Provide bigdata architecture, preparation, modeling, evaluation and visualisations to drive insights using statistics and ML models.
- Exploratory analysis : Descriptive statistics, correlation, ANOVA,
- customer segmentation using clustering, RFM and classification techniques
- Market basket analysis : data models based on CRM and marketing data : python, Sparkcm data among the word to prepare sales forecast
Technologies : hadoop, scala, spark,, Python(sckit-learn, matplotlin, pandas, scipy, numpy,seaborn) , knime, dataminer, SAS(JMP), Elasticsearch, MongoDB
Algorithms : regression, clustering, classification, decision tree, time series, rule association, PCA, NLP
with Agile mindset, time management is the key to meet deadlines. In general, Customer Concentration is important in this type of situation. Find the right way to deliver good work in time is not just a challenge but it is a personal commitment to respect.