Data Scientist with 7+ years of experience executing data-driven solutions to increase efficiency, accuracy, and utility of internal Data Processing.
? TECHNICAL SKILLS:
Programming Languages / Software libraries : Python, R, Java, Scala, SQL, TensorFlow
Supervised and Unsupervised: XGBoost, Light GBM, Artificial Neural Networks, Auto encoders, Convolutional Neural Networks, Recurrent Neural Networks, LSTM, Bi-directional LSTM, ANN, CNN, Multi-Layer perceptron's, Linear Regression, Polynomial Regression, Logistic Regression, SVM, Random Forests, Decision Trees, K-NN, Naive Bayes, K-Means, Hierarchical clustering, Association Rule Learning, Reinforcement Learning, Self-organizing maps
Dimensionality Reduction Techniques: Principle Component Analysis (PCA), Latent Dirichlet Allocation (LDA), Kernel PCA.
Model Evaluation / Engineering: Cross Validation Technique, Activation Functions, Grid Search, Bayesian Optimization and Regularization (Lasso and Ridge Regression), Feature Selection methods, Feature Scaling.
Natural Language Processing (NLP): Text Analytics, Text processing (Tokenization, Lemmatization), Text Classification, Text clustering, Name Entity Recognition (NER), Word Embedding and Word2Vec, POS Tagging, Speech Analytics, Sentimental Analysis.
Python Programming Skills: Keras, Pandas, Numpy, scikit-learn, NLTK, SpaCy, SciPy, PySpark, Plotly, Cufflinks, Seaborn, Theano, matplotlib, Django, Flask, GloVe, Pytorch, Beautiful Soap (bs4), Web Scraping
R Programming Skills: R Shiny, MICE, rpart, CARET, random Forest, Data Preprocessing, Web Scraping, Data Extraction, Dplyr, GGplot2, Statistical Analysis, Predictive Analysis, GGplotly, rvest, Data visualization
Data Visualization: AWS Quick sight, Tableau, MS Power BI, Seaborn, Qlik View matplotlib, Plotly, cufflinks, ggplot2, RShiny.
Big Data: Hadoop, Hive, Mongo DB, Apache Spark, Scala, Pig, Sqoop
Database Servers: MySQLSQL server, SQLite, Red Shift, PostgreSQL, Mongo DB, Teradata
Amazon Web Services: EC2, Lambda, Sage Maker, EMR, S3, Quick Sight, API Gateway, Athena, Lex, Recognition, CI/CD, Code Commit, DynamoDB, transcribe, Cloud Formation, Cloud Watch, Glacier, IAM
Development Environments/ Cloud : AWS, Cloud, Azure
Salesforce Service C Salesforce Education
Salesforce Service C
Job ID
330298
Job Requirements
Salesforce Developer
Location
Schenectady, New York, US
Recruiter
Pavan
pavan.valipi@ascendion.com
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