Data Scientist

Krish Vanapalli

Data Scientist Dell EMC Certified

Dell EMC certified data scientist with over 13 years of IT industrial experience, and with over 3 years of demonstrated expertise in Machine learning algorithms development, predictive modelling and time series forecasting to infer insights and forecast for several use cases.

Created machine learning models to achieve automatic defect classification with over 95% accuracy. Attained 30% reduction in field operational costs with innovative ML algorithms. Demonstrated expertise in industry revolutionizing predictive maintenance algorithms involving anomaly detection and time series forecasting. Keen developer of text analytics to infer insights from text data.

Summary of Qualifications:

- M.Tech. with focus on Artificial intelligence and computer science

- Over 13 years of IT industrial experience in multiple domains

- Hands-on Machine Learning experience in EDA, data visualization, experimental design and data Modeling

- In-depth knowledge of Anomaly detection, Time series forecasting, Predictive modelling

- Knowledgeable in Statistics (Correlation study, Hypothesis Testing, Analysis of Variance, Stochastic Modeling)

- Expert in finding innovative solutions for complex problems with strong communication and team working skills

- Journal publications, white papers and several outstanding contribution awards

Highlights of Skills:

Machine and deep learning models :- Anomaly detection, SVM, LSTM, Random Forests, Gradient

boosting, Clustering, RNN, PCA, Ridge regression, SGD, Text analytics

Machine learning tools :- Scikit-learn, Keras, Tensorflow, Flask, Statistics

Programming languages :- Python, NumPy, Pandas, Java, C++

Data Visualization :- Matplotlib, Seaborn

Big data technologies :- Hadoop, Pig, Hive, Sqoop, Spark, SAS, Excel

Database technologies :- SQL, NoSQL, Mysql, MongoDB

SDLC process :- Agile, GIT

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