Arpitha K

About Arpitha K

Enthusiastic Data Scientist and Artificial intelligence. Currently going on program of Data science and artificial intelligence in Netzwerk academy Adept and deep understanding of Statistical Modelling, Multivariate Analysis, model testing, problem analysis, model comparision and validation. Proficient in Statistical methodologies including Hypothetical Testing, experiment design, ANOVA, Principal Component Analysis, Cluster Analysis. Proficient in managing entire data science project life cycle and actively involved in all the phases of project life cycle including data acquisition, data cleaning, data engineering, feature scaling, feature engineering, statistical modeling, validation and monitoring. Proficient in Machine Learning algorithms and Predictive modeling including Regression Models(Linear Regression, Logistic regression, Lasso and Ridge regression).Decision Trees, Random Forests, Navie Bayes Classifier, KNN, SVM, Clustering, Kmeans, Ensemble Models, XGBoost, Neural Networks, Dimensionality reduction using Principal Component Analysis. Implemented Bagging and Boosting to enhance the model performance. Proficient in Python SciPy Stack packages including Numpy, Pandas, Matplotlib and Scikitlearn. Experience in implementing data analysis with various analytic tools, such as Anaconda, Jupyter Notebook and Excel. Proficient in data visualization tools such as Tableau, Python Matplotlib to create visually powerful and actionable interactive reports and dashboards. Effective team player with strong communication and interpersonal skills possess a strong ability to adapt and learn new technologies and new business lines rapidly SQL1. Good at constraints, clauses.2. Proficient in subquery and joins(Inner join, Outer join, Self join).3. Skilled in single and Multirow functions. MICROSOFT OFFICE : Word, MS-Excel, Power point Concepts of Machine Learning, Deep learning and Tableau. Working technologies with Python, Tableau. Predictive Modeling and Data analysis. IDEAS with Jupyter Notebook, Anaconda Python.

Experience

1. Analyst

   Accenture

   Oct 2021 — Present · Bengaluru, IN

Education

• Vemana Institute of Technology - Koramangala, Bengaluru

  Bachelor of Engineering - BE

  2015 — 2019