
Roozbeh Bandpey
Fähigkeiten und Kenntnisse
Werdegang
Berufserfahrung von Roozbeh Bandpey
Machine Learning Engineering Manager at Accenture Applied Intelligence
• Design, implementation and rollout of Kubernetes microservice infrastructure for enterprise recommendation platform • Led the architecture design and presales effort for self-driving cars safety testing pipelines • Solution architect at third layer vehicle data collection use case. Planned and executed microservice migration with high availability and zero downtime • Increased efficiency of customer data science teams by implementing MLOps workflow • Delivery Lead for customer engagements related to MLOps
- 1 Jahr, Sep. 2019 - Aug. 2020
Senior AI Solution Architect
Reply
• Delivered an event-driven machine learning pipeline to production for level 4/5 autonomous driving use case • Led architecture design and implementation of MLOps pipeline for enterprise ticketing e-mail bot • Design and implementation of machine learning pipelines for predictive maintenance and computer vision use cases • Held webinars on cloud computing, NLP and MLOps • Led data science team for delivery of automatic damage detection of airbag capsules by analyzing CT 3D imagery with Mask R-CNN
• Developed tools for NLG, paraphrasing, and automated slot filling • Led system design for modeling Bixby dialog flows and dialog policy management • Managed and supervised dev team and language experts for continuous delivery of NLG • Design and Implementation of data ingestion pipelines for NLG • Led development effort for automated testing/maintenance frameworks for NLG • Communication liaison for process alignments in distributed teams in a fast-paced environment
- 1 Jahr und 1 Monat, Apr. 2016 - Apr. 2017
Software Developer
Robert Bosch GmbH
Diesel Gasolin Systems R&D (DGS-ES/EXN2) • Developed real-time data converter and plotter of exhaust sensor’s output stream • Developed Databases for maintenance tracking, tracking tests on temperature sensors and exhaust sensors
- 9 Monate, Dez. 2014 - Aug. 2015
Senior Software Developer
Harris New Technology Co.
Joint operation with Marlik Co. and Tourism Organization • Developed integrated web application for hotel reservation • Designed test and deployment plans • Communication liaison between developers and stakeholders
- 1 Jahr und 2 Monate, Okt. 2013 - Nov. 2014
Software Developer
Balliaye Shomal Co.
• Developed transport and warehousing management software with C#, .Net Framework and MS SQL
Ausbildung von Roozbeh Bandpey
- 2 Jahre und 3 Monate, Okt. 2015 - Dez. 2017
Natural Language Processing & Machine Learning
Universität Stuttgart
Concentration: Machine Learning, Deep Learning, Statistical Natural Language Processing, Social Media Analysis, Text Mining, Information Extraction, Information Retrieval, Distributional Semantics, Sentiment Analysis, Emotion Analysis
- 3 Jahre und 11 Monate, Okt. 2008 - Aug. 2012
Computer Science
Shomal University
Concentration: Software Engineering, Software Development Methodologies, Web Application Development, Theoretical Artificial Intelligence
Sprachen
Deutsch
Fließend
Englisch
Muttersprache
Persian
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