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1. Smart-Sort-Waste-Classification Smart-Sort-Waste-Classification Public

   Multi-task deep learning pipeline for automated waste sorting — classifies incoming waste by material type, recyclability, liquid content, & component count using four CNN models. Achieved 92.4% ac…

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2. Bioinformatics-Tools-and-Techniques-Project Bioinformatics-Tools-and-Techniques-Project Public

   Investigated the gut-brain axis in ALS by reanalyzing 16S rRNA sequencing data from 9 ALS patients and their spouse controls. Applied Python-based bioinformatics tools (scikit-bio, scipy, statsmode…

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3. Introduction-to-Big-Data-Technologies-Project Introduction-to-Big-Data-Technologies-Project Public

   An experimental investigation into Apache Spark's Catalyst optimizer, exploring when it optimizes effectively, what defeats it, and when optimization itself adds overhead. Through six controlled ex…

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4. Analysis-of-Categorical-Data-Project-1 Analysis-of-Categorical-Data-Project-1 Public

   Applying binary logistic regression to predict loan approval outcomes using applicant information such as marital status, credit history, and property area. The analysis focuses on identifying the …

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5. Analysis-of-Time-Series-Data-Project Analysis-of-Time-Series-Data-Project Public

   Developed ARIMA models and applied spectral analysis to forecast daily climate patterns in Delhi. The project involved manual seasonal differencing, decomposition of the time series into trend and …

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6. Fundamentals-of-Machine-Learning-Project Fundamentals-of-Machine-Learning-Project Public

   Implemented Python-based ML techniques to predict English Premier League match outcomes using first-half in-game statistics. Performed model evaluation across 10 randomized trials, feature importan…

   Jupyter Notebook 1