Nishank Singla
Staff Machine Learning Engineer at Unofy IO
Fremont, California, United States
Summary
👤
Senior🎓
Top SchoolNishank Singla is a Staff Machine Learning Engineer with 11 years of experience building production-grade AI systems, currently focused on foundation models and medical imaging at GE HealthCare in Fremont. He has deep expertise in ML infrastructure and inferencing—designing scalable, microservice-based platforms using Kubernetes, Triton, OpenVINO, and AWS—and has repeatedly led efforts to consolidate monolithic deployments into cost-efficient, multi-tenant solutions. As founder of UnofyIO he took an entrepreneurial approach to democratizing GPU access, showing a practical interest in infrastructure economics and sustainable resource sharing. His work spans end-to-end ML lifecycle components from data preprocessing and augmentation to model evaluation and deployment, including clinically impactful models that contributed to regulatory clearance. Known for blending hands-on engineering with technical leadership, he also teaches and mentors engineers on deep learning practices across distributed teams.
11 years of coding experience
9 years of employment as a software developer
San José State UniversityBachelor of Technology (BTech), computer science and engineering, Bachelor of Technology (BTech), computer science and engineering at Jaypee University of Information TechnologyNanodegree, Computer Vision, Nanodegree, Computer Vision at Udacity
English
Stackoverflow
929reputation
94kreached
3answers
10questions
mongodb
top-5%
mongoose
top-5%
Github Skills (74)
huggingface10
deploying10
amazon10
mongoose9
python9
sagemaker9
mxnet9
machine-learning-models9
pytorch9
aws9
nodejs9
mongodb9
pip8
amazon-sagemaker8
spi8
Programming languages (7)
Github contributions (5)
Nishanksingla/Face-Recognition-using-VGG_FaceNet
Jan 2017 - Jun 2017
Contributions:14 commits, 13 pushes, 1 branch in 4 months
Nishanksingla/Travel-Buddy
Jan 2015 - Apr 2016
Contributions:112 pushes in 1 year 3 months
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