Ravi Gunti
AI And Algorithms Engineer at Gaussian Solutions LLC
Bengaluru, Karnataka, India
Summary
👤
Senior🎓
Top SchoolRavi Gunti is an AI and Algorithms Engineer with nine years of experience applying deep learning and computer vision to real-world problems. He holds a Master's in Data and Knowledge Engineering from Otto-von-Guericke University and has a strong research background in medical image analysis, including Haralick texture feature extraction and tumor classification. Ravi transitioned from hands-on IT infrastructure and cloud migrations at TCS—where he led an on-prem to AWS migration—to building production computer vision systems at Footprint Technologies and now Gaussian Solutions. He combines research rigor with production engineering, comfortable from feature engineering and model development to deployment on cloud platforms. Based in Bengaluru, he blends European research experience with Indian enterprise-scale operations, making him effective at translating prototypes into scalable deployments. Notably, his foundation in infrastructure administration gives him a practical edge in end-to-end ML system reliability and operations.
9 years of coding experience
8 years of employment as a software developer
Engineer’s Degree, Computer Science, Engineer’s Degree, Computer Science at G. Pulla Reddy Engineering CollegeMasters, Data and Knowledge Engineering, Masters, Data and Knowledge Engineering at Otto-von-Guericke University MagdeburgSecondary School, Secondary School at Good Shepherd
English, Telugu, Kannada, Tamil
Stackoverflow
1reputation
435reached
1answer
1question
Github Skills (79)
annotations10
siggraph10
hourglass10
labeling9
udp9
computer-vision9
pose9
benchmark9
datasets9
3d-object-detection9
standardized9
label-studio9
unet-image-segmentation9
medical-image-analysis9
label9
Programming languages (3)
Github contributions (5)
rtgunti/medicaldetectiontoolkit
Jul 2020 - Dec 2021
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
Contributions:59 commits, 2 PRs, 41 pushes in 1 year 4 months
trainingu-netmedicalimplementationsmask
rtgunti/PileEmUp
Jul 2018 - Oct 2021
Contributions:11 pushes, 1 branch in 3 years 2 months
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