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Faiz4work/README.md

Hi, I'm Faiz Ahmed

Python Backend & AI Engineer

I build Python web applications, document-processing pipelines, and LLM-powered tools. My work covers backend development, database integration, background processing, and deployment on AWS.

Selected work

Banking document AI

Built and deployed a Django application for processing financial documents and answering questions about uploaded files.

Integrated PDF parsing and OCR for document ingestion.

Used Amazon Bedrock with Claude, S3, and OpenSearch for document-based retrieval and responses.

Worked on Celery/Redis background jobs, WebSocket streaming, and deployment on EC2 with Nginx, Gunicorn, and Daphne.

Technologies I work with

Area

Technologies

Backend

Python, Django, Django REST Framework, FastAPI, Flask

AI and document processing

RAG, LangChain, Amazon Bedrock, Hugging Face, PyMuPDF, Tesseract, EasyOCR

Databases and retrieval

PostgreSQL, MySQL, SQLite, Redis, OpenSearch

Background jobs and real-time features

Celery, Django Channels, WebSockets

Cloud and deployment

AWS EC2, S3, Docker, Nginx, Gunicorn, Daphne, Git

Data and automation

Pandas, NumPy, Selenium, Scrapy

Connect

Email: python.ninja.ahmed@gmail.com

GitHub: @Faiz4work

I'm interested in practical AI applications, document intelligence, and reliable Python backend systems.

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