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Devanshu SharmaDS
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Devanshu Sharma

@devanshusharma1

Student researcher at IIT Kharagpur building AI systems for network attack forecasting and predictive maintenance.

India
Message

At the Computer Graphics Society, I’m building a real-time ML pipeline to simulate pseudo-haptic weight perception in VR using LSTM networks. I also mentor junior members in Blender, OpenGL, and deep reinforcement learning.

In TheRedKeep, I built an AI system that forecasts network attacks 50 seconds ahead and maps predicted states to MITRE ATT&CK stages. My projects also include a predictive maintenance pipeline for turbofan engines and a high-performance black hole renderer that increased rendering speed from 0.5 FPS to 144+ FPS.

Experience

Work history, roles, and key accomplishments

CS
Current

Executive Member, Research and Development

Computer Graphics Society

Oct 2024 - Present (2 years)

Building a real-time ML pipeline to simulate pseudo-haptic weight perception in VR via LSTM networks. Mentored 50+ junior members in technical workshops on Blender, OpenGL, and Deep Reinforcement Learning.

Education

Degrees, certifications, and relevant coursework

Indian Institute of Technology Kharagpur logoIK

Indian Institute of Technology Kharagpur

Dual Degree: B.S. (Hons.) + M.Tech, Exploration Geophysics and Financial Engineering

2024 -

Grade: 8.33/10

Pursuing a dual degree program in Exploration Geophysics and Financial Engineering with a CGPA of 8.33/10.

KB

Kendriya Vidyalaya Baikunthpur

CBSE Class XII, General Studies

2021 - 2023

Grade: 95.4%

Completed CBSE Class XII with 95.4% and Class X with 95.2%.

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