Mukkesh Ganesh
Senior Scientist at EnChannel Medical LTD
Irvine, California, United States
Summary
👤
Senior🎓
Top SchoolMukkesh Ganesh is a Senior Scientist and applied AI engineer with eight years of experience building ML systems for healthcare and enterprise AI products, currently leading R&D in 3D cardiac mapping, semantic segmentation, and ECG signal processing to advance atrial fibrillation diagnostics. He has bridged research and production—authoring a meta-learning framework at USC that improved medical image segmentation over SOTA and deploying RAG pipelines and hierarchical agentic workflows in cloud production using GPT-4/PaLM, Pinecone, and MongoDB. Comfortable across the stack, he has handled large-scale EHR analytics, synthetic data generation, and end-to-end ML pipelines, and brings hands-on expertise in medical-NER and scalable data engineering. Based in Irvine, CA, he combines academic rigor with product-focused engineering, favoring optimization-driven approaches (hence “Nesterov-ing” through problems) and a knack for turning research into clinical-grade tools.
8 years of coding experience
4 years of employment as a software developer
Master of Science, Computer Science, Master of Science, Computer Science at University of Southern CaliforniaAISSCE - Physics, Chemistry, Mathematics, English and Computer Science, AISSCE - Physics, Chemistry, Mathematics, English and Computer Science at Maharishi Vidya Mandir Senior Secondary SchoolBachelor of Technology, Computer Science and Engineering, Bachelor of Technology, Computer Science and Engineering at Vellore Institute of Technology
English, Tamil, Telugu
Stackoverflow
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Github Skills (54)
lora10
pytorch9
amd9
llm9
inference9
llama9
fine-tuning9
mistral9
huggingface9
gpt9
cuda9
gemma9
transformer8
python8
mlops8
Programming languages (3)
Github contributions (5)
mexxxy/imad-app
Aug 2017 - Sep 2017
Contributions:106 pushes in 14 days
akshaaayyy/Elephant_detection_IOT_DL
Feb 2020 - Nov 2020
Elephant detection (from live video feed) and alert system using Edge AI and IOT
Contributions:11 commits in 9 months
video-feedalertelephantedgevideo
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