Fakabbir Amin
Lead Researcher @Siemens
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WORK HISTORY
Lead Researcher @Siemens
Munich, DE
Currently on a project delegation to Munich. Project involves developing a common interface framework via knowledge graph to connect different data sources e.g SAP, Redmine\\\\n\\\\n• Industrial Knowledge Graph: Led development and maintenance of robust data pipelines to a 20TB industrial knowledge graph, amplifying the organization\'s data-driven capabilities. The pipelines are python codes deployed on ECS and AWS Lambda with neptune(knowledge graph) and mongoDB(NoSQL) as database, along with Kafka to handle events.\\\\n\\\\n• Querying Graph Using Free Text: Implemented a comprehensive search functionality to streamline data querying processes. It includes creating indexes on elastic search and adding federated SPARQL query support to the graph database.\\\\n\\\\n• ETL Pipelines: Architected and implemented ETL pipelines utilizing AWS Glue and leveraging cloud-based resources to automate and streamline processes, enabling efficient data integration and synchronization.\\\\n\\\\n• Optimized the PDF handling pipeline, enhancing its performance and scalability, enabling seamless processing of a substantial volume of documents, significantly improving overall efficiency and data accessibility. The pipeline is deployed as Docker container.\\\\n \\\\n\\\\n \\\\n \\\\n\\\\n \\\\n
EDUCATION
Indian Institute of Technology, Roorkee
Master's degree, Physics, 83 %
ABOUT FAKABBIR AMIN
I am a Full Stack Engineer with expertise in NLP and textual data. Have build AI based platforms on cloud for more than 7 years with experience of 5 years of leading developments of data driven projects. I am a certied Scrum Master with agile approach of building and leading product development. I have actively contributed to various open-source libraries. Also collaborated with universities(IISc) and global teams to build and navigate product roadmap and development of industrial solutions in the field of ML and AI.* 7+ years of experience with building software around research.* 3+Patent in AI/ML * FOSS Contributions@ LibreOffice,pdfminer.six and few other * Certified Scrum Master * Managed Engineering Team of 5-10 * Fullstack Development with AWS cloud.* Cofounded Chapto Educational Platform.* Experience with scaling solutions such as Docker, Kafka, etc. Quick Resume: https://f4amin-cv.tiiny.site/
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