Lavanya Govindaraju

A highly skilled professional with 2.5+ years of of data science and computer vision experience to develop innovative software solutions. Passionate about technology, quick learner, attention to detail, and dedicated to delivering reliable, high-quality work. Demonstrated ability to develop innovative software solutions and leverage analytical skills to drive success.

Data Science Intern, at Freudenberg Group (April, 2023 - present)

• Implemented machine learning models to extract data from text documents on an AI platform.
• Optimized the ML model, achieving a significant performance boost of 30% and a notable increase in accuracy by 15%.
• Collaborated and designed, intuitive flowcharts and presentations to communicate user requirements effectively resulting in a 20 % increase in stakeholder satisfaction.
• Created an efficient data pipeline using API integration to extract data from the AI platform and transfer it to Databricks in Microsoft Azure, resulting in a 30% reduction in processing time and a 40% increase in overall pipeline efficiency.

University Research Assistant at CISPA GmbH (March 2022 - April 2023)

• Implemented various Generative Adversarial Networks (GANs) to effectively generate synthetic data, with the aim of attacking defense models in the field of ICS-Invasion.
• Conducted extensive evaluation and comparison of generated fake data against original datasets, revealing a 40% higher false-negative rate, demonstrating successful anomaly hiding.

Research Assistant at ZeMA GmbH (March 2022 - August 2022)

• Implemented YoloR for precise detection and recognition of overlapping objects in the robot arm bin picking, ensuring optimal accuracy and efficiency.
• Annotated over 300+ images using online libraries, resulting in a notable 20% increase in accuracy.
• Presented comprehensive research on diverse object detection techniques, equipping the team with valuable insights to enhance visual perception tasks and make informed decisions.

Junior Support Engineer at DXC Technology (October 2018 - January 2020)

• Designed and developed captivating user interfaces using ReactJS, resulting in a remarkable 30% increase in user engagement and satisfaction.
• Implemented high-performance REST API using Spring Boot, enabling seamless communication between micro-services and achieving a 40% reduction in response time.
• Improved data retrieval efficiency by 50% through advanced SQL queries, optimizing data manipulation and enhancing overall data management capabilities.
• Ensured clear and concise communication of results and statistics following the agile methodology, increase in team collaboration and alignment of project goals.

Masters in Data Science and Artificial Intelligence

• Universität des Saarlandes, Saarland, Germany

Bachelor's in Computer Science Engineering 

• Dr Ambedkar Institute of Technology, Bengaluru, India