Prudvi Kamtam
Graduate Research Assistant
Orlando, Florida, United States
Summary
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Senior🎓
Top SchoolPrudvi Kamtam is a graduate research assistant and soon-to-be MS in Computer Science at UCF with eight years of industry and research experience focused on computer vision, machine learning, and deep learning. He has contributed to CVPR‑accepted work by creating the UCF101-DS action recognition dataset and benchmarking SOTA CNNs and Transformers, and has practical expertise training and fine-tuning ResNet and MViT-based architectures on distributed GPU clusters. Prudvi’s industry experience spans health‑tech and mobile computer vision—driving a 30% improvement in rehabilitation outcomes at MirrorAR and optimizing on-device inference via TFLite/ONNX conversions and quantization. He’s fluent in PyTorch, AWS (EC2, SageMaker, Glue, Lambda) and slurm-based HPC workflows, having reduced training times by up to 6x and scaled several datasets by 10x for ReID and gait tasks. Comfortable bridging research and product, he’s delivered end-to-end MLOps pipelines and interactive visualization dashboards while co-authoring academic work. Pragmatic and curious—his Github tagline “Trying to connect the dots” mirrors a pattern of turning datasets and prototypes into deployable ML systems.
8 years of coding experience
2 years of employment as a software developer
Engineer’s Degree, Computer Science, Engineer’s Degree, Computer Science at JNTUH College of Engineering HyderabadMaster's degree, Computer Science, Master's degree, Computer Science at University of Central Florida
Stackoverflow
356reputation
297kreached
4answers
2questions
Github Skills (78)
summaries10
deeplearning-ai10
bit10
face9
pose9
deep-learning9
caffe8
neural-network8
machine-vision8
human-pose-estimation8
cpython8
python-bindings8
machine-learning8
openpose8
pytorch8
Programming languages (6)
Github contributions (5)
greysou1/Preemptive-sleep-detection
Jan 2020 - Apr 2021
Contributions:5 PRs, 8 pushes, 1 branch in 1 year 2 months
greysou1/FaceRecognition
Nov 2019 - Feb 2021
Webcam face recognition using tensorflow and opencv
Contributions:2 PRs, 11 pushes, 1 branch in 1 year 3 months
webcamface-recognitionrecognitionface-detectiontensorflow
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