Dr. Rezaul Karim

Angestellt, Staff Data Scientist, ALDI SÜD

Abschluss: Ph.D., RWTH Aachen University

Aachen, Deutschland

Über mich

A PhD in explainable AI, who works towards developing data and knowledge-driven AI solutions to complex business and research problems and make them well-interpretable using applied machine learning, NLP, and semantic web technologies.

Fähigkeiten und Kenntnisse

Computer Vision
Bioinformatics
Artificial intelligence
Machine Learning
Software Development
Scala
Python
Apache Spark
SHAP
Research and Development
Natural language processing
Apache Hadoop
Docker
Git
Data Science
Database Management
Deep learning
Cloud Computing
Azure Databricks
MLflow
Azure DevOps
Keras
Sklearn
DevOps
SQL
Big Data
Data Analysis
Neural Networks
ML

Werdegang

Berufserfahrung von Rezaul Karim

  • Bis heute 1 Jahr und 4 Monate, seit Jan. 2023

    Staff Data Scientist

    ALDI SÜD

    Data and Analytics

  • Bis heute 2 Jahre und 7 Monate, seit Okt. 2021

    Senior Data Scientist

    Fraunhofer FIT

    > Developing data and knowledge-driven AI solutions using machine learning, NLP, computer vision. > Deploying and scaling up ML models. > Improving interpretability & fairness of ML models. > Neuro-symbolic AI over knowledge graphs.

  • 4 Jahre und 4 Monate, Juli 2017 - Okt. 2021

    Data Scientist

    Fraunhofer FIT

    > Machine learning, deep learning, NLP, computer vision. > Deploying and scaling up ML models.

  • 2 Jahre und 1 Monat, Juni 2015 - Juni 2017

    M Engineer

    Insight Centre for Data Analytics

    > Bioinformatics research, i.e., population genomics, text mining, and cancer genomics > Data integration, analysis, and development of biological knowledge graphs > Processing and analysing large-scale scientific data using Spark > Development of NLP applications and text mining tools.

  • 1 Jahr und 5 Monate, Feb. 2014 - Juni 2015

    Lead Software Engineer

    Samsung Electronics

    Leading advanced developments projects using project lifecycle management (PLM) tool and follow the Agile software development methodologies. Worked with Global Samsung R&Ds team members in Korea, India, Vietnam, and Turkey. Worked on Audio Framework, Samsung TTS and S-Voice applications for the Middle East and Africa region. Involved in the successful implementation of RTL mirroring for the Voice Recorder app for RTL languages (Arabic/Urdu/Farshi).

  • 1 Jahr und 8 Monate, Aug. 2012 - März 2014

    Sr. Software Engineer

    Samsung Electronics

  • 10 Monate, Nov. 2009 - Aug. 2010

    Software Engineer

    i2SoftTechnology

Ausbildung von Rezaul Karim

  • 4 Jahre und 9 Monate, Juli 2017 - März 2022

    Computer Science

    RWTH Aachen University

    Applied machine learning, knowledge graphs, and explainable AI (XAI).

  • 2 Jahre und 1 Monat, Aug. 2010 - Aug. 2012

    Computer Engineering

    Kyung Hee University

    Data mining and knowledge discovery.

  • 4 Jahre und 6 Monate, Apr. 2004 - Sep. 2008

    Computer Science

    University of Dhaka

    Major in Computer Science and Engineering, with minor mathematics and statistics.

Sprachen

  • Englisch

    Fließend

  • Deutsch

    Grundlagen

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