Description:

• Clustering physiological responses using Autoencoders with Convolutional Neural Network (PyTorch)
• Full Stack - Created a centralized management platform for Emotion In Motion Database (MongoDB, Python)
• Synthesizing physiological responses for a computer using GAN (PyTorch)

Description:

I was an instructor for the course "Introduction to Data Analytics" for a start-up company, Commonwealth Learning System . The following topics were taught during summer 2020:

• Introduction to Python: topics covered using Google Colab jupyter notebooks
• Basics of statistic: topics such as central limit theorem, ANOVA, various form of data visualization were covered
• Basics of Machine Learning and Deep learning: topics such as linear regression, k-means clustering, and perceptron feedforward neural network were covered

Description:

Escher Metamorphosis is an incomplete short animation designed for dome theater in 2019 before Covid. The idea was to create and go through the whole "Metamorphosis" artwork by Escher, and present it as animation. The work never reached to the dome.
Music by Tanner Upthegrove
Software: Houdini

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The department of psychology asked to make a VR environment with pre-defined scenario as an stimulus to arouse fear. This is a simple VR implementation of the scenario provided by the department.
Software: Unity
Implemented for Microsoft Head Mounted Display (HMD)

Description:

Password: steelcase
Worked with a team of 2 for developing a VR app for managing code blue in Roanoke hospital. The project uses IoT framework to included multiple embedded devices. The demo also included VR implementation.
Software: Unity, Maya
Implemented for Microsoft Head Mounted Display (HMD)

Description:

During my internship in OSISoft in 2018, I was responsible for following works.

• Worked with a team of 2 for improving the latency of an IoT framework for real-time data collection.
• Developed a regression model for managing payloads that led to 80% improvement in performance (Python, C#, SQL) for the award-winning FutureHAUS project (First place, Solar Decathlon Middle East, 2018).
• Developed an infrastructure to run different open-source machine learning tools periodically on real-time data (Python, C#, PI system)

Description:

An augmented Application for Mirror World project, using Tango devices.
The application uses Area Learning functionality in "Tango" to place virtual items to the fixed location of scanned rooms.

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A Program in Java for my research "Determining correlation between video stimulus and emotion arousal using a biometric input device".
The program stores streamed data from E4 wristband device, while playing the selected videoclip with pre-defined tag times.

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An application made with Unity and Vuforia.
For more detail about the project, visit the link below:
Link to the paper

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An augmented application made with Unity and Vuforia for 5th year research book of Icat. It built for andriod and ios.
Android
ios

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Responsible for rigging, animating and creating an augmented application with Metaio software.
Link to the project

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Responsible for rigging and remeshing the scanned model of bat nose for the research project.

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Responsible for rigging and animation.

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the story of a man in middle of a dessert, building a lighthouse in a hope that one day the ocean will come and take his paper boat to a place that it belongs.

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when media,religion and our belief represent what is the outside world to us as truth the struggle to reaching this light, will lead us to planting seed from this illusionary tree of knowledge.
better to watch it with headphone
Here is a link to making of "With or Without".

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the moment you open it, you want more,you can't ease your hunger, its your own greed that will blind you.

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Executioner and balloon is a story of Executioner that in one hand he holds his axe and in his other hand he has his balloon but one day he has to decide...

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Nothing to describe.

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In the land of emptiness, all we seek is hope...

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the short animation I made for Annual Diversity Competition in Virginia Tech.

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Our inner cell that we are lost in it. This is my first work.