AI Engineer & Educator
I build production AI systems and make AI accessible.
Lead AI Engineer at Paraito, building AI automation for legal workflows. Fulbright Scholar. Published in Nature. From Algeria to Montreal — building AI that matters.
Nature
Published in Nature
Fulbright
Fulbright Scholar
16+
Talks & Workshops
~1,520
People Reached
SocialBit: Lightweight ML for Social Interaction
Developed LSTM and Transformer architectures for social interaction prediction, achieving AUC of 0.94 across 153 stroke ...
Fulbright Scholar
MS in AI, UNC Charlotte
Projects
Things I build outside of work.
SanoX
Trilingual (Arabic / French / English) AI medical-triage chatbot. Two-agent topology — a Gateway agent and a Triage Router — built for safe, ESI-aligned triage guidance, with a 105-vignette evaluation harness gating every release. Engineered with a medical-software quality posture (IEC 62304 / ISO 13485 considerations).
What I Do
Production AI Systems
Building AI automation for legal workflows at Paraito, a Quebec legal-tech startup. Agentic systems, LLM orchestration, evaluation pipelines.
Learn more →AI Education & Workshops
Trained ~1,520 people across 16+ talks and workshops in three languages. From conference stages to university lectures.
Learn more →Research & Publications
Published in Nature Scientific Reports. Spoke at PyData Montreal. Bridging academic research and industry practice.
Learn more →