Sotabase

Career

· Senior Machine Learning Engineer, Apple2025–
· ML and Generative AI Technical Lead, Stealth Health Care Startup2023–2025
· Postdoctoral Research Scientist, The George Washington University2013–2015
· Post Doctoral Scientist, Columbia University2012–2013
· PhD Student, Cairo University2006–2012
· Visiting Scholar, Columbia University2006–2009
· Assistant Researcher, National Institute of Standards (NIS Egypt)2005–2012
· Co-founder, Board Member, Chief Executive Officer (CEO) and Chief Software Architect, Netlogic (information dynamix)2001–2005
· B.Sc., Cairo University1995–2000

Publications (16)

Overview for the First Shared Task on Language Identification in Code-Switched Data
CodeSwitch@EMNLP · 2014
265
cited
Overview for the Second Shared Task on Language Identification in Code-Switched Data
CodeSwitch@EMNLP · 2014
176
cited
Arabic diacritization in the context of statistical machine translation
Machine Translation Summit · 2007
64
cited
BotCap: Machine Learning Approach for Botnet Detection Based on Statistical Features
Int. J. Commun. Networks Inf. Secur. · 2018
24
cited
A Pilot Study on Arabic Multi-Genre Corpus Diacritization
ANLP@ACL · 2015
22
cited
Multiword Expressions in the Context of Statistical Machine Translation
International Joint Conference on Natural Language Processing · 2013
19
cited
Guidelines and Framework for a Large Scale Arabic Diacritized Corpus
International Conference on Language Resources and Evaluation · 2016
15
cited
Creating a Large Multi-Layered Representational Repository of Linguistic Code Switched Arabic Data
International Conference on Language Resources and Evaluation · 2016
11
cited
Handling OOV Words in Dialectal Arabic to English Machine Translation
Conference on Empirical Methods in Natural Language Processing · 2014
8
cited
Investigating the Impact of Various Partial Diacritization Schemes on Arabic-English Statistical Machine Translation
Conference of the Association for Machine Translation in the Americas · 2016
8
cited
SAMER: A Semi-Automatically Created Lexical Resource for Arabic Verbal Multiword Expressions Tokens Paradigm and their Morphosyntactic Features
ALR@COLING · 2016
6
cited
BoTGen: A new approach for in-lab generation of botnet datasets
2014 9th International Conference on Malicious and Unwanted Software: The Americas (MALWARE) · 2014
5
cited
Explicit Fine grained Syntactic and Semantic Annotation of the Idafa Construction in Arabic
International Conference on Language Resources and Evaluation · 2016
2
cited
On Arabic Multi-Genre Corpus Diacritization
2016
2
cited
Unsupervised False Friend Disambiguation Using Contextual Word Clusters and Parallel Word Alignments
SSST@NAACL-HLT · 2015
2
cited
Using Ambiguity Detection to Streamline Linguistic Annotation
CL4LC@COLING 2016 · 2016
1
cited
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Mahmoud Ghoneim | Researcher Profile | Sotabase | Sotabase