Rajatha R. Email & Phone Number

Frankfurt Am Main, Hesse, Germany

Data Science consultant - developing AI solutions for aviation

Germany

Enhancing business performance with AI

Germany

Computer vision and Deep Learning engineer at Güntner - building POCs to automate defrosting decisions in cooling plants

Magdeburg, Saxony-Anhalt, Germany

- Project ObViewSly 4.0 - Geofly GmbH- Semantic Segmentaion and building classification in Aerial Imagery with Deep Learning models.- Extracting and refining building-polygons and edges, working with shapefiles.- Dockerising the application and working with docker as a service eg. mongodb- Building a flask application for the project.- Data preprocessing and labeling of KML files. - Building an end-to-end deep learning pipeline for KMZ files for building classification and experimenting with different deep learning models.- Technology stack - Python - pytorch, torchvision, flask, opencv, pillow, docker

Munich, Bavaria, Germany

- AI Engineer in a Lean start-up simulation program, working with agile methodology.- Worked with Infineon Technologies and AISIN Corporation as stakeholders, to develop an application for air visualisation - air quality and pollen monitoring and forecating.- Perfomed data analysis and preprocessing, trained Machine/Deep-Learning models using Python and BigQueryML, and deployed the models on GCP cloud functions.- Worked in a cross-functional team and participated in user research/interviews/surveys, UI development, Figma prototyping, web development and team management and communication.- Technology stack - Python - scikitlearn, statsmodels, pmdarima, keras, tensorflow, Google Cloud Project, Firebase, Jira, Figma, NextJS

Ludwigshafen, Rhineland-Palatinate, Germany

Data Scientist working in industry 4.0 and predictive maintenance of critical machinery> Researching and implementing predictive maintenance in critical machinery using Machine Learning, Deep Learning and statistical models with sensor data> Python scripts for automating data pre-processing> Analysis of industrial sensors for data collection- Machine/Deep-Learning and statistical modeling for predictive maintenance of critical machinery

Magdeburg, Saxony-Anhalt, Germany

Student HiWi working with the Databases and Software Engineering Research Group, OVGUfor Prof. Dr. rer. nat. habil. Gunter Saake and researcher Gabriel Campero Durand Responsibilities:> Researching AI stack and Software Engineering practices in production Machine Learning.> Web Scraping for Database Expansion using Scrapy/BeautifulSoup and Selenium> Researching and implementing Machine Learning models to predict Employee Attrition> Prepared programming exercises and tutorials to support students at OVGU in learning ML tools/frameworks> Participated in projects and worked with Google Dopamine, Facebook Horizon and Ray for the development of Deep Reinforcement Learning models> Presented my paper on the application of economic and game theory concepts to database tasks for data distribution and query processing at the student conference held by the research group

Bangalore Urban District, Karnataka, India

Software Engineer in the financial services sector responsible for online banking monitoring and failure analysis for Lloyds Banking Group.Responsibilities:> Automation of Business-As-Usual activities in C# - - Periodic monitoring of bank databases and prod server logs for a clientele comprising the 'Big Four' > Production support for critical, category-A banking applications> Server log analysis to detect anomalies

Master'S Degree, Artificial Intelligence, 1.4

Bachelor'S Degree, Computer Science And Engineering, 2.1

Activities and Societies: > Student Editor of College Magazine - SCENario > Music clubs > Manthan National Competition > Finalist.

Music, Acoustic Guitar - Grade 2

London College of Music Examinations Certification: grade - 2 Acoustic Guitar