About Me
I'm a Data Scientist having experience in NLP, Computer Vision using Python. I also know RESTful API, Google Analytic.
My skills include:
- ALGORITHMS:
- ML Algorithms: SVM, Lin... Show More
Skills
Others
Data & Analytics
Web Development
Operating System
Software Engineering
Programming Language
Database
Software Testing
Positions
Portfolio Projects
Company
Twitter Recommendation Engine
Description
Developed a Twitter Recommendation Engine using Natural Language Toolkit (NLTK), LSTM, and other NLP techniques like Tokenization, Lemmatization and Deep Learning layers: Dense, Dropout, embedding etc.
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The Natural Language Toolkit - NLTK TensorFlow Deep Learning LSTM Natural Language Processing Artificial IntelligenceTools
AtomCompany
Credit Card Fraud Detection
Description
Credit Card Fraud Detection: Visualization of data and understanding Outlier Removal Trade-off, using Dimensionality Reduction and other measures for highly imbalanced dataset, created a model for same.
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Tools
Jupyter NotebookCompany
Hotel Review Analysis
Description
Hotel Review Analysis: Found correlation between reviewer's nationality and scores using data-driven approach, performed sentiment analysis, fit a regression model on reviews and score to see which words are more indicative to a higher/lower score, and simple recommendation engine to the guest who is fond of a special characteristic of the hotel.
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Python The Natural Language Toolkit - NLTK Matplotlib Natural Language Processing Algorithm DevelopmentTools
Jupyter NotebookCompany
OCR (Optical Character Recognition)
Description
OCR (Optical Character Recognition): To build model for Handwritten Text Recognition using CNN, RNN, OpenCV (cv2), NumPy, TensorFlow, CTC loss and decoding layer.
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OCR Tesseract OpenCV Convolutional Neural Network - (CNN) Recurrent Neural Network - RNN TensorFlow NumPy PythonTools
Jupyter Notebook Ubuntu