You will get Deploy a Production-Ready Document AI & RAG Engine


Project details
Is your team drowning in PDFs, scanned medical forms, or financial statements? I build secure, high-performance Document Intelligence systems that convert that passive data into actionable business insights.
This isn't just a basic "Chat with PDF" demo. This is a robust RAG (Retrieval-Augmented Generation) Engine that uses your private documents to provide accurate, sub-second contextual answers. Whether you need an internal "research copilot" for an investment team or an automated HIPAA-compliant data extraction pipeline for healthcare, I build scalable systems that handle production workloads.
This project includes:
High-Fidelity OCR: Optimizing the extraction of structured data from complex layouts (forms, tables, handwritten notes).
Contextual Embedding: Building advanced RAG pipelines (using pgvector/Supabase) to fine-tune retrieval and prevent hallucinations.
AI-Driven UX: Developing polished frontends (Next.js/React) for chatting with data, report generation, and operational dashboards.
HIPAA/GDPR Standards: Designing for security, including RBAC, data encryption, and protected audit trails.
I turn disorganized knowledge bases into a source of competitive advantage.
This isn't just a basic "Chat with PDF" demo. This is a robust RAG (Retrieval-Augmented Generation) Engine that uses your private documents to provide accurate, sub-second contextual answers. Whether you need an internal "research copilot" for an investment team or an automated HIPAA-compliant data extraction pipeline for healthcare, I build scalable systems that handle production workloads.
This project includes:
High-Fidelity OCR: Optimizing the extraction of structured data from complex layouts (forms, tables, handwritten notes).
Contextual Embedding: Building advanced RAG pipelines (using pgvector/Supabase) to fine-tune retrieval and prevent hallucinations.
AI-Driven UX: Developing polished frontends (Next.js/React) for chatting with data, report generation, and operational dashboards.
HIPAA/GDPR Standards: Designing for security, including RBAC, data encryption, and protected audit trails.
I turn disorganized knowledge bases into a source of competitive advantage.
AI Algorithms
Large Language Model, Multimodal Large Language Model, Regression AnalysisAI Applications
AI Chatbot, AI Content Creation, AI Mobile App Development, AI Text-to-Image, AI-Enhanced Medical Imaging, AI-Generated Code, Conversational AI, Image Processing, Image Recognition, Natural Language Understanding, Sentiment Analysis, Text RecognitionAI Development Language
PythonAI Tools
Bing AI, GitHub Copilot, Hugging Face, Microsoft 365 Copilot, Replit, StreamlitAI Models
ChatGPT, GPT-3, GPT-4, GPT-Neo, LLaMA, Midjourney AI, OpenAI CodexWhat's included
| Service Tiers |
Starter
$599
|
Standard
$1,499
|
Advanced
$2,999
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 7 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 | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$199 - $599Frequently asked questions
About Raza
AI SaaS Engineer | Automation | Healthcare & Finance
New Delhi, India - 1:26 pm local time
Two of my recent products are live and serving real users:
# EaseHealthAI(dotcom) - healthcare workflow automation and AI-assisted operational systems
# LensOnWealth(dotcom) - AI-powered portfolio intelligence and financial insights platform
My Upwork profile is newer, but the platforms I’ve built - including EaseHealthAI and LensOnWealth — are already deployed and serving real users.
Before going independent, I spent 25+ years in enterprise software engineering and leadership, most recently as Director of Engineering at Optum, where I led global teams of 500+ engineers building large-scale healthcare platforms across the US, Europe, and APAC.
What this means for clients:
You get senior-level architecture, scalable engineering practices, and production-quality execution - delivered with the speed and flexibility of an independent builder.
I focus on shipping systems that are:
# production-ready
# maintainable
# scalable
# aligned to real business workflows
WHAT I BUILD
----------------------------------------------------------------------------------------------------
# AI-powered SaaS applications and MVPs
# Next.js + Supabase platforms with AI integrations
# Workflow automation systems using n8n, Make, and APIs
# AI copilots, document intelligence, and RAG-based systems
# Internal dashboards and operational tools
# Multi-step AI workflows integrated into business processes
# Healthcare and fintech applications with secure data handling
MY APPROACH
----------------------------------------------------------------------------------------------------
I do more than add AI features to applications.
I design complete systems where:
# AI integrates into operational workflows
# automation reduces manual work
# APIs and data systems work reliably together
# the architecture can scale beyond MVP stage
I typically help clients:
# turn ideas into working SaaS products
# modernize manual workflows using AI automation
# build internal AI tools for teams and operations
# create scalable technical foundations early
TECHNICAL STACK
----------------------------------------------------------------------------------------------------
AI & LLMs:
OpenAI, Claude, Gemini, DeepSeek, OpenRouter
AI Architecture:
RAG, Agentic Workflows, Multi-Agent Systems, Vector Databases, AI Tool Orchestration
Automation:
n8n, Make, Flowise, API Integrations, Custom AI Workflows
Full-Stack Engineering:
Next.js, React, TypeScript, Python, Node.js, Supabase, PostgreSQL, AWS
WHO I WORK BEST WITH
----------------------------------------------------------------------------------------------------
# SaaS founders building AI-enabled products
# Healthcare and health-tech companies
# Financial and investment platforms
# Businesses automating operational workflows
# Teams that need both architecture thinking and hands-on execution
----------------------------------------------------------------------------------------------------
If you are building an AI-enabled product or automation system and need someone who understands both enterprise-scale engineering and rapid execution, I’d be happy to discuss your project.
Steps for completing your project
After purchasing the project, send requirements so Raza can start the project.
Delivery time starts when Raza receives requirements from you.
Raza works on your project following the steps below.
Revisions may occur after the delivery date.
Architecture Blueprint
I map out the logic flow and select the right LLMs (Claude/GPT-4) and protocols (MCP).
Core Development
I build the agentic workflows in n8n or the RAG engine in Python/Next.js.

