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1. weightedClustSuite weightedClustSuite Public

   PUBLISHED -R- Package titled : weightedClustSuite . Check out the Instruction PDF! Package for Easy Performance of Unsupervised Machine Learning Density Clustering & Validation when given unique ca…

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2. Deep-Learning-to-Estimate-Forest-Tree-Density Deep-Learning-to-Estimate-Forest-Tree-Density Public

   I am personally developing a Deep Learning Classifier to estimate Tree Forest Density from Drone Analysis [Python, MATLAB]. Neural Net is based on Perspective Crowd Counting Deep Learning Architect…

   Python 4 1

3. Bladder-Cancer-Classification-using-ML-and-Computer-Vision-Research Bladder-Cancer-Classification-using-ML-and-Computer-Vision-Research Public

   I worked as an ML & Computer Vision Research Assistant for the Computer-Aided Diagnosis Lab of Michigan Medicine [C++, C, Weka, MS Excel]. My work Findings resulted as Primary Author in two Publica…

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4. Contamination-Data-Heatmap-with-Interactive-Web-Dashboard Contamination-Data-Heatmap-with-Interactive-Web-Dashboard Public

   constructed a heatmap visualization for consumer use of contamination levels in Michigan counties analyzed from 400,000+ publicly available unstructured EPA datapoints [Python, HTML]. Currently wo…

   HTML 1

5. Model-Country-Happiness-Rank-with-ML-Analytics Model-Country-Happiness-Rank-with-ML-Analytics Public

   I used Machine Learning regression and clustering analysis to predict a countries world happiness ranking from geographic/ political/ structural data as opposed to demographic data [R, Python]

   Python 1