A little about me

Engineering curiosity into capability.

My academic foundation is in information security and privacy. My broader interests sit at the intersection of machine learning, MLOps, cloud and software engineering.

Education

Master of Technology — Information Security and Privacy

Sardar Vallabhbhai National Institute of Technology (SVNIT), Surat

Currently pursuing

Professional direction

Aspiring MLOps engineer interested in taking machine-learning systems beyond notebooks — toward reproducible experiments, reliable deployment, monitoring and secure infrastructure.

What I explore

Technical toolkit.

A working snapshot of technologies and concepts I have explored. This list is editable and should evolve with hands-on experience.

Machine Learning & MLOps

PythonScikit-learnTensorFlowMLflowModel servingExperiment tracking

Security & Privacy

Information SecurityCryptographyFederated LearningIntrusion DetectionPrivacy-preserving systems

Cloud & DevOps

DockerGitHub ActionsCI/CDAWS learning pathPrometheusGrafana

Development

JavaScriptNext.jsFastAPIGitREST APIsSQL fundamentals

My approach

Learn deeply. Build practically. Improve continuously.

I value fundamentals, documented experiments, thoughtful engineering trade-offs and projects that connect academic concepts with practical systems.