🏗️ ForwardDeployAI

AI-powered Forward Deployment Engineering assistant — from client brief to production-ready architecture in minutes.

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What It Does

Try Here

https://huggingface.co/spaces/Faraz618/ForwardDeployAI

Demo

ForwardDeployAI simulates the complete workflow of a Forward Deployment Engineer — the technical leader who bridges client business problems and scalable solution architecture.

Tab	What it does
📋 Requirement Analyzer	Classifies free-text requirements into 10 technical categories using zero-shot classification
🏗️ Solution Architect	Recommends architecture patterns, component stacks, and phased delivery plans
🔍 Fit-Gap Analyzer	Evaluates 8 core components against available capabilities, flags gaps
📄 Deployment Report	Compiles everything into a downloadable branded PDF

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Models Used

Model	Task
facebook/bart-large-mnli	Zero-shot requirement classification
facebook/bart-large-cnn	Requirement summarization

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Quick Start

Run on Hugging Face Spaces (no setup)

👉 Open the Space

Run locally

git clone https://github.com/Faraz6180/forward-deploy-ai
cd forward-deploy-ai
pip install -r requirements.txt
python app.py

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Demo

1. Enter a client name, industry, and business requirements in the Client Brief panel
2. Click through each tab to analyze, architect, gap-check, and report
3. Download the PDF from the Deployment Report tab

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Built By

Faraz Mubeen Haider — AI Engineer
LinkedIn · GitHub