Muhammad Noman

Topic: 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.

- 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.

- 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).

-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