I am a passionate Data Scientist with 6 years of experience in statistical modeling and deep learning.
I implement cutting edge algorithms from research paper from ground zero.
I have excellent mathematical understanding of the algorithms that helps me customize and tweak algorithms as the problem statement demands to improve the results.
Some of the algorithms that I have worked on are CNN , RCNN, RNN, LSTM, T-CN, BERT, NLP, GRU, Embeddings, Encoder-Decoder, Fourier-Transform, Empirical mode decomposition (EMD),Forecasting algos, Classification problems(Logistic regression, Decision trees, Random Forest, Support Vector Classification(SVC), XGBoost)
Regression problems (Linear regression, multinomial regression, Support vector regression etc)
Domain specific work - Retail related problem statements
Uplift modeling
Churn models
CLTV
Propensity models
Sales forecasting
Demand forecasting
Order optimization