Lavanya Govindaraju Email & Phone Number

Saarbrücken, Sl, De

Saarbrücken, Saarland, Germany

- Built an interactive Flask application facilitating image captioning, enhancing user experience and engagement.- Enhanced caption quality by 75% using Generative AI, and LLM driven by user input.- Implemented BERT model to efficiently substitute words, augmenting data for improved model performance and robustness.

- Developed a novel data augmentation technique, blending computer vision and NLP, boosting semantic coherence by 30%.- Conducted 18 experiments, revealing crucial insights and enhancing captioning technology.

Weinheim, Baden-Württemberg, Germany

- Developed an OCR model to automate invoice data extraction, increasing efficiency.- Increased data processing speed by 25% and efficiency by 45% using an Azure Data Pipeline with API, Power Apps, and Databricks.- Generated 5000+ synthetic images with Python scripting, resulting in a 30% boost in model accuracy.

Saarbrücken, Saarland, Germany

- Developed GANs to generate synthetic data for Industrial Control System attack simulations.- Achieved 40% higher false-negative rate in generated fake data, demonstrating successful anomaly hiding.

Saarbrücken, Saarland, Germany

- Implemented object detection algorithm for robot arm bin picking.- Presented research on advanced object detection techniques, improving visual perception and decision-making for robots.

Bengaluru, Karnataka, India

- Architected & optimized Spring Boot API, boosting response times by 40% via seamless microservices.- Designed engaging & accessible ReactJS interfaces, increasing user engagement by 75%.- Enhanced data retrieval efficiency by 50% through advanced SQL queries, refactoring, and database optimization.- Utilized Agile methodology for effective team collaboration and communication of project results.

Masters, Data Science And Artificial Intelligence

Bachelor Of Engineering, Computer Science