Research & Talks
Bridging academic research and industry practice.
Publications
SocialBit: A lightweight deep learning framework for predicting social interaction duration using wearable sensor data
February 2026
Contribution
Developed LSTM and Transformer architectures for social interaction prediction, achieving AUC of 0.94 across 153 stroke patients with ~89K minutes of observation data. NIH-funded research (R01HD099176).
Talks & Workshops
16
Events
~1,520
Total Participants
PyData Montreal
Data scientists & ML engineers
Theme
Evaluating AI Agents: From Vibes to Metrics
Algeria 2.0
Tech students & entrepreneurs
Theme
AI: Transforming the Future
British Council Panel
Educators & policy leaders
Theme
AI in Education & Ethics
British Council Tech4Tech
Teachers & EdTech innovators
Theme
AI in Education & Ethics
British School (Kids)
High school students
Theme
AI Literacy & Creativity
British School Career Day
High school students
Theme
AI Careers & Future Skills
African Startup Challenge
Founders & startup teams
Theme
AI for Business & Startups
US Embassy Algiers (10 sessions)
Public learners
Theme
Foundations of AI / Data / Agents
SILA – U.S. Embassy Stand
Writers, readers & book lovers
Theme
LLMs, RAG & AI's Impact on Creativity
ECSEL EXPO
E-commerce professionals
Theme
AI Strategy & Real Use Cases
Caravan to Digital
Regional youth
Theme
Foundations of AI / Data / Agents
ENSM
Business/Management students
Theme
AI in Information Systems
Algeria 2.0 (12th edition)
Tech students & entrepreneurs
Theme
Agentic AI (Without the Hype)
Taqwa Team – Lyon
Muslim association
Theme
Foundations of AI / Data / Agents
Spiralis Center
Students & entrepreneurs
Theme
Foundations of AI / Data / Agents
GeekConf 5th Edition – Blida
University students
Theme
Understanding Agentic AI