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Sonam User

@sonamuser4

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Online educator at IIIT Allahabad teaching data science and machine learning through reproducible Python examples.

India

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What I'm looking for

I'm available for online classes, including live batches, 1:1 coaching and recorded courses. I'm comfortable teaching online and supporting learners between sessions, with flexible weekday and weekend availability.

At IIIT Allahabad, I teach and present machine learning topics including concept drift, uncertainty quantification and Explainable AI. I turn research-level material into worked Python examples that learners can run and reproduce.

At District Court, Firozabad, I trained judicial officers, advocates and administrative staff to use case management software, e-filing and digital case records. I explain things in plain language, demonstrate first, and give learners a chance to try for themselves.

Experience

Work history, roles, and key accomplishments

Current

Doctoral Researcher & Academic Presenter

Current

IIIT Allahabad

Jan 2024 - Present (2 years 9 months)

Teach and present advanced ML topics such as concept drift, uncertainty quantification, and Explainable AI at group seminars and departmental review meetings. Guide junior scholars on experiment design, reproducible Python pipelines, academic writing, and paper presentation.

Machine Learning Concept Drift Uncertainty Quantification Explainable AI Python Experimental Design Academic Writing Research Presentation

IT Trainer & Technical Support

District Court, Firozabad

Jan 2019 - Dec 2024 (5 years 11 months)

Trained judicial officers, advocates, and administrative staff on case management software, e-filing, digital case records, and video-conferencing systems. Ran virtual court hearings end to end, including scheduling, audio/video setup, connectivity checks, and live troubleshooting.

End User Training Case Management Software E Filing Video Conferencing Troubleshooting Technical Support Documentation

Education

Degrees, certifications, and relevant coursework

Indian Institute of Information Technology, Allahabad

Doctor of Philosophy, Computer Science

2024 -

Pursuing a PhD in Computer Science with a thesis on uncertainty-aware concept drift management for data streams. Coursework completed with an A grade.