Ramesh Appana

Founder And Researcher at Setspace Modulars

Hyderabad, Telangana, India
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Summary

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Senior
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Top School
Ramesh Appana is a machine-learning researcher-turned-founder with nine years of experience building ML-driven products and embedded systems. He has a PhD-focused background in pattern recognition and deep learning from the University of Ulsan and a practical track record delivering NLP, speech, and multimodal emotion-analysis systems at Leoforce. At NeoSetSpace he now applies that technical depth to physical products, designing smart-usage furniture and automating a modular Industry 4.0 manufacturing line. His blend of signal/image processing expertise, embedded-product engineering, and product architecture means he can take solutions from research prototypes to production-grade hardware and cloud services. Based in Hyderabad, he uniquely bridges research rigor with hands-on fabrication and sales enablement for the interiors industry. Colleagues describe him as an enthusiastic researcher who turns advanced ML concepts into tangible, market-ready artifacts.
code9 years of coding experience
job16 years of employment as a software developer
bookMaster’s Degree Electrical Engineering, Master’s Degree Electrical Engineering at Blekinge Tekniska Högskola
bookDoctor of Philosophy (Ph.D.) Computer Science, Machine Learning, Doctor of Philosophy (Ph.D.) Computer Science, Machine Learning at University of Ulsan
bookBachelors Degree Electronics and Communications, Bachelors Degree Electronics and Communications at Anna University Chennai
languagesEnglish, Telugu, Tamil, Hindi
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Stats
1,716reputation
274kreached
21answers
72questions
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Github Skills (44)

python10
classification10
machine-learning10
deep-learning10
tensorflow10
convolution10
fault10
bearing10
spyder9
fasttext9
ml9
deep-neural-networks9
neural-network9
anaconda9
neural9

Programming languages (5)

JavaC++JavaScriptHTMLPython

Github contributions (5)

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Contributions:28 commits, 29 pushes, 1 branch in 1 month
CNN applied to bearing signals for analysis
Contributions:5 commits, 2 PRs, 4 pushes in 1 year 11 months
pythonbearingmachine-learningsignalscnn
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