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IdentityI have 5 years of professional experience and my primary skill set involves in data analysis and machine learning using python ( numpy, pandas, scikit learn, NLP, decision tree, keras, logistic regression, random forest, unsupervised learning using clustering and DBSCAN, time series using ARIMA and winter holt)
Some of my projects include:
- Claims forecasting using SARIMAX, ARIMA and Holt-Winter models for an insurance
company
- Predicting loyalty score for hotel customers using xgboost and random forest
- Store segmentation of a retail company using clustering : k-means, k- medoids, gowers
distance and DBSCAN
- Market Basket analysis using apriori and frequent pattern matching
- Document classification using lstm and keras
- Machine learning interpretability using shap values
I have an analytics certification from Great Lakes and have been tutoring the students there since 1 year.
I have been helping out students and professionals in various activities like data analysis, student assignments, web scraping and deploying code in AWS using EMR cluster, S3 buckets, EC2 instances, sage maker and lambda functions
In my free time I collect cricket data for analysis and visualization and participate in Hackathons
