Python Developer | AI Engineering & Scalable Data Pipelines | Co - Founder @ Leenar - GitHub: https://github.com/mahmutefedara Tech Stack: Python , PostgreSQL, AWS, Docker - I am a Computer Engineering student and a Python Developer passionate about building data-centric, scalable architectures. I believe that software engineering is about more than just implementation; it's about architecting resilient and efficient systems from the ground up. In my recent role at Aime, I specialized in building the data layer for AI-driven applications, focusing on the bridge between raw data and machine learning insights. Core Expertise: * AI & RAG Engineering: Designing high-performance asynchronous data pipelines for RAG (Retrieval-Augmented Generation) systems using FastAPI and Playwright. * Data Integration: Implementing deep REST API integrations with the Atlassian ecosystem (Jira, Confluence, Bitbucket) for unified knowledge management. * Data Engineering: Architecting PostgreSQL solutions with content hashing for data consistency and efficient incremental updates. * Cloud & DevOps: Leveraging AWS for scalable infrastructure and utilizing Docker to standardize development workflows. * Computer Vision: Developing and integrating OCR modules for automated text extraction in mobile environments. Currently exploring the intersection of Generative AI and Data Engineering, with a specific focus on optimizing how LLMs interact with large-scale enterprise data. I am also integrating core cybersecurity principles into my development cycle to ensure secure and robust system designs. Open to collaborations in: AI-ready data infrastructure, Python backend development and innovative AI/ML projects.
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