Aishwarya Kumar Email & Phone Number
Who is Aishwarya Kumar? Overview
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Aishwarya Kumar is listed as Postdoctoral Research Associate at Space@VT, a company with 13 employees, based in Blacksburg, Virginia, United States. AeroLeads shows a matched LinkedIn profile for Aishwarya Kumar.
Aishwarya Kumar previously worked as Researcher at Frontier Development Lab. Aishwarya Kumar holds Doctor Of Philosophy - Phd, Aerospace, Aeronautical And Astronautical/Space Engineering from Virginia Tech.
Email format at Space@VT
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About Aishwarya Kumar
I am a planetary scientist and postdoctoral associate at Space@VT, passionate about uncovering the mysteries of planetary atmospheres and their dynamics. Through my work, I leverage observational data from remote sensing and in-situ instruments to study and characterize atmospheric phenomena on Mars. My research focuses on developing and refining mathematical and physical models to accurately predict changes in the Martian atmosphere. These efforts are essential for advancing our understanding and forecasting of Martian atmospheric conditions, which are critical to optimizing space mission strategies.As someone who works with high-volume scientific data and applies machine learning techniques to better understand the dynamics of the Martian upper atmosphere, I am eager to extend these techniques to address real-world problems. I aim to pivot this expertise toward tackling critical issues on Earth, particularly those related to climate change and sustainability. The same principles that guide my research on Mars can be adapted to forecast and mitigate environmental issues, offering innovative solutions to some of the most urgent problems facing our planet today.
Listed skills include Programming, Data Analysis, Labview, Matlab, and 20 others.
Aishwarya Kumar's current company
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Aishwarya Kumar work experience
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Researcher
CurrentImplemented SOTA ML models (Temporal Fusion Transformer, LSTM) to forecast thermospheric density.- Achieved a 10-15% reduction in prediction errors compared to current empirical models.- Developed a real-time continual learning framework that: - Automatically ingests new data, - Updates models, and - Benchmarks against previous versions and empirical.
Postdoctoral Research Associate
CurrentCurrent ProjectsSolar Flare Identification- Developing a deep learning CNN model in Python to identify large solar flare events (M/X class) using solar images.- Integrated geospatial data from GOES and NASA's SDO to create a training dataset.- Created Python libraries to process GOES reports and extract solar images from a large SDO dataset on AWS, using.
Aishwarya Kumar education
Doctor Of Philosophy - Phd, Aerospace, Aeronautical And Astronautical/Space Engineering
Master Of Science (M.S.), Electromagnetics
Bachelor Of Engineering (Beng), Electrical And Electronics Engineering
Frequently asked questions about Aishwarya Kumar
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What company does Aishwarya Kumar work for?
Aishwarya Kumar works for Space@VT.
What is Aishwarya Kumar's role at Space@VT?
Aishwarya Kumar is listed as Postdoctoral Research Associate at Space@VT.
Where is Aishwarya Kumar based?
Aishwarya Kumar is based in Blacksburg, Virginia, United States while working with Space@VT.
What companies has Aishwarya Kumar worked for?
Aishwarya Kumar has worked for Space@Vt and Frontier Development Lab.
How can I contact Aishwarya Kumar?
You can use AeroLeads to view verified contact signals for Aishwarya Kumar at Space@VT, including work email, phone, and LinkedIn data when available.
What schools did Aishwarya Kumar attend?
Aishwarya Kumar holds Doctor Of Philosophy - Phd, Aerospace, Aeronautical And Astronautical/Space Engineering from Virginia Tech.
What skills is Aishwarya Kumar known for?
Aishwarya Kumar is listed with skills including Programming, Data Analysis, Labview, Matlab, Circuit Design, Robotics, Plasma Physics, and Remote Sensing.
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