Moataz El Ayadi Email & Phone Number

Milton, ON, CA

Toronto, Ontario, Canada

Toronto, Canada Area

Technical leader of Operational Risk Data Science team - Led teams of Data Scientists and Data Scientists co-ops towards delivering ML-based solutions that satisfy the operational risk business requirements.Supervised and contributed to the following projects:- Semantic Analysis of Legal Contracts using BERT models- Sensitive Records Tagging using Named.

Toronto, Canada Area

Lead of 'AI for Speech Insights' group:* Designed, implemented, and productionized an end-to-end voice-to-text engine with the following functionalities: voice activity detection, dial tone detection, speech/non-speech discrimination, speaker segmentation (using variational Bayes methods with i-vector), and speech recognition (using conventional.

Montreal, Canada Area

As a speech tech. consultant at TandemLaunch I am responsible for1. Improving the product ability to reject unknown or irrelevant commands.2. Developing a powerful voice activity detection algorithm.3. Guiding the team towards most recent research and technology directions in speech recognition.4. Aiding the company in filing their patents.

Toronto, Canada Area

Analysis, implementation, and evaluation of algorithms to improve the performance of VoiceTrust's speaker recognition engine in disturbed environments.Design and implementation of audio processing and machine learning algorithms that serve speech and speaker recognition tasks.Accomplishments:1. Improving feature extraction for speaker recognition Conducted.

Cairo, Egypt

1. Natural Language Call Routinga) Natural Language Call Routing aims at saving the cost of human customer service and mobile network bandwidth by automatically understanding customer requests and routing them to the correct department.b) In this project, I implemented efficient text search algorithms for NLCR that achieved 90.5% and 91.67% correct.

Cairo, Egypt

Teaching:Undergraduate courses:1. Probability and Statistics2. Partial Differentiation and Series Analysis3. Linear Algebra4. Complex Analysis5. Numerical AnalysisGraduate courses:6. Advanced Topics in Mathematics (random vectors, multivariate normal random variables, and stochastic processes)7. Pattern RecognitionResearchPerformance analysis of Fading.

Conducted research on improving the performance on dimensionality reduction algorithms for pattern recognition problems.

1. Developed a new statistical model, vector autoregressive Gaussian mixture model (VARGMM) for adaptive text-independent speaker identification in noisy environment. 2. Applied the VARGMM to the problem of speech emotion recognition. The proposed classifier outperformed popular ones such as the hidden Markov model, the k-nearest neighbor, and the feed.

Msc, Engineering Mathematics And Physics, Distinction With Honor

Phd, Electrical Engineering, A

Activities and Societies: University of Waterloo Egyptian student association (UWESA), vice president, Sep'06-Dec'07 Participated in the.