Christian Grech, PhD

Christian Grech, PhD

Intern

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location of Christian Grech, PhDMunich, Bavaria, Germany

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  • Timeline

  • About me

    Software Engineer at QuantumDiamonds

  • Education

    • L-Università ta' Malta

      2012 - 2016
      Bachelor of Engineering (BEng) Electrical and Electronics Engineering

      Activities and Societies: Latex Programming Course in Degree Plus

    • University of Malta

      2018 - 2020
      Doctor of Philosophy - PhD Computer Science
    • University of Malta

      2016 - 2018
      Master of Philosophy - MPhil Computer Science
  • Experience

    • STMicroelectronics

      Jul 2014 - Aug 2014
      Intern
    • CERN

      Jul 2015 - Aug 2015
      Summer Research Student

      • Data Acquisition Framework Development: Developed a new data acquisition framework using LabVIEW for the COLDEX (COLD bore EXperiment) project; streamlined data collection, bolstered experiment accuracy, and enhanced the system's ability to simulate complex cryogenic vacuum processes effectively.

    • CERN

      Sept 2016 - Aug 2019
      PhD Researcher (Computer Science)

      • Software Development & Machine Learning: Crafted cutting-edge software solutions using MATLAB/Python and integrated machine learning techniques; optimized data processing, fostered automated analytical capabilities, and propelled accurate and efficient characterization of intricate magnet measurements.• Magnet Measurement: Executed precise measurements on magnets for the Extra Low Energy Antiproton Ring; yielded accurate models that were instrumental in enhancing operational efficiency and driving groundbreaking scientific discoveries. Show less

    • Onest Data

      Jan 2020 - Jun 2020
      Data Scientist

      • Market Research: Worked with corporate clients’ data and analyzed survey data to extracted insight and solutions.• Client Presentations: Presented work to corporate clients, suggesting improvements to products based on clear data visualizations/dashboards, thereby driving strategic decision-making.• Dashboard Development: Created interactive and insightful dashboards using Microsoft Power BI and Tableau to effectively communicate complex data insights.

    • Gamesys

      May 2020 - Apr 2021
      Data Engineer

      • Data Management: Deployed Talend, Java, and AWS to engineer data pipelines from various disparate sources; streamlined data integration improved data accuracy, accelerated data retrieval processes, and enhanced decision-making capabilities.• Machine Learning Deployment: Collaborated with Data Scientists to deploy machine learning models; resulted in the accurate interpretation of complex data structures, enabling precise predictions and insights that propelled business performance.• Operational Enhancement: Productionized a service that automatically publishes alerts based on Anti-Money Laundering rules; increased operational transparency, reduced compliance risks, and fortified our stand against illicit activities. Show less

    • DESY

      Apr 2021 - Jun 2024
      Machine Learning Researcher

      • Machine Learning Applications: Utilized advanced machine learning models for virtual diagnostics of a free electron laser machine; propelled diagnostic accuracy, culminated in improved machine performance, and heightened scientific output.• Computer Vision Techniques: Extracted information from images through computer vision techniques for hard X-ray self-seeding operation, distilling intricate image-based data into actionable insights, steering the research direction, and advancing scientific discovery.• User Interface Creation: Architected user-interfaces using PyQt, enabling users to leverage machine learning models with ease and efficiency; bolstered user-friendliness, promoted widespread model adoption, and maximized research productivity. Show less

    • Omni Iota Science Limited (OiPub)

      Mar 2022 - Jun 2024
      NLP Data Scientist

      • Infrastructure Development: Set up virtual machines, SQL databases, Elasticsearch indices, and ingested and transformed large datasets (130 million + entries).• Natural Language Processing: Deployed NLP techniques and leveraged LLMs (BERT, Falcon, LLAMA2) on extensive datasets, to extract keywords from large texts and cluster entries based on topics.• Educational Mentorship: Guided Masters students through text analytics; facilitated a nurturing educational environment that empowered students to grasp complex concepts and apply these practically. Show less

    • QuantumDiamonds

      Jul 2024 - now
      Software Engineer
  • Licenses & Certifications

  • Honors & Awards

    • Awarded to Christian Grech, PhD
      BOV Engineering Excellence Award BOV and Chamber of Engineers Oct 2017 http://www.4-traders.com/news/Bank-of-Valletta-BOV-recognises-engineering-students-excelling-in-their-final-projects--25675585/?
    • Awarded to Christian Grech, PhD
      Best Final Year Project (Electrical Engineering Stream) Chamber of Engineers Dec 2016