Shanmukha Vellamcheti
Doctoral Student at Auburn University, Samuel Ginn College of Engineering
Auburn, Alabama, United States
Summary
👤
Senior🎓
Top SchoolShanmukha Vellamcheti is a doctoral student and computer vision researcher with eight years of hands-on experience across the ML lifecycle, from data collection and annotation to model development and deployment. Currently at Auburn University, he combines transformer-based vision models with LLM-driven common-sense reasoning and priors to push state-of-the-art multi-object, multi-relation detection and scene understanding in open-world and zero-shot settings. His background includes robotics and medical imaging work at UCSD, production-oriented CV engineering that halved deployment costs at Omnipresent Robot Tech, and NLP-focused research at NIT Raipur, giving him a rare blend of research depth and systems-level pragmatism. Proficient in Python, PyTorch, TensorFlow, OpenCV, CV and NLP, he’s motivated by building AGI-relevant capabilities and developing ML solutions that can scale and impact real-world problems.
8 years of coding experience
1 year of employment as a software developer
Bachelor of Technology - BTech, Computer Science, Bachelor of Technology - BTech, Computer Science at National Institute of Technology RaipurUniversity of California, San DiegoDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Auburn University
Telugu, Hindi, English
Stackoverflow
1reputation
0reached
1answer
0questions
Github Skills (14)
q-learning9
gymnasium9
reinforcement-learning8
machine-learning7
deep-learning7
regex6
react4
android-sdk3
nextjs3
sdk2
kotlin2
android2
dialogflow2
vui2
Programming languages (2)
Github contributions (5)
shanmukha-MaiL/OCR-sanskrit
Feb 2019 - Mar 2024
Contributions:2 pushes, 1 branch in 5 years 1 month
shanmukha-MaiL/shanmukha-MaiL.github.io
Jul 2020 - Jul 2020
Contributions:53 pushes, 2 branches in 2 days
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