Scholar
Hamed Firooz
Google Scholar ID: 4pKOL5gAAAAJ
Principal (Director) Research Scientist Meta AI
Citations & Impact
Citations
2,382
H-index
18
i10-index
30
Publications
20
Co-authors
0
Publications
Resume
Academic Achievements
- June 2025: Gave a talk on 360Brew and its productionization at AI Engineer World's Fair.
- April 2025: Presented 360Brew at LinkedIn AI & Data Community event, explaining how it unifies core AI components to streamline ranking/recommendation workflows.
- February 2025: Released CoT-ICL Lab, a framework to study Chain-of-Thought (CoT) and In-Context Learning (ICL), revealing how model depth and example count affect performance, with theoretical insights.
- February 2025: Published technical report on productionizing 360Brew using On-Policy Knowledge Distillation, Model Compression, and Serving Optimizations, achieving 20x cost/latency reduction while maintaining quality.
- December 2024: Released technical report demonstrating that the 150B-parameter 360Brew model solves 30+ personalization tasks on LinkedIn without task-specific fine-tuning or complex feature engineering, with strong out-of-domain generalization.
- October 2024: Published findings on the 'LLM Lost-in-Distance' phenomenon, showing performance degradation as relevant information becomes more distant in long contexts.
- August 2024: Open-sourced Liger Kernel, a collection of Triton kernels optimized for memory-efficient and fast LLM training.