Mehran Soltani

Experience

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  Amirkabir University of Technology - Tehran Polytechnic

  Sept 2017 - Jun 2018

  Digital Communications Systems II Probability & Statistics Statistical Learning

  • Teaching Assistant

    Jan 2018 - Jun 2018

  • Teaching Assistant

    Jan 2018 - Jun 2018

  • Teaching Assistant

    Sept 2017 - Jan 2018
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  PART Financial Data Processing

  Jul 2018 - Mar 2020

  Data Scientist

  - Collaborated with the marketing and risk management teams to perform quantitative analyses and provide data-driven business decisions.- Designed and Implemented ML predictive models for time series prediction and used transfer learning to improve previous models. - Implemented a recommendation engine for asset optimization using Deep Learning and optimization algorithms.- Used statistical signal processing techniques to pre-process time series data and improve AI models' performance. - Developed and combined signal processing and deep learning algorithms for signal classification and algorithmic trading.- Worked with MLflow and Metaflow platforms to develop, track and manage end-to-end ML lifecycle. - Deployed the ML models into production on Amazon EC2 instance using FastAPI, Flask, and Docker. Show less

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  Aranuma

  Aug 2019 - Jul 2020

  Machine Learning Engineer

  - Implemented signal processing algorithms for statistical analysis of time series data and remote monitoring of industrial devices.- Developed and trained various predictive machine learning models for machinery maintenance and anomaly detection.- Collaborated with machinery engineers to combine signal processing and ML models to provide them with actionable insights.- Worked with MLflow platform to track, improve, and maintain existing ML algorithms in production. - Improved existing ML and AI predictive methods using transfer learning techniques to increase monitoring efficiency. Show less

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  DTU - Technical University of Denmark

  Jul 2020 - Jun 2023

  PhD Researcher, Machine Learning in Photonics Systems
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  Politecnico di Torino

  Jan 2023 - Mar 2023

  Guest Ph.D. Researcher
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  Nexi Group

  Aug 2023 - now

  Data Scientist and ML Engineer in Issuing Solutions - NETS/NEXI

  -Agile working methodologies to enhance project efficiency and collaboration among cross-functional teams.- Applied statistical data analyzing techniques on large scales of transaction data from various financial sectors in Europe.- Communication with our stakeholders aiming to provide them with data-driven insights.- Developing various ML models on big data platforms, aiming to engage customers in adopting recommended products.- Collaborated in implementing MLOps best practices on Cloud platforms to deploy the ML models in production. Show less