Hi, it's me Aditya

I am an experienced Software developer with expertise in ML and Computer Vision.

About Me

As an experienced Software Developer with a strong focus on Machine Learning and Computer Vision, I am passionate about creating innovative solutions that drive success. I thrive on tackling complex challenges and am dedicated to delivering exceptional results.

  • Name: Aditya Appana
  • Occupation: Software Developer
  • Expertise: ML and Computer Vision
  • Skillset: Python, C#, C++,MATLAB, SQL, Unreal Engine 4, Unity, HTML, CSS, Git, Pycharm, IntelliJ, Visual Studio Code, Docker CE, and PyTorch
  • Collaborative: Yes

Throughout my career, I've had the opportunity to work on a wide range of projects involving Machine Learning and Computer Vision. My expertise enables me to develop and implement innovative solutions that unlock the full potential of these technologies. I am always eager to collaborate with others and contribute to the success of their projects.

Portfolio

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Sensorium - MIT Reality Hack 22 Semi-Finalist XR Project

An AR multiplayer game utilizing Arctop Brain Controller Interface and Magic Leap Headset for increased user engagement.

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Image Colorization using CNNs - Computer Vision Project

A Convolutional Autoencoder-based image color estimation model, improving colorization accuracy by 20% compared to the original research paper.

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Virtual Mouse using MediaPipe - Computer Vision Project

A Virtual Mouse with hand-tracking capabilities, improving user convenience and showcasing proficiency in computer vision techniques and deep learning frameworks.

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Experience

Khoury College Logo

Khoury College of Computer Sciences

Jan 2023 - May 2023

Graduate Teaching Assistant - Mixed Reality

Mentored 30+ Graduate students on various VR/AR concepts using Unity and Oculus Quest headsets, enabling them to develop innovative projects in the XR domain.

Viziverse Logo

Viziverse

Jun 2022 - Dec 2022

Computer Vision/ML Engineer Intern

Developed a patent-pending method for metaverse experiences using monocular Pose Estimation and Image Segmentation, which improved user immersion and interaction by 30% across Android, iOS, Mac, and Windows platforms. Leveraged cutting-edge video transmission technology to reduce latency by 60% in an XR game, leading to a 25% increase in user engagement.

Khoury College Logo

Khoury College of Computer Sciences

Jan 2022 - May 2022

Graduate Teaching Assistant - Computer Vision

Mentored 80+ Graduate students to understand complex classical computer vision concepts. Hosted weekly Office Hours, graded assignments, and provided feedback, resulting in a 15% improvement in overall assignment scores.

mHealth Research Group Logo

mHealth Research Group Khoury College

Sept 2021 - Present

Volunteer - Virtual Bicycle Highways

Developed Digital Twin simulations, optimizing Active Transportation testing on intercity highways.

Wipro Technologies Logo

Wipro Technologies

Software Engineer

Developed an advanced autonomous vehicle simulator using CARLA and Unreal Engine 4, contributing to a 20% increase in Teams revenue. Designed and built 50+ complex environments with realistic features, resulting in a 30% improvement in customer satisfaction. Utilized ROS to enhance inter-vehicle communication in the digital twin.

Contact Me

https://www.embed-map.com