You will get AI-Powered Proposal Reviewer & Ranker


Project details
Tired of sifting through dozens of freelance proposals or internal job applications? This AI-powered Proposal Reviewer & Ranker automates that process by scoring and ranking incoming text using OpenAI’s GPT models and semantic similarity.
I’ll build a smart, scalable backend that evaluates proposals based on tone, relevance, delivery timelines, and pricing. With optional vector search (Pinecone/Faiss) and workflow integrations (Airtable, Slack, or Notion), you get a clear shortlist of top applicants—instantly.
Unlike basic keyword filters, this system understands intent and nuance. Perfect for agencies, HR teams, or busy founders looking to reduce hiring noise and focus on high-quality candidates.
The entire system can be deployed via cloud or VPS, with options for API access or a simple dashboard UI. Clean code, full documentation, and custom logic included.
I’ll build a smart, scalable backend that evaluates proposals based on tone, relevance, delivery timelines, and pricing. With optional vector search (Pinecone/Faiss) and workflow integrations (Airtable, Slack, or Notion), you get a clear shortlist of top applicants—instantly.
Unlike basic keyword filters, this system understands intent and nuance. Perfect for agencies, HR teams, or busy founders looking to reduce hiring noise and focus on high-quality candidates.
The entire system can be deployed via cloud or VPS, with options for API access or a simple dashboard UI. Clean code, full documentation, and custom logic included.
AI Algorithms
Large Language Model, Transformer ModelAI Applications
AI Chatbot, AI Content Creation, Conversational AI, Natural Language Understanding, Sentiment AnalysisAI Development Language
PythonAI Tools
Azure OpenAI, Hugging Face, PyTorchAI Models
ChatGPT, GPT-4, LLaMAWhat's included
| Service Tiers |
Starter
$200
|
Standard
$300
|
Advanced
$600
|
|---|---|---|---|
| Delivery Time | 14 days | 20 days | 30 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 Durrah
AI Engineer | Backend | Python | Langchain | AI Agent | RAG | NodeJS
Lahore, Pakistan - 6:22 pm local time
I help founders and startups develop powerful, AI-driven backend systems using Python, Node.js, GoLang, and tools like LangChain, Deepgram, WebSockets, and RabbitMQ.
✅ Example: I recently architected a scalable AI backend platform designed for real-time interaction and automation:
Modular microservices for LLM agents, search, memory, and data pipelines
LangChain for structured prompt flows and tool orchestration
Event-driven communication via RabbitMQ and WebSockets
Fast APIs built with FastAPI and Flask
Fully containerized with Docker and deployed on Kubernetes (Azure Cloud)
I don’t just write code — I build robust, production-ready systems optimized for performance, concurrency, and scalability.
💻 Tech Stack: Python, Node.js, Go, FastAPI, Flask, LangChain, Deepgram, Redis, Postgres, WebSockets, Docker, Kubernetes, Azure, RabbitMQ, gRPC
Let’s bring your AI ideas to life — fast, clean, and ready for scale.
Steps for completing your project
After purchasing the project, send requirements so Durrah can start the project.
Delivery time starts when Durrah receives requirements from you.
Durrah works on your project following the steps below.
Revisions may occur after the delivery date.
Requirements Review
We’ll confirm API keys (OpenAI, Vector DB if needed), platform preferences (Slack, Airtable, etc.), and integration goals.
System Design
I’ll create a system plan covering AI evaluation logic, architecture, and optional dashboard or API routes.

