3 years of experience in data science,machine learning and analytics professional with excellent coding skills in Python .
- Proficient in Python, SQL Hands on experience with Tableau
- Statistical and other techniques: Predictive Modeling techniques such Linear, Logistic Regression, Decision trees, Random Forest, GBM, GAM,xgBoost,KNN, SVM,Naive Bayes,Neural Networks, Natural Language Processing, Image processing,Fuzzy Logic, Web scraping, Data extraction through API.
Past Major Projects
- Twitter data extraction through API and text analysis using NLP to perform sentiment analysis with visualisations in Tableau
- Market Basket Analysis of online retailer using Apriori and ECLAT.
- Product Sales forecast using machine learning techniques like xgboost, rf, Gam, lr with EDA in Tableau.
- Stock market trend analysis by ARIMA + GARCH modelling
- Creation of recommender system for an online fashion ecommerce company
- Created an image recognition tool using OpenCV
- Clustering of U.S. based cities to identify market potential for a product using demographic and consumer spend variables.
- Systemic Threat Detection Using Machine Learning
- Credit Card Fraud detection using classification techniques in Supervised Machine Learning
- Topic Modelling and document classification using Latent Dirichlet Allocation.
- Fuzzy logic algorithm to identify duplicate records in a database