Sai Lalitha ponugupati
Angestellt, Data Scientist, Zielke GmbH
Bremen, Deutschland
Über mich
As a data scientist, I developed and fine-tuned a state-of-the-art GAN, VAE and LSTM based machine learning models. Prior to that, I worked as an associate consultant at Capgemini, where I managed and executed multiple projects. I have a masters degree in control systems, microsystems and microelectronics from the University of Bremen, and a Google Data Analytics Certificate from Coursera. I am proficient in Python and SQL, with expertise in statistical analysis, predictive modeling, and data visualization. I am passionate about leveraging data to optimize processes, enhance decision-making, and deliver tangible business outcomes. I am open to new opportunities where I can contribute my expertise in data science and machine learning to drive innovation and success. I am eager to learn new skills and technologies, and to collaborate with diverse and talented teams. I value creativity, curiosity, and problem-solving in my work.
Werdegang
Berufserfahrung von Sai Lalitha ponugupati
Bis heute 8 Monate, seit Okt. 2023
Data Scientist
Zielke GmbH
- Focused on developing PDF parsing algorithms to extract text information from PDF documents. - Utilized Natural language processing techniques to analyze the extracted text, identify relevant ESG-related information, and extract key data points. - Train LLMs to understand the context in which ESG-related information is presented within the PDF documents, enabling accurate extraction of data.
5 Monate, Aug. 2022 - Dez. 2022
Student Research Assistant
DFKI GmbH
2 Jahre und 3 Monate, Okt. 2020 - Dez. 2022
Studentische Hilfskraft
DFKI GmbH
- Developed a LSTM based model for time series sensor data. - Streamlined the submission process for 5th International Conference on System Integrated Intelligence. - Enhanced dataset quality by 15% through successful execution of image preprocessing techniques, including resizing, normalization, and noise elimination.
2 Jahre und 8 Monate, Aug. 2016 - März 2019
Data Scientist
Capgemini India Pvt. Ltd.
- Worked collaboratively with various stakeholders and synthesized complex data from them into actionable goals. - Successfully oversaw projects in Inventory and HR Management, using tools like frameworks, mathematics, and cloud services to improve operations. - Used HTML5, JavaScript, and CSS to create easy-to-use interfaces, improving user experiences. - Utilized Machine Learning algorithms to forecast demand patterns.
2 Jahre und 8 Monate, Aug. 2016 - März 2019
Associate Consultant
Capgemini India Pvt. Ltd.
Sprachen
Englisch
Fließend
Hindi
Fließend
Telugu
Muttersprache
Deutsch
Gut