Mobeen Ahmed

Experience

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  Global Bridge Sol

  Jul 2016 - May 2017

  Software Engineer
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  Bay Area Wedding Fairs

  Nov 2016 - Sept 2018

  Senior Software Engineer Team Lead
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  Dice Analytics

  Mar 2018 - Sept 2018

  Technical Assistant Big Data

  Designed documentation and demonstrated technical sessions of big data technologies like MapReduce, Hadoop, Hive, Pig, MongoDB, and distributed systems.

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  Mettenmeier GmbH

  Mar 2019 - Sept 2020

  Student Software Developer

  Worked with ARCore on the Nava App and developed an accuracy indicator for quality assurance.

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  Paderborn University

  Jan 2020 - Mar 2022

  Graduate Student Research Assistant (Data Science)

  Implemented machine learning techniques for ambiguity detection and increase the overall quality of text data that impact the understanding more than 50%.Multi-turn bot to understand software requirements with text classifications and fine-tuned information extraction tranformer models & generate response with Graph Knowledge base.Use Machine Learning algorithm and state-of-the-art Transformer models (like RoBERTa, XLM-RoBERTa) with NLP for analysis and understanding unstructured data and generate Knowledge Graph.Developed machine learning based conversational AI prototypes modules for Collaborative Research Centre 901: On-the-Fly Computing and contribute in R&D. Show less

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  Axxessio GmbH

  Apr 2022 - Jun 2024

  NLP Engineer

  Machine Learning Consultant | B2B TerminFinder Project | Deutsche TelekomA standout achievement was the creation of the Core-bot an adaptable AI solution transcending the healthcare sector, now the project's central driving force. Beyond serving the medical industry, it's designed to transform appointment booking across multi-industry solution, designed and expanded the bot with cancel and reschedule features. Developed custom ML components for name entity recognition and service entities semantically mapping which increased the accuracy by more than 60%. Research and development for intent structure and extraction, fine-tuning transformer models, major contribution to increasing the accuracy of NLU models. Collaborated on proof-of-concepts involving cutting-edge ML models such as BERT, GPT-3, and Multi-lingual chatbots. One notable success was the implementation of a multi-lingual domain-specific chatbot. Show less

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  MISUMI Europa GmbH

  Jul 2024 - now

  Machine Learning Engineer