You will get a RAG pipeline that gives accurate answers from your documents
Rising Talent
Rising Talent
Project details
You'll get a production RAG system that turns your documents into a searchable knowledge base with accurate, source-cited answers. I've built 2 enterprise RAG platforms handling 10,000+ documents with sub-2-second retrieval and 94% accuracy. Your system will ingest PDFs, PPTX, images, or web content, generate embeddings, index into a vector database, and return LLM-powered answers with source attribution. Whether it's internal knowledge management, compliance search, or customer-facing Q&A, you get a deployed system, not a notebook demo.
AI Algorithms
Large Language Model, Transformer ModelAI Applications
AI Chatbot, Conversational AI, Natural Language Understanding, Text RecognitionAI Development Language
PythonAI Tools
Hugging Face, StreamlitAI Models
ChatGPT, GPT-4, LLaMAWhat's included
| Service Tiers |
Starter
$300
|
Standard
$500
|
Advanced
$2,000
|
|---|---|---|---|
| Delivery Time | 7 days | 14 days | 28 days |
Number of Revisions | 1 | 2 | 3 |
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 Muhammad
AI Automation & CRM Expert | HubSpot, HighLevel, Make, Python
Lahore, Pakistan - 10:42 am local time
New profile, established team. Every project here is backed by the same senior engineers, the same delivery process, and the same standard: production-ready systems, not demos.
If leads are leaking out of your CRM, your tools don't talk to each other, or you're paying for AI software that nobody actually uses, that's the work I do every day.
⚙️ CRM Automation & Setup - HubSpot & HighLevel
Pipelines, workflows, lead scoring, follow-up sequences, and reporting that your sales team actually uses. I set up, clean up, and automate HubSpot and HighLevel accounts, handle CRM data migration between platforms, and connect your CRM to the rest of your stack. Our team recently migrated 70,000+ contacts from HubSpot to HighLevel with zero data loss and rebuilt every automation from scratch.
🤖 AI Agents & AI Chatbot Development
Custom AI agents and chatbots powered by OpenAI (GPT-4/GPT-5) and Anthropic Claude, lead qualification bots, customer support automation, document processing, and internal assistants that plug into your existing tools and data.
🔄 Workflow & Business Process Automation
End-to-end task automation with Make .com, n8n, and Zapier. Lead routing, marketing automation, invoicing, reporting, data sync between apps. I remove the manual work, so your team stops copy-pasting between tabs.
🔗 API Integration & Development
REST APIs, webhooks, HubSpot API, HighLevel API, Stripe, and third-party integrations that hold up in production. Custom API development with Python and FastAPI when off-the-shelf connectors can't do the job. Proper error handling, clean data flow, nothing silently failing at 2 am.
📊 AI-Powered Tools & MVP Development
Lightweight internal tools, dashboards, and AI-powered MVPs built with Python, FastAPI, and modern web stacks shipped in weeks, not months.
How we work at Brainbox Automations:
✅ AI-assisted development (Claude Code, Cursor) for speed, senior review on every line for quality
✅ Fixed-price milestones or clearly scoped hourly work
✅ Loom walkthrough with every delivery and clear async communication
✅ No disappearing mid-project - we build long-term client relationships, and most of our clients retain us after the first build
Tools & stack: HubSpot, HighLevel, Make .com, n8n, Zapier, Python, FastAPI, OpenAI API, Claude, Node.js, PostgreSQL, Supabase, AWS, Stripe
Message me with what you're trying to automate - I'll reply with specific questions about your setup, not a template pitch.
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.
Discovery & Architecture
We'll review your docs, pick the right embedding model and vector DB, and share the architecture plan.
Pipeline Development
We'll build ingestion, chunking, embedding, retrieval, and the RAG query interface with source citations.