Mahendra Singh

AI Engineering Consultant at Infiswift Technologies

Bengaluru, Karnataka, India
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Summary

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Senior
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Top School
Mahendra Singh is an AI Engineering Consultant with 9 years of experience building production-ready ML systems, specializing in multimodal deep learning, open-set recognition, and scalable data pipelines. He holds an M.Sc. in Artificial Intelligence from FAU Erlangen and has delivered solutions across manufacturing, insurance, and healthcare, including a multimodal defect-detection system and a document-parsing pipeline that processed over 1 TB across 300+ AWS nodes. His research on synthetic OOD generation using GANs for open-set recognition improved classifier robustness and introduced novel losses and joint training techniques now validated on benchmarks. At Sumyag he industrialized end-to-end document extraction and feature-enrichment pipelines, contributing patents for configurable ML frameworks and diverse model integration. Comfortable bridging research and deployment, he combines hands-on engineering with a knack for resourceful, pragmatic solutions and cross-domain information extraction. Outside work he’s a home chef and anime fan—bringing the same curiosity and persistence to code and character arcs.
code9 years of coding experience
job4 years of employment as a software developer
bookBachelor of Engineering (B.E.) Computer Science & Engineering, Bachelor of Engineering (B.E.) Computer Science & Engineering at Sir M Visvesvaraya Institute Of Technology
bookMaster of Science Artificial Intelligence, Master of Science Artificial Intelligence at FAU Erlangen-Nürnberg
bookKendriya Vidyalaya Sangathan
languagesEnglish, Hindi, German
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Github Skills (86)

char10
convert10
pdf-files10
text-extraction10
pdf10
extraction10
poppler10
data-extraction10
hydra9
pdf-parsing9
project-structure9
hyperparameter-tuning9
pii9
six9
pdf-generation9

Programming languages (7)

JavaC++CJavaScriptHTMLJupyter NotebookPython

Github contributions (5)

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Mahendra114027/OPTIMUS

Sep 2016 - Oct 2018

This is a system which performs a persons speech recognition which enables the system to suggest/predict the persons mood. This information can be effectively employed in various tasks ranging from Music selection to Behaviour Analysis.
Contributions:6 commits, 1 PR, 5 pushes in 2 years 1 month
pythonpersonsfeature-extractionrangingrecognition
Contributions:16 pushes, 1 branch in 5 years 2 months
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Mahendra Singh - AI Engineering Consultant at Infiswift Technologies