
Ahmad-lou
Python Developer And AI Engineer
Skills

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Portfolio
Werkervaring
Python Developer– Generative AI
Testbirds • Fulltime
Sep 2023 - Oct 2025 • 2 yrs 1 mo
Project 1 : Graph-based RAG System with LightRAG ∗ Deployed and optimized the LightRAG framework locally. ∗ Enhanced performance via improved chunking strategies, batch processing, and LLM retry/fallback mechanisms. ∗ Configured LLMs to provide real-time responses. • Project 2 : Access Control Layer for MCP Servers ∗ Implemented an access control layer within the Model Context Protocol (MCP). ∗ Enabled administrators to assign tool, prompt, and resource permissions per client.
Data Scientist
Effekt • Fulltime
Feb 2022 - Aug 2023 • 1 yr 6 mos
• Development of a solution for exploiting and summarizing software logs using language models • Fine-tuning LLMs to make them specific to the task of log summarization and report generation.