Deepika R

About Deepika R

My concentration as a data scientist is on using time series predictive modeling to obtain insightful information. I have experience with data analytics, machine learning, and deep learning model implementation. To handle semi-structured data from multiple sources, I devised and built a data pipeline. I\'m committed to always learning new things.

Experience

1. Data Science Analyst

   Infosys

   May 2024 — Present · Bengaluru, IN

   Performed Exploratory Data Analysis (EDA) to uncover patterns and inconsistencies in product titles and specifications, enabling targeted data quality improvements.• Designed and implemented fuzzy matching algorithms to detect and resolve inconsistencies in product attributes, ensuring alignment across datasets.• Integrated LLM Gemini model to automate inconsistency detection and classification for titles and specifications, significantly enhancing accuracy and scalability.• Extracted and filtered large datasets from Google Big Query for analysis and processing, leveraging Google Cloud Platform (GCP) for efficient data handling and scalability.• Developed comprehensive unit tests using pytest to validate data processing pipelines and ensure robustness.• Conducted code quality checks with pylint, enforcing adherence to coding standards and best practices.• Automated test discovery and execution pipelines, streamlining validation processes and ensuring production readiness.

Education

• New Horizon College of Engineering

  Bachelor of Engineering - BE

  2014 — 2018

• M. S. RAMAIAH UNIVERSITY OF APPLIED SCIENCES

  Master of Technology - MTech

  2018 — 2020