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Sneha Singh

@snehasingh13

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Data science research intern at NIT Kurukshetra researching GNNs for predictive modeling and structured data.

India

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What I'm looking for

I’m seeking a Data Science Internship where I can apply predictive modeling, time-series analysis and model monitoring to real business problems.

At NIT Kurukshetra, I’m researching Graph Neural Networks for predictive modeling and structured data analysis. At IIT Indore, I conducted a comparative literature study of anomaly detection methods for AIOps and industrial systems and performed geospatial analysis using QGIS.

In my research on dengue drug efficacy, I built a comparative framework using Random Forest, XGBoost, GNNs and VAEs; the GNN achieved the best results. I also developed a drift-aware AIOps pipeline for predictive anomaly detection and built Driftuara, an explainable drift-monitoring platform deployed on GitHub Pages and Render.

Experience

Work history, roles, and key accomplishments

Current

Research Intern

Current

NIT Kurukshetra

Researching Graph Neural Networks (GNNs) for predictive modeling and structured data analysis.

graph neural networks predictive modeling Structured Analytics

Research Intern

IIT Indore

Jan 2026 - Present (9 months)

Conducted a literature review and comparative study of anomaly detection methods for AIOps and industrial systems, including saliency-based time-series detection, VAE-based detection, and deep learning machine-vision methods. Performed geospatial analysis using QGIS.

Anomaly Detection AI Ops Time Series Analysis Deep Learning QGIS Geospatial analysis