Muhammad Noman
Bis 2020, Backend Developer, xiQ
Aachen, Deutschland
Über mich
I am pursuing Masters in data science from RWTH Aachen and writing my thesis in ontology basis data access(obda) inside Data lakes. I am interested in Data engineering but I can hold my own in the field of Natural Language Processing (NLP), Data mining and Machine Learning, as well. I enjoy being challenged and engaging with projects that require me to work outside my comfort and knowledge set, as continuing to learn new languages and development techniques are important to me.
Werdegang
Berufserfahrung von Muhammad Noman
Bis heute 2 Jahre und 5 Monate, seit Jan. 2022
Master Thesis Student
Fraunhofer-Institut für Angewandte Informationstechnik FITTopic: Ontology-based-data-access (OBDA) in Data Lakes for heterogeneous data sources. Continuation of DataLake system from lab, under Fraunhofer FIT supervision. The DataLake contains Apache Spark, Zeppelin, Apache fuseki, MongoDB, Postgres, Hadoop HDFS. The research topic is Data discovery and Ontology based data access for heterogeneous data sources.
Bis heute 2 Jahre und 6 Monate, seit Dez. 2021
Big Data Engineer
umlaut communications GmbH
- Providing telco insights from big data with user-friendly visualisations. - Technology stack: Docker, Bash Scripting, Tableau, Spotlyt, Scala, Qgis, AWS (EMR, Cloudformation, Athena, SNS, SQS, EC2, S3).
- Assists in web development for clients or internal projects. - Intergrated Limesurvey and provided analytics based on provided answers. - Developed frontend in bootstrap and backend in PHP. - Server Administration (Gitea: used for self-hosting Git repositories). - 5G routers configuration for object location tracking.
1 Jahr und 1 Monat, Aug. 2019 - Aug. 2020
Backend Developer
xiQ
- Build new products and features through rapid build/measure/learn iterations. - Understand user experience and strive to maintain a good experience when developing interfaces. - Integrated Stripo(Email template builder) into existing website. - Data Analysis for bot detection in email tracking events, tracked by Amazon SNS service. - Web development in Python Django framework, frontend functionality in Javascript and Jquery and database management in MySql with AWS (S3, EC2, Lambda, DynamoDB, SNS, SQS).
Ausbildung von Muhammad Noman
Bis heute 4 Jahre und 2 Monate, seit Apr. 2020
Data science
RWTH Aachen University
3 Jahre und 10 Monate, Aug. 2015 - Mai 2019
Computer Science
FAST-NUCES
-Object oriented Programming - Computer Networks and Distributed Computing - Operating Systems - Database design - Artificial Intelligence - Data mining - Computer Architecture - Computer Programming - Linear Algebra - Data Structures - Discrete Structures
Sprachen
Englisch
Fließend
Deutsch
Grundlagen