saisruthi kotagiri

Data Intern

Wayne State University AI, Big Data and Analytics Group•  May 2024 - July 2024•  Michigan, USA

Lead the implementation of AI vision automation technologies, primarily focusing on enhancing machine vision systems for industrial applications through Omniverse platform. Utilized YOLO v8 library to engineer robust machine learning models that significantly increased the identification accuracy and localization of various fasteners, streamlining automated disassembly processes.

Data Science Intern

Borgwarner•  January 2024 - July 2024•  Michigan, USA

Streamlined migration of electric vehicle telematic data to Azure Data Lake, improving data accessibility and scalability. Engineered a sensor fusion solution, merging telemetric data with varying frequencies, creating a comprehensive session view. Developed a neural network model with 90% accuracy and 85% F1 score, and implemented a multilingual machine learning model, achieving a 20% improvement in classification efficiency using OpenAI's LLMs with Azure Databricks and Azure DevOps.

Research Assistant

Wayne State University•  July 2023 - December 2023•  Michigan, USA

Directed a Twitter Data Analysis and topic modeling project, focusing on extracting and analyzing data from Twitter. Collected, processed, and interpreted Twitter data to generate actionable insights aligned with research goals. Applied the BERT model to classify words into 8 distinct topics, providing deeper insights into the discussions.

Data Analyst

Eminence Inc UK, Client SONY•  October 2021 - December 2022•  Remote, India

Automated reporting processes, achieving an 80% reduction in manual efforts and enabling real-time insights. Identified 5 distinct customer segments, driving a 30% increase in marketing campaign efficiency and 50% improvement in sales conversion rates during key promotions. Boosted Sony’s NPS by 15% through survey-driven insights that enhanced customer satisfaction.

Data Analyst

Eminence Inc UK, Client SKY•  May 2021 - September 2021•  Remote, India

Designed and implemented large-scale data integrations in GCP (BigQuery) using complex SQL and data warehousing techniques like Slowly Changing Dimensions (SCDs). Developed and automated ETL processes with Python and Unix scripting, leveraging Google Cloud Composer for orchestration and scheduling of data pipelines. Built CI/CD pipelines in GCP to streamline deployments and conducted customer segmentation analysis, integrating Adobe Target to enhance personalized marketing campaigns.