Iman N.

Iman N.

Machine learning software engineer

, United States

Experience: 5 Years

Iman

Machine learning software engineer

96000 USD / Year

  • Immediate: Available

5 Years

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About Me

Deep Learning Scientist/ Engineer with over 5+ years of experience in ​ Machine learning across multiple
domains including Computer vision, Signal processing, eHealth, and Sensor Fusion. Experienced in
building deep learning models for p...

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Portfolio Projects

Image classification on segmented images

Company

Image classification on segmented images

Role

Machine Learning Engineer

Description

This project involved the implementation of computer vision on filtered images for state prediction. Image classification performed on segmented images. The aim was to understand the scene and environment surrounding the car. 

A new network based on modern CNN models was developed which could improve accuracy and reduce the false-positive rate.

 

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Temporal donoising and decision making under uncertainty

Company

Temporal donoising and decision making under uncertainty

Description

In this project consolidation of different observations was performed by using Using Bayesian Networks and HMM. To make a decision under uncertainty, a general form of probability was used which is called Evidence theory.

To further improve the temporal denoising, a Hidden Markov Model was implemented Implementing Hidden Markov Model for Evidence Theory was also implemented.

The result was comparable to other machine learning approaches.

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Tools

ROS Git

Recommendation of Medical Condition over the Web

Company

Recommendation of Medical Condition over the Web

Role

Machine Learning Engineer

Description

In this project medical conditions were predicted and recommended using a web server. The most updated data/measures were used for postural stability predictions. These data were used to run inferences on trained models. The predictive models were utilized in Docker Containers in a web server that runs over Flask API.

A Kubernetes platform also employed for server management. 

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