Srinivas Kulkarni
Machine Learning Engineer
Marlborough, Massachusetts, United States
Summary
👤
Senior🎓
Top SchoolSrinivas Kulkarni is a Machine Learning Engineer with 9 years of experience building and deploying deep learning solutions across cloud platforms, with hands-on roles at McKinsey, Quantiphi, and research at UT Dallas. He blends signal-processing expertise from his master's in DSP with practical ML engineering—designing CNNs for speech/noise classification, optimizing architectures to 91%+ accuracy, and exporting models to mobile. At Quantiphi he led end-to-end ML workflows from hyperparameter search and incremental learning to serverless inference on AWS and codebase refactoring for production deployment. His background in embedded systems testing gives him a pragmatic edge in reliable model integration and debugging across constrained environments. GCP and AWS certified and comfortable advising clients on trade-offs, he translates quantitative model outputs into actionable business recommendations. Based in Marlborough, MA, he combines academic rigor with client-facing consulting experience, often bridging research innovations into production features.
9 years of coding experience
5 years of employment as a software developer
Master’s Degree, Digital Signal Processing, Master’s Degree, Digital Signal Processing at The University of Texas at DallasBachelor’s Degree, Electrical, Electronics and Communications Engineering, A, Bachelor’s Degree, Electrical, Electronics and Communications Engineering, A at Sri Jayachamrajendra College Of Engineering, Mysore
English, Kannada, Hindi
Github Skills (18)
jupyter-notebook10
amazon10
jupyter9
data-science9
reinforcement-learning9
machine-learning-models9
pytorch9
python9
sagemaker9
machine-learning9
inference9
aws9
deep-learning9
amazon-sagemaker9
mlops8
Programming languages (3)
Github contributions (5)
cna274/Implementation-of-Signal-Processing-Algorithm-on-a-smartphone
Sep 2016 - Mar 2017
Contributions:8 commits, 3 pushes, 1 branch in 5 months
cna274/cna274.github.io
Jan 2017 - Aug 2017
Contributions:22 pushes, 1 branch in 6 months
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