My profile is as follows:-
4 years of experience in using statistical analysis,machine learning and artificial intelligence to solve complex problems
- Proficient in R programming , Python, SQL,Matlab ; Hands on experience with VBA & Tableau
- Statistical and other techniques: ANOVA,MANCOVA,CHi quared ,Fisher test etc,Predictive Modeling techniques such Linear, Logistic Regression, Decision trees, Random Forest, GBM, GAM,xgBoost,KNN, SVM,Naive Bayes,SEM,Neural Networks, Natural Language Processing, Image processing,
Past Projects -
- Stock market trend analysis by ARIMA + GARCH modelling and LSTM with Tensorflow and price prediction using Kalman Filter
- Creation of recommender system for an online fashion ecommerce company
- Prediction of Horse Racing Outcome using Conditional Logistic Regression and Svm
- Prediction of outcomes of football matches matches for Turkish Leagues.
-Market Basket Analysis for an online retailer using aprioori,cspade and eclat.
- Twitter data extraction through API and text analysis using NLP to perform sentiment analysis with visualisations in Tableau
- Churn Modelling for various business verticals ,like players playing an online game, telecom customers etc using Tensorflow
- Product Sales forecast using machine learning techniques like xgboost, rf, Gam, lr with EDA in Tableau.
- Systemic Threat Detection Using Machine Learning using ANN
- Credit Card Fraud detection using Deep Learning Techniques with Tensorflow