Shivani

Supported client project by analyzing large-scale structured and unstructured datasets using Python (Pandas, NumPy), improving data-driven decision-making and product performance.

Conducted Exploratory Data

Analysis (EDA) and created insights using data visualization tools (Excel, Power BI) to identify trends, patterns, and anomalies. Performed data cleaning, validation, and preprocessing using Excel and Python, ensuring high data quality, consistency, and reliability across datasets.

Data Research Analyst Intern at IXORA GLOBAL SERVICES | GOOGLE (Client) (2025-07 – 2025-09)

• Supported client project by analyzing large-scale structured and unstructured datasets using Python (Pandas, NumPy), improving data-driven decision-making and product performance.
• Conducted Exploratory Data Analysis (EDA) and created insights using data visualization tools (Excel, Power BI) to identify trends, patterns, and anomalies.
• Performed data cleaning, validation, and preprocessing using Excel and Python, ensuring high data quality, consistency, and reliability across datasets.

Data Research Analyst Intern at IXORA GLOBAL SERVICES | APPLE (Client) (2024-11 – 2025-01)

• Enhanced AI-powered digital assistant performance by analyzing over 5000+ multi-modal user interactions (email, voice, text, image).
• Improved data quality and Natural Language Processing (NLP) outputs by identifying patterns, inconsistencies, and user behavior insights.
• Collaborated with cross-functional teams to refine data feedback loops and support machine learning model optimization.
• Performed data labeling, and error analysis to improve model accuracy and overall system performance.

Bachelor of Technology in Data Science – Malla Reddy Institute of Engineering and Technology (2022 – 2026)

12th – Sri Gayatri Secondary Education (2022 – 2022)

10th – CMR High School (2020 – 2020)