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Srisha Balaji's Projects

classification_imbalanced_featureimportances icon classification_imbalanced_featureimportances

Handling imbalanced data to predict if customers will subscribe to a term deposit. Determine significant contributing features. Customer Segmentation to identify key customer groups to target the product to.

connected-vehicles icon connected-vehicles

Engineering composite modules to be installed on vehicles and roadside units to build a connected vehicular network with an objective to avert on-road accidents and provide assistance in case of fatalities

ml-flaskapp-docker icon ml-flaskapp-docker

A Random Forest classification model factorized into a Flask App and run via Docker

nlp-resources icon nlp-resources

Deep Dive Learning Material for Natural Language Processing

talent_scout icon talent_scout

Identify the most suitable candidates based on their LinkedIn headline with respect to input search tags utilizing NLP tecniques assessing a similarity score. Accomodate a supervisor signal to choose the most suitable candidate from the initial recommendations to generate new results.

target-market-via-market-segmentation icon target-market-via-market-segmentation

Implemented regression models to predict house prices and classification models to segment people of varied income groups with an objective to target market appropriate houses to suitable buyers.

yolov5 icon yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

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