Mahendra Singh
AI Engineering Consultant at Infiswift Technologies
Bengaluru, Karnataka, India
Summary
👤
Senior🎓
Top SchoolMahendra 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.
10 years of coding experience
4 years of employment as a software developer
Bachelor of Engineering (B.E.) Computer Science & Engineering, Bachelor of Engineering (B.E.) Computer Science & Engineering at Sir M Visvesvaraya Institute Of TechnologyMaster of Science Artificial Intelligence, Master of Science Artificial Intelligence at FAU Erlangen-NürnbergKendriya Vidyalaya Sangathan
English, Hindi, German
Github Skills (66)
char10
convert10
pdf-parsing10
python-modules10
pdf10
pytorch-lightning10
pdf-to-ppm10
poppler10
hydra9
project-structure9
compilation9
keras9
medium9
hyperparameter-tuning8
graphic8
Programming languages (8)
Github contributions (5)
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
speech-recognition
Mahendra114027/mahendra114027.github.io
Mar 2017 - May 2022
Contributions:16 pushes, 1 branch in 5 years 2 months
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