Zaid Ur Rehman

Verantwortlich für: 1) Entwicklung, Weiterentwicklung und Support von Backend-Systemen mit dem Schwerpunkt Massendatenverarbeitung und Datenveredelung, einschließlich des Einsatzes von Machine-Learning-Methoden 2) Konzeption und Entwicklung von neuen Softwarelösungen und -architekturen in Abstimmung mit dem Team und der Fachabteilung 3) Vorbereitung der Systeme und grundlegende DevOp-Aktivitäten Python Entwicklung auf Linux Systems, mit Elastic Search, Apache Kafka, Redis, Keras, Tensorflow, PostgreSQL

- Part of development team for an online simulations and database portal for material scientists - Deploying virtual machines for molecular dynamics software for high throughput computing - Writing python wrappers for running simulations and data generation

I developed Machine learning models as an alternative to simulations based on discrete element methods.

At Chair of Bioinformatics, with Dr. Fabrizio Costa: - Development of mathematical model to compare motif discovery tools in biological sequences - Parameter tuning using optimization techniques on computer clusters - Development of JavaScript based visualizations to aid bioinformatics lectures - Programming Language: Python At Soft Matter Science, IRTG, with Dr. Volker Knecht: - Linux and Windows based systems installation, configuration & upgradation

Thesis Title: Peptide Detection Using Convolutional Neural Network - Fragmented protein molecules are studied as spectrum using Mass Spectroscopy (MS) - MS data rendered into images with marked labels for valid peptide spectra - CNN to detect peptides by their characteristic pattern

Specialization in Lasers and Opto-electronics