skills

Data science

Data Analysis | Data Wrangling | Data Cleaning | Data Mining | Causal Inference | Bayesian Inference | Spacial and Temporal Analysis | Feature Engineering | Feature Selection | Natural Language Processing | Generalized Linear Models | SQL | Hive | Power BI | QlikView

Machine Learning

Decision Trees | Random Forests | XGBoost | Arima | Linear regression | Logistic Regression | Support Vector Machines | L1 and L2 Regularization | Model Selection | Hyperparameter Tuning | Deep Learning | CNNs | RNNs | Deep Autoencoders | LSTM with attention | Markov Models | HMMs | BOW | Glove | word2vec | KNNs

Projects

Here are a few of my highlighted projects. Be sure to visit my github to see more

Lyrics transliteration

In this project I lead a team of 5 to build a transliteration model using LSTM with attention. After web scraping lyrics in chinese and pinyin.

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Video organizer

A self initiated project to extract speech from an unorganized video dump and perform NLP to match them with their respective documents.

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