Akhil Rana
Senior Machine Learning Engineer at KARL STORZ
Kippenhausen, Baden-Württemberg, Germany
Summary
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Senior🎓
Top SchoolAkhil Rana is a Senior Machine Learning Engineer with nine years of experience building and deploying practical AI systems across remote sensing, medical imaging, and computer vision domains. He blends academic rigor from an MSc in Artificial Intelligence with hands-on industry work at Planet, Airbus Defence and Space, Avira, and KARL STORZ, owning end-to-end ML pipelines from data preprocessing to model deployment. His expertise spans generative AI, deep learning, and self-supervised methods tailored to low-label settings, and he has applied these to real-world problems like satellite imagery segmentation and medical image analysis. Akhil also brings freelance experience optimizing deep CNNs for edge deployment (TF-Lite) and experimenting with reinforcement learning for trading and control, showing a pragmatic focus on performance and resource efficiency. Based in Baden-Württemberg, Germany, he is known for turning research ideas into scalable production solutions and for pushing boundaries in self-supervised approaches where labeled data is scarce.
9 years of coding experience
9 years of employment as a software developer
Bachelor of Technology - BTech, Computer Science, Bachelor of Technology - BTech, Computer Science at ITM UNIVERSITY, GWALIORMaster of Science (MSc), Artificial Intelligence, Master of Science (MSc), Artificial Intelligence at RPTU Kaiserslautern-Landau
English, Punjabi, Hindi, haryanvi
Stackoverflow
365reputation
56kreached
6answers
4questions
Github Skills (78)
csv9
nteract7
generative7
pandas7
sql7
database7
gis7
raster7
google-cloud-ml-engine6
gdal6
datasets6
django6
google-cloud-platform6
toolbox6
julia6
Programming languages (4)
Github contributions (5)
AkhilSinghRana/akhilsinghrana.com
Jul 2024 - Oct 2024
This is code base for akhilsinghrana.com
Contributions:52 PRs, 107 pushes in 3 months
AkhilSinghRana/Stock-Trading-ReinforcementLearning
Mar 2020 - Jun 2020
Contributions:36 commits, 31 pushes, 1 branch in 2 months
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