Maryam Aqel

AI Engineer at Masdr 🌟 | Agentic AI | NLP | LLMs

Jeddah, Makkah, Saudi Arabia

About

Artificial Intelligence Engineer building production-grade AI applications powered by large language models, retrieval-augmented generation (RAG), vector databases, and agentic workflows. Proficient in Python, FastAPI, NLP, machine learning, Data science and AI system integration, with experience developing scalable intelligent solutions that automate processes, enhance search capabilities, and deliver business value.

Experience

  • Artificial Intelligence Engineer at Masdr | مصدر
    Oct 2024 - Present · 2 yrs 2 mos

  • AI Developer & Data Scientist at Dunes Aero
    Jan 2024 - Jul 2024 · 7 mos

    - Developed an accurate AI algorithm for Saudi license plate recognition. - Collected a diverse dataset of vehicles with license plates from multiple viewpoints. - Annotated the dataset to create a robust training and validation set for our model. - Applied data augmentation techniques to enhance model robustness. - Utilized fine-tuning methods during model training. - Implemented a robust optical character recognition (OCR) model for extracting license plate characters using advanced processing techniques. - Integrated license plate recognition systems with drone hardware and software for real-time processing and analysis. - Developed a resilient communication system using FastAPI to enable live video streaming from drones to ground stations. - Engineered real-time image processing and recognition algorithms for immediate vehicle authorization decisions. - Conducted comprehensive testing in various environments to validate system reliability and accuracy. - Continuously optimized and refined system performance based on testing results. - Established low-latency, high-quality video streaming capabilities for real-time monitoring and decision-making. - Documented the entire development process, including algorithm design, system architecture, and testing methodologies. - Generated detailed reports to effectively communicate project progress and outcomes to stakeholders and management.

  • AI & Data scientist at DATA H - Artificial Intelligence Inc.
    May 2023 - Jul 2023 · 3 mos

  • AI Club UPM (11 mos)
    • Core Member
      Jan 2023 - Jul 2023 · 7 mos

    • Design Department Leader
      Nov 2022 - Jan 2023 · 3 mos

      Leader of the Design department that was responsible for the visual content for the club

    • Founder & Co Leader
      Sep 2022 - Jan 2023 · 5 mos

      Co leader & One of the founders of the AI CLUB.

  • Student Ambassador at Zaka | زكا
    Sep 2022 - Jul 2023 · 11 mos

    Public Relations and Machine Learning