Omkar Sonawane

Results-driven Business Data Analyst with 2+ years of experience delivering scalable ETL solutions, data analytics, and business intelligence projects across enterprise environments. Completed MSc in Data Science from Coventry University with strong academic foundations in machine learning, deep learning, statistics, and predictive analytics. Professional experience at I-Cube Software LLC working on end-to-end ETL development using Informatica PowerCenter and Snowflake cloud data warehouse solutions. Skilled in SQL for complex querying, data transformation, performance optimisation, and relational database management to support business reporting and analytics. Proficient in Python using Pandas, NumPy, Scikit-Learn, Matplotlib, and Seaborn for data cleaning, exploratory analysis, machine learning, and visualisation tasks. Experienced in designing interactive dashboards and reports using Tableau and Power BI to deliver actionable insights and KPI-driven decision-making. Strong understanding of Machine Learning and Deep Learning techniques, including Regression, Classification, Clustering, Decision Trees, Random Forest, KNN, SVM, ANN, CNN, and RNN models, with hands-on experience using TensorFlow and Keras for building, training, and evaluating predictive models for real-world analytical problems.Strong knowledge of statistical analysis including hypothesis testing, probability distributions, sampling methods, correlation analysis, and model evaluation techniques. Experienced in data wrangling, feature engineering, preprocessing, and model optimisation to improve analytical accuracy and business outcomes. Knowledgeable in Natural Language Processing (NLP), predictive analytics, and time-series forecasting techniques for business intelligence applications. Familiar with Big Data technologies such as Hadoop and Spark along with distributed data processing fundamentals. Collaborative team player experienced with Git and GitHub for version control, project collaboration,