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Data Scientist with 5 years of experience in domains like Data Science, data warehousing, Python, Django, Tensorflow.... Show More
Data & Analytics
Traffic Sign Classifier
- Trained convolutional neural network to classify the traffic signs.
- Trained model so it can classify traffic sign images using the German Traffic Sign Benchmark Dataset.
- Tested the model on images of German Traffic Sign from the web.
- Developed a software pipeline to reliably detect and track cars in a video from a front-facing camera on a car.
- Performed feature extraction on a labeled training images and trained a SVM classifier.
- Executed the pipeline on a video stream which tracked the vehicles.
Unsupervised Web Data Extraction System
- Data extraction from web through searching plays a major role.
- Proposed an unsupervised approach that learns from the web documents and can later be used to extract data from similar documents.