Devika Anil

• Completed a structured internship covering data preprocessing, machine learning model
building, and data visualization.
• Delivered major and minor projects focused on real-world data analysis use cases and
predictive modeling pipelines.

• Completed IBMs AI Fundamentals program covering core concepts of artificial intelligence,
machine learning, neural networks, and responsible AI.
• Gained practical exposure to IBM AI tools and cloud-based learning environments.

Assisted in collecting, cleaning, and analyzing large datasets to identify meaningful trends and patterns.

Performed data preprocessing, validation, and transformation to improve data quality and accuracy.

Applied statistical analysis and data visualization techniques using Python libraries such as Pandas, NumPy, and Matplotlib.

Developed predictive models and generated insights to support data-driven decision-making.

Created reports and dashboards to present findings clearly to stakeholders.

Collaborated with team members to solve business problems using analytical and data science methodologies.

Gained hands-on experience in machine learning concepts, exploratory data analysis (EDA), and data interpretation.