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Author

Aakash Parmar

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Review 2026

Stock Market Prediction with Machine Learning using Fundamental Analysis: A Review

Stock market prediction has moved much beyond short-term technical trading signals toward deeper, value-oriented approaches grounded in fundamental analysis. This review synthesizes the findings of the previous article and studies that explore how machine learning models will utilize financial statements and accounting...

Singh Ravi Pratap Anand, Aakash Parmar · 0 citations
Review 2026

A Review of Rainfall Prediction Using Machine Learning and Deep Learning

Artificial Intelligence-driven extreme forecasting is particularly beneficial for systems dealing with localised and monsoon rainfall variability.

Naushin Sindhi, Aakash Parmar · 0 citations
2026

Optimizing MNIST Digit Recognition for Edge Devices: A Multi-dimensional Evaluation Approach

The authors introduce the Edge Suitability Score (ESS), a composite metric that combines normalized accuracy, model size, and inference speed into a single value, weighted at 0.40, 0.35, and 0.25 to reflect their relative importance for microcontroller deployment.

Rajneesh Yadav, Aakash Parmar · 0 citations

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