analytics dashboards to monitor performance and ROI.
Recommendation engines and personalization are key drivers of user retention in today’s market. If your company has been collecting data, investing in a custom AI recommendation system is the perfect next step. Enhance your search capabilities and leverage LLMs to power smarter user experiences.
Key Benefits:
Boost Sales & Engagement: Personalized recommendations increase conversions.
Real-Time Predictions: Accurate suggestions for every user instantly.
Scalable & Reliable: Cloud-ready deployment with CI/CD automation.
Easy Integration: APIs for seamless app or website connection.
Actionable Insights: Analytics dashboards to monitor performance and ROI.
AI Development Type
Deep Learning, Knowledge Representation, Model Tuning, Recommendation System, Software MaintenanceAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$650
|
Standard
$1,500
|
Advanced
$2,000
|
|---|---|---|---|
| Delivery Time | 12 days | 18 days | 30 days |
Number of Revisions | 4 | 8 | 9 |
AI Model Integration | |||
Detailed Code Comments | |||
Knowledge Graph | - | ||
Model Documentation | |||
Ontology | - | ||
Source Code | |||
Taxonomy | - |
Optional add-ons
You can add these on the next page.
User analytics dashboard
+$50
AWS / GCP setup
+$80
Model retraining automation
+$100Frequently asked questions
About Arham
Healthcare AI Engineer | AI Agents, LLMs, RAG & Workflow Automation
Karachi, Pakistan - 11:31 am local time
Most healthcare AI solutions fail because they're generic chatbots with limited functionality. I build production-ready AI systems that integrate with your workflows, handle real patient interactions, and scale as your practice or healthcare business grows.
**What I deliver:**
• AI Voice Agents for appointment scheduling, reminders, confirmations, cancellations, and follow-ups
• AI Receptionists that answer patient calls 24/7
• Patient Support AI for websites, WhatsApp, and SMS
• RAG-powered medical knowledge assistants
• Multi-Agent AI Systems for healthcare operations
• EHR/EMR integrations
• Clinical workflow automation
• Custom LLM applications built for real-world healthcare use
**How I work:**
**Phase 1:** Understand your healthcare workflow and identify automation opportunities.
**Phase 2:** Build a working prototype and validate it with real scenarios.
**Phase 3:** Deploy a production-ready AI system that integrates with your existing tools.
**Phase 4:** Continuously improve performance, add new capabilities, and scale alongside your business.
I don't build demos—I build AI systems that healthcare teams rely on every day.
**Who this is for:**
Healthcare startups, clinics, hospitals, telemedicine platforms, medical SaaS companies, and healthcare founders looking to automate operations and improve patient engagement.
**Who this isn't for:**
Businesses looking for a basic chatbot, quick fixes, or AI added to broken processes without a clear strategy.
**Technical expertise:**
Python • FastAPI • LangGraph • LangChain • OpenAI • Claude • Gemini • RAG • MCP • Vector Databases (Pinecone, ChromaDB, FAISS) • PostgreSQL • Twilio • ElevenLabs • Whisper • n8n • Docker • AWS • GCP
Whether you need an AI receptionist, a patient support assistant, or a complete multi-agent healthcare platform, I build secure, scalable AI solutions that deliver measurable business value.
Let's discuss how AI can transform your healthcare operations.
Steps for completing your project
After purchasing the project, send requirements so Arham can start the project.
Delivery time starts when Arham receives requirements from you.
Arham works on your project following the steps below.
Revisions may occur after the delivery date.
Data Collection & Preprocessing
Gather client data, clean it, and prepare user-item matrix for model training.
Model Training
Train hybrid recommendation engine using collaborative + content-based algorithms.