Hình đại diện của miralseye
@miralseye
Cờ của New Zealand Wellington, New Zealand
Làm thành viên từ 14 tháng 9, 2019
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miralseye

Trực tuyến Ngoại tuyến
Hold a PhD in Software Engineering and have expertise and experience in: R & D. Data Mining and Visualisation. Machine learning and AI. Prediction. Computer Vision. Natural Language Processing. Algorithm and Coding.
$30 USD/hr
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Trải nghiệm

Data Scientist

Sep 2017 - Jul 2019 (1 year)

Data Analysis and Visualisation. Image Processing. Natural Language Processing. Signal and Speech Processing. Example of projects that we did: Defect detection: ~ Masked power-lines for training purposes. Sport player tracking: ~ Developed an object tracker via Deep-SORT algorithm. Anomaly detection: ~ Designed an anomaly detection model which could detect abnormal frames in a video. Text data preparation for machine learning: ~ Developed an algorithm to detect and remove duplication in data. ~ Developed an algorithm for unifying data format. ~ Applied feature selection to data. ~ Performed unit testing. Pedestrian detection: ~ Developed a model to detect pedestrians on the street. Warehouse out of stock prediction: ~ Developed an algorithm to predict the stockout. Bird sound detection: ~ Researched on detection and recognition of birds sound.

Giáo dục

Master of Electronics and Computer Engineering

2008 - 2010 (2 years)

PhD of Software Engineering

2012 - 2016 (4 years)

Bằng Cấp

Best academic researcher of the year. (2010)

Sharif University of Technology

Best academic researcher of the year in 2010 at Sharif University of Technology.

Doctoral Scholarships (2013)

Victoria University of Wellington

Full Doctoral Scholarships.

Grant for IEEE ICASSP conference attendance (2016)

Victoria University of Wellington

Grant for IEEE ICASSP conference attendance in 2016.

Các xuất bản

Packet loss replacement in voip using a recursive low-order autoregressive model-based speech

Miralavi, Seyed Reza, Seyed Ghorshi, Mohammad Mortazavi, et al. (2011)

Kalman filter method for packet loss replacement in presence of background noise

Miralavi, Seyed Reza, Seyed Ghorshi, Aidin Tahaei (2012).

Distributed linear blind source separation over wireless sensor networks with arbitrary connectivity patterns

Mir Alavi, Seyed Reza and W Bastiaan Kleijn (2016).

Distributed processing of blind source separation

Mir Alavi, Seyed Reza (2017).

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