Sukanya Tiwatne

WORK HISTORY

EDUCATION

ABOUT SUKANYA TIWATNE

Data Scientist with robust technical skills and business acumen. At Forbes I assist stakeholders in understanding our readership and drive revenue by building data science products.As a Senior in E&Y\'s Advisory practice, I focused on assisting financial services clients in driving their business decisions within Anti-Money Laundering and Financial Crimes space using data science solutions.Prior to EY, I have worked with Connecticut State Government’s auditing agency as a Fraud Analytics intern and within retail pharmaceutical industry as a software developer, summing up my professional services to around 3+ years.I offer my employers a well-rounded professional with strong work ethic, technical and interpersonal skills.Tools: Python, R, Tableau, PySpark, SQL, Docker, Google Cloud Platform (GCP)Techniques: ML modeling process (Research, Query Data, EDA, Feature engineering, Modeling, Evaluation,Production), Classification, Clustering, Regression, Time Series Forecasting, Statistical Tests (Chi-Sq, ANOVA), Data Drift, Feature importance (Shapley values), Hyperparameter Tuning (Optuna), Customer segmentation & ChurnAlgorithms: Sklearn models, Tree based models, SARIMAX, ETS, FB Prophet, Spacy TextRank, NMF, HSBCAN, UMAP, PCA, k-NN, k-MeansEmail: s••••••••@gmail.comGithub: https://github.com/sukanya30593\"Attitude is a better predictor of success than aptitude\".