Animesh

S r i v a s t a v a

Hey, I am a physics undergraduate interested in finding solutions to real-world problems using machine learning and artificial intelligence.

Let's Talk

Animesh

S r i v a s t a v a

Hey, I am a physics undergraduate interested in finding solutions to real-world problems using machine learning and artificial intelligence.

Let's Talk
A Few Words

About Me

What I Do

Apply Machine Learning techniques to solve physics problems.

I Help Machines

Hi there! My name is Animesh and I am a physics undergraduate from St Stephen’s College. In addition to my passion for physics, I have always been intrigued by the world of computers particularly in the domain of artificial intelligence. In pursuit of these interests, I have worked on projects that aim to solve physical problems using computer based methods. I have developed a diverse skill set in programming languages and am eager to continue building on that foundation. I am currently looking to pursue a master’s degree in Machine Learning and Artificial Intelligence ,and gain industry experience in fields related to computer vision or geospatial information systems. I believe that my background in physics and my growing expertise in computer science will enable me to make significant contributions and drive progress in both areas.

What I Do

I Help Machines

Hi there! My name is Animesh and I am a physics undergraduate from St Stephen’s College. In addition to my passion for physics, I have always been intrigued by the world of computers particularly in the domain of artificial intelligence. In pursuit of these interests, I have worked on projects that aim to solve physical problems using computer based methods. I have developed a diverse skill set in programming languages and am eager to continue building on that foundation. I am currently looking to pursue a master’s degree in Machine Learning and Artificial Intelligence ,and gain industry experience in fields related to computer vision or geospatial information systems. I believe that my background in physics and my growing expertise in computer science will enable me to make significant contributions and drive progress in both areas.

My Works

Projects

Active-Fire-Detection

An active fire detection model from multiband satellite imagery using a U-net architecture. The project used multiband Landsat-8 images retrieved through the United States Geological Survey’s EarthExplorer tool. Since each of these images are approximately 7600 X 7600 pixels large, many smaller 256 X 256 pixels scenes are generated and used to generate the corresponding masks depicting active fire regions. From these masks a U-Net architecture is trained to detect active fire regions in an image.

View on GitHub

PRATUSH_orbit

Determining a stable orbit for PRATUSH, a proposed lunar mission, to study the 21-cm H1 signal from the radio quiet zones behind the Moon. The project involved extensive use of GMAT, General Mission and Analysis Tool, developed by NASA for designing and optimising space missions with high fidelity. The aim was to find a stable orbit that not only guarantees maximum time in the radio quiet regions but also accounts for the uneven gravitational field of the Moon.

View on GitHub

Projects

Active-Fire-Detection

An active fire detection model from multiband satellite imagery using a U-net architecture. The project used multiband Landsat-8 images retrieved through the United States Geological Survey’s EarthExplorer tool. Since each of these images are approximately 7600 X 7600 pixels large, many smaller 256 X 256 pixels scenes are generated and used to generate the corresponding masks depicting active fire regions. From these masks a U-Net architecture is trained to detect active fire regions in an image.

View on GitHub

PRATUSH_orbit

Determining a stable orbit for PRATUSH, a proposed lunar mission, to study the 21-cm H1 signal from the radio quiet zones behind the Moon. The project involved extensive use of GMAT, General Mission and Analysis Tool, developed by NASA for designing and optimising space missions with high fidelity. The aim was to find a stable orbit that not only guarantees maximum time in the radio quiet regions but also accounts for the uneven gravitational field of the Moon.

View on GitHub

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Keep In Touch

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