Get to know me!
I'm Ahmed Doghri, a Senior AI Engineer with 8+ years shipping ML systems that actually run in production, not just in a demo. My work now spans bioinformatics, genomics, computer vision, video processing, sound and music ML, alongside RAG pipelines, multi-agent orchestration, and LLM evaluation harnesses. I have built biomedical enrichment systems, Slack RAG assistants that cite their sources at 94% precision, and 7 LLM agent pipelines for FDA IND submissions that cut hallucination rates by 60%. The open-source work below turns current research into small, testable systems: every claim has code, a baseline, and a command that reproduces the number.
Professional Timeline:
- Idea Boundary - Founder and Principal AI Engineer (Independent Consulting), building production RAG systems, multi-agent orchestration, and churn prediction pipelines with measurable business impact.
- Weave - Senior AI Engineer, focused on automating regulatory submissions using LLMs
- BenchSci - Senior ML Engineer, advanced biomedical text enrichment using LLMs and transformer-based models.
- IBM - Senior Data Scientist & Consultant, developed NLP pipelines and deployed chatbot solutions, optimizing processes for banking and retail clients.
- Scotiabank - Product Owner, launched an AI bot for automated negative news detection, improving risk management and reducing manual monitoring by 75%.
- Ford Motor Company - Research Assistant, developed high-precision misfire detection and DAQ systems for automotive signal processing.
