
Yara Amin
Machine Learning Engineer
Cairo, EgyptWork Experience
Principal Machine Learning EngineerFull Time
Virtual Sapiens , United State
Jul 2021 - Present -4 yrs
United States
- Job Details:Responsibility for AI department in Virtual Sapiens to help every professional measurably improve their communication skills on video calls: build CV models for: - Object detection, recognition, and tracking. - Face, Gaze, Body, and Hand descriptions. - Detection of: Face Touching (If the user is touching his face, his hand on his mouth, or resting his head in hand). Shoulder Slouching. Framing (If the user is having bad framing like Vertically/Horizontally not aligned, his lens is too low/ too high, too close/too far to/from the lens, etc). Confidence (based on the user's body language like Posture, Gaze direction, Hand Gesture...).
Data ScientistFull Time
Aug 2020 - Jul 2021 -11 months
- Job Details:-Construction of store profile based on location intelligence. - Responsible for data audit and architecture of a new database schema. - Visualization of time series data through the utilization of Tableau. - Deployment of Intouch's functions app on Azure. - Live stream detection of age/gender through a combined model of full body & face (SSD/Resnet). - Store occupant count through facial recognition. - Monitoring of average trip time per store. - Deployment of AI models on various store premises. - Construction of a recommendation engine to recommend ads based on various demographics.
Machine Learning EngineerFull Time
Jan 2019 - Aug 2020 -1 yr, 7 months
- Job Details:- Analysis of audio/music signals in Python. - Musical Genre Classification trough convolutional neural networks. - Music fingerprint recognition for utilization in digital copyrighting. - Construction of a collaboration and content based music recommendation system.
Machine Learning EngineerFull Time
Orien tech
Sep 2017 - Dec 2018 -1 yr, 3 months
- Job Details:- Development of a mobile trading application using python and protobuf. - Construction of machine learning algorithms for time-series analysis and pattern recognition (LSTM). - Prediction of real-world data and risk assessment. - Sentiment analysis and stock effects. - Build chatbot supporting features like stock trading, buy/sell options, and purchase cryptocurrencies, as well as giving access to real-time portfolio and market performance.
Education
Bachelor's Degree in computerscience
Menoufia UniversityJan 2017
Skills
- Pythonو libraries NumPy, Pandas and matplotlib etc.
- OpenCV
- keras
- TensorFlow
- Data management: querying, extraction, visualization
- linear/non-linear regression, logistic regression
- cluster, decision tree, artificial neural with multilayer
- Image preprocessing ,enhancement , segmentation
- Feature extraction
- using statistical techniques for hypothesis testing.
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Languages
English
Advanced
Training & Certifications
Data structures, Algorithms, Linear Algebra, Stastics and Discrete maths
2018⦁ Deep Learning A-Z™ Hands-On Artificial Neural Networks
2018⦁ Udacity - Machine Learning Engineer Nanodegree
2018⦁ Master Computer Vision™ OpenCV3 in Python & Machine Learning
2018Machine learning
Coursera·2016