Hi, I’m ADITYA SONI I have more than 2 years of experience in product, marketing, and e-commerce analytics. I am a recent MS Business Analytics graduate (CGPA 3.89) from the University of Texas at Dallas. I am extremely passionate about working on Data Problems. When I'm not working or reading, I like to spend my hours actively cycling, working out, and Cooking! On top of this, I am a product geek, and I like spending time working on case studies to revamp existing products in the market.
I have skills in:
Product management using JIRA, Confluence, Asana, and Monday.
Product & Marketing: Campaigns management, Marketing - Sales funnels, Marketing Automation, A/B testing, Market Basket Analysis, Sentiment Analysis, User Journey Analysis, Google Analytics, CRMs
Data manipulation & Modeling using Python (OpenCV, Pandas, NumPy, scikit, matplotlib, TensorFlow)
Data wrangling using SQL
Data Visualisation using MS Excel & Tableau.
Statistical analysis, Hypothesis testing(A/B Testing)
Skills and Expertise Data Analysis: Data Modelling, Data Wrangling, Python (Pandas, NumPy, scikit, matplotlib, TensorFlow), SQL, R, SPSS, MATLAB, Statistical analysis, Hypothesis testing, Big Data Analytics
Data Visualization/Dashboard: Tableau, Advanced MS Excel, Microsoft Power BI looker
Machine Learning: Supervised learning (KNN, Random Forest, Regression Analysis, General linear models, Naïve Bayes Classifiers, CHAID, Gradient Descent), Unsupervised learning(K-means, PCA, Clustering), Neural Networks, Ensemble Methods, Regularizations
Cloud: AWS(SageMaker, Redshift, EC2, S3), GCP