Prakhar Dixit
Graduate Research Assistant
Arbutus, Maryland, United States
Summary
👤
Senior🎓
Top SchoolPrakhar Dixit is a PhD student and research engineer specializing in machine learning, reinforcement learning, and Sim2Real systems with nine years of hands-on experience building scalable software and robotic agents. He has driven measurable advances—such as a 20% sample-efficiency gain in model-free RL with graph-attention integrations and real-world nano-drone navigation via hierarchical RL and Sim2Real transfer. His recent work on enhancing mathematical reasoning and long-term memory in large language models has yielded state-of-the-art gains on long-memory benchmarks and practical agentic systems for enterprise tasks. Comfortable bridging academia and industry, he combines deep learning, graph neural networks, and human-in-the-loop training to make AI more robust and deployable. Based in Arbutus, MD, he pairs a strong publication and award record with an engineer’s affinity for production-ready solutions and efficiency-focused experimentation.
9 years of coding experience
7 years of employment as a software developer
Student, Deep Learning For Self Driving Cars, Student, Deep Learning For Self Driving Cars at Massachusetts Institute of TechnologyUMBCBachelor of Technology, Computer Science, Bachelor of Technology, Computer Science at SRM IST Chennai11th-12th , Computer Science, 11th-12th , Computer Science at Army Public School, Nehru Road, Lucknow
Hindi, English
Github Skills (67)
probot9
deep-reinforcement-learning8
platform-independent8
github-bot8
face8
serverless8
big-o8
unreal8
simulator8
deprecated8
dynamic8
zap8
nodejs8
deep-learning7
graph7
Programming languages (5)
Github contributions (5)
pdx97/pdx97
May 2021 - Apr 2024
Contributions:151 pushes, 1 branch in 2 years 11 months
pdx97/Digit-Classification-of-MNIST-Dataset-using-Tensorflow-Lite
Aug 2018 - Jun 2021
Contributions:17 commits, 12 pushes, 1 branch in 2 years 10 months
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