About Me
Expert in Data mining, Machine learning with research interest towards High dimensional data analysis, dimensionality reduction and optimization. Pursuing passion towards data science and Aritificial intelligence.
U.S election 2016 pre-election results using twitter sentiment analysis was the one that made me engross towards the field of DataScience. Now a 2nd year Masters student developing skills toward Reinforcement learning, Time series analysis with irregularity and NLP-textmining.
* Skilled in building predictive models using statistical packages such as Python, R, SAS, AzureML with below expertise
- Multivariate regression
- Ensemble Bagging and boosting
- Genetic algorithms
- Reinforcement learning
- Model evaluation techniques
* Extensively worked on Thesis involving NLP-textmining based Fraud detection using unsupervised and supervised algorithm
- Text preprocessing
- Text classification
- Text Medelling
- word embedding models
- Automated skip-gram word2vec model variant
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