Andrei-Laurentiu Bornea

Experience

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  Freelance

  Sept 2021 - Mar 2023

  Machine Learning Engineer

  I combined technical skills with a strategic approach to help clients make the most of AI. Beyond building scalable machine learning solutions, I worked closely with clients to align AI strategies with their goals, ensuring each project delivered real impact and long-term value.

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  IP Paris Racing Team

  Oct 2022 - Mar 2024

  Chief Financial Officer

  Student association aiming to build an electric race car by 2024 for participating in the Formula Student challenge.

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  Inria

  Jan 2023 - Jun 2023

  Research Assistant

  During my project research laboratory internship, I delved into Open Information Extraction with a focus on entities, assessing GPT-3's performance, running experiments, and producing a detailed report. I also surveyed recent OpenIE datasets and models and built a neural network-based relation extractor from scratch, aiming to improve relation extraction in the presence of entities.

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  Fintica AI

  Jun 2023 - Aug 2023

  R&D Data Scientist

  During the FinticaAI summer internship, I gained hands-on experience in machine learning for finance applications, contributing to collaborative efforts at the crossroads of these fields.

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  École Polytechnique

  Sept 2023 - Dec 2023

  Research Assistant

  Developed C++ algorithms to tackle the well-known NP-hard polygon packing problem in 2D spaces.

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  Huawei Paris Research Center

  Jan 2024 - Oct 2024

  Working on applications of Large Language Models and Retrieval Augmented Generation in the Telecom Industry. Developed a robust Node.js UI for the Telco-RAG pipeline, enhancing the efficiency and functionality of telecom data processing. During my Bachelor's Thesis, I worked on the application of Retrieval Augmented Generation systems in the Telecom industry, more precisely for 3GPP Standards Specifications.

  • Research Engineer

    Mar 2024 - Oct 2024

  • Research And Development Intern

    Jan 2024 - Mar 2024
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  INSEAD

  Dec 2024 - now

  Data Scientist

  - Helping the INSEAD faculty to craft an economic report for the French government (CCE, Business France, DG Trésor)- Leading a team working on a quantitative analysis of France’s attractiveness to foreign investors

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  Qinect

  Jan 2025 - now

  Technical Lead