Ramana Kiran
SDE, Distributed Training at Amazon Web Services (AWS)
San Francisco Bay Area United States
Summary
👤
Senior🎓
Top SchoolRamana Kiran is an experienced software engineer with 11 years of applied expertise spanning distributed training, robotics, and financial services, now working on distributed training at AWS in the San Francisco Bay Area. He combines deep algorithmic chops—SLAM, NeRF, EKF, and transformer-based perception—with production-grade engineering from low-latency market handlers to deployable ONNX pipelines on embedded platforms. His background bridges research and shipping products: graduate work on SfM, NeRF and visual-inertial odometry informed robotics roles at Torc and Honeywell, and commercial scene-reconstruction software delivered at Quidient. Comfortable moving between math-heavy models and systems engineering, he has a knack for making computational geometry and optics pragmatic for edge and cloud deployment. An uncommonly cross-disciplinary practitioner, he brings aerospace rigor to ML-driven perception and distributed training problems.
10 years of coding experience
6 years of employment as a software developer
Indian Institute of Technology MadrasMaster of Science - MS Mechatronics Robotics and Automation Engineering, Master of Science - MS Mechatronics Robotics and Automation Engineering at Worcester Polytechnic Institute
Github Skills (74)
installers10
ros-node10
visual-odometry10
3d-reconstruction9
ubuntu9
python9
deep-learning9
ros9
rgb9
machine-learning9
stereo9
slam9
anaconda9
open3d8
structure-from-motion8
Programming languages (8)
Github contributions (5)
radhasaraf/rbe549-sfm-nerf
Oct 2022 - Dec 2022
Reconstruction of a 3d scene from a set of images with different view points (camera in motion)
Contributions:18 commits, 10 PRs, 41 pushes in 2 months
reconstruction3d-scenecameramotioncomputer-vision
saikrn112/notes
Sep 2022 - Jun 2024
Contributions:1105 pushes, 1 branch in 1 year 9 months
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