Manjunatha Veerappa

Angestellt, Wissenschaftliche Hilfskraft, Fraunhofer Institut für Optronik, Systemtechnik und Bildauswertung IOSB

Karlsruhe, Deutschland

Fähigkeiten und Kenntnisse

Python
SQL
Machine Learning
Keras
Numpy
Datenanalyse
tensorflow
PostgreSQL
Kubernetes
Git
Hadoop
Linux

Werdegang

Berufserfahrung von Manjunatha Veerappa

  • Bis heute 7 Jahre, seit Juli 2017

    Wissenschaftliche Hilfskraft

    Fraunhofer Institut für Optronik, Systemtechnik und Bildauswertung IOSB

    Collected, analyzed and interpreted huge amount of RecceMan data. Achieved an accuracy of 92% using Random Forest algorithm, which is an increase of 12% than the previous model. Individually handled a project (explanation system of the model), which made customer rely on the model and its prediction. Successfully deployed the entire project to the production internally via tmux and externally via Kubernetes.

  • Explored different interpretable methods to explain the reason behind the prediction of a Residual Neural Network model. Integrated all the explainable methods along with the dashboard for data visualization, which made the model's internal mechanism transparent.

  • 4 Monate, März 2017 - Juni 2017

    Werkstudent

    KIT - Karlsruher Institut für Technologie

    Acquiring data from different sources, maintained and managed an institute’s PostgreSQL database. Interpreted the data, analyzed the results using statistical techniques and provided ongoing reports.

  • 1 Jahr und 4 Monate, Sep. 2014 - Dez. 2015

    Programmer Analyst

    Cognizant Technology Solutions

    Performed data analysis of the US based insurance data. Responsible for managing and maintenance of Oracle DB. Performed programming duties in the development, implementation and support of information systems.

Ausbildung von Manjunatha Veerappa

  • 2016 - 2020

    Sensorik

    Hochschule Karlsruhe - Technik und Wirtschaft

    Computer Science and Advanced Programming emphasized on Python & C++. Pattern recognition concepts with insights into image recognition and real-time data processing.

  • 2010 - 2014

    Electronics and Communication Engineering

    Visvesvaraya Technological University-(VTU, Belgaum, Karnataka

    Mathematics include statistics, calculus and linear algebra.

Sprachen

  • Englisch

    Fließend

  • Deutsch

    Gut

Interessen

Fitnessstudio
Cricket
Reading

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