Farid Yagubbayli

Farid Yagubbayli

About

Detail

Co-Founder & CTO
Berlin, Germany

Timeline

work
Job

Résumé

Jobs verified_user 0% verified
  • Nucs AI
    Co-Founder & CTO
    Nucs AI
    Jun 2024 - Current (2 years 3 months)
    Leading the technological vision and strategy of our MedTech startup. Since joining, I have been instrumental in driving innovation and ensuring our technical infrastructure supports our ambitious goals. Managing a talented team, developing our cloud-based platform for medical data analysis, working with our industry-leading partners and overseeing regulatory and compliance standards are part of my responsibilities. We utilize modern technologies such as Google Cloud, Kubernetes, Python, PyTorch, Fast API, React, TypeScript, PostgreSQL, Pub/Sub, and CI/CD pipelines to build scalable, efficient solutions and enhance the precision of cancer treatment plans.
  • LILT
    Senior Machine Learning Engineer
    LILT
    Mar 2023 - May 2024 (1 year 3 months)
    - Building end-to-end automated pipelines for model training and deployment - Support making next-gen translation models (LLMs and advanced models) production ready - Design & implementation of gradual deployment system from scratch - Development of integrations with external providers - Deployment and maintenance of experimentation platforms - Deep exploration of Vector Database (VDB) solutions
  • LILT
    Machine Learning Engineer
    LILT
    Dec 2021 - Mar 2023 (1 year 4 months)
  • Technical University of Munich
    Student Assistant
    Technical University of Munich
    Oct 2020 - Nov 2021 (1 year 2 months)
    Modernized ultrasound simulation software (kWave) Python / Matlab / Docker / GitLab / Continous Development (CD)
  • Medability GmbH
    Working Student
    Medability GmbH
    Apr 2020 - Oct 2020 (7 months)
    Development of Augmented Reality based Medical Procedure Simulation apps - Unity 3D - Vuforia - C# - HoloLens, iOS
  • Klinikum rechts der Isar der TU München
    Student Assistant
    Klinikum rechts der Isar der TU München
    Mar 2020 - Oct 2020 (8 months)
    Accelerating Heart Perfusion Map calculations using High Performance Computing - OpenCL, JAX - Non-Linear Optimization techniques - Python, PyQT5, C++ - Philips IntelliSpace Discovery
  • Technical University of Munich
    Student Assistant
    Technical University of Munich
    Aug 2019 - Feb 2020 (7 months)
    Development of PyQT5 based software for lesion annotation and processing of PET-CT images. - Python, PyQT5 - PET / CT Data Processing - Simple-ITK
  • Sociable Inc
    Software Developer
    Sociable Inc
    Apr 2017 - Nov 2018 (1 year 8 months)
    Mobile & Backend application development - Android, Android Studio, ReactiveX - NodeJS - MongoDB - Fabric Analytics & Crash Logging - Amazon AWS services
  • Aselsan
    Cryptography and Information Security Intern
    Aselsan
    Jul 2016 - Aug 2016 (2 months)
    General Cryptology and Penetration Testing areas. Research and implementation of 256-bit SHA 2 and SHA-3 Keccak algorithms.
  • AlcatelLucent
    Summer Internship
    AlcatelLucent
    Jul 2015 - Aug 2015 (2 months)
    Full Stack Development
  • Marmara Üniversitesi Robot Kulübü
    Team Member - Software Developer
    Marmara Üniversitesi Robot Kulübü
    Nov 2013 - Jun 2017 (3 years 8 months)
Education verified_user 0% verified
  • Marmara university
    Bachelor of Science, Computer Engineering
    Marmara university
  • Technical University of Munich
    Master of Science - MS, Computer Science
    Technical University of Munich
Projects (professional or personal) verified_user 0% verified
  • N
    Nerve Segmentation
    • Developed Deep Learning (PyTorch) based Semantic Segmentation method for the Ultra-Sound and the Opto-Acoustic image data. • Estimated uncertainty using Monte Carlo Sampling (quality control mechanism).
  • U
    Ultrasound Reconstruction with Deep Neural Networks
    • Performed extensive literature review of the DeepForming methods • Implemented the different DNN architectures (FCN, CNN, GAN) using PyTorch • Developed common framework for all architectures • Created a universal dataset and Benchmarked implemented methods
  • T
    Tele-augmented Craniectomy
    • Developed a telemedicine system to improve emergency surgery quality by using Virtual Reality (HTC Vive), Augmented Reality (HoloLens) and server-client socket communication. • Worked with various tools including Unity, OpenCV and Node JS. * joint project with Klinikum Großhadern
  • R
    Rapid Game Scene Prototyping using Kinect Fusion
    • Implemented Kinect Fusion technique with C++ and Kinect SDK • Developed a system to scan and export the environment to an own-made Unity-based game (developed by us as well).
  • B
    BSc. Thesis/Graduation Project: Give Me a Voice
    • Developed SW/HW solutions to increase the availability of books for blind people. • Implemented audiobook recording interface for volunteers in React Web. • Automated recording correctness check using Google Text-to-Speech API. • Developed Braille Pad (HW solution) that was 6 times cheaper than the existing ones. • Established the communication between Android app and the Braille Pad (C++).
  • M
    MSc. Thesis: Learning Attention based Multiview Reconstruction
    • Developed a novel 3D reconstruction technique using Transformer architecture in PyTorch. • Developed 3D rendering scripts for binary voxel grids • Utilized Google Cloud Platform (GCP) and W&B logger for experiment management. • Benchmarked and compared the proposed method against the state-of-the-art. • Submitted a follow-up paper to NeurIPS’21 conference. * joint project with Google Zurich
  • A
    Anomality Detection in MakerSpace Machines
    • Developed embedded software in Python to detect anomalies in sound data from Wood Cutting machinery. • Managed the technical part of the project. * joint project with MakerSpace
Awards verified_user 0% verified
  • I
    DAAD Master-Studies Scholarship
    Issued by DAAD Deutscher Akademischer Austauschdienst
Publications verified_user 0% verified
  • M
    Tumor sink effect in 68Ga-PSMA-11 PET: Myth or Reality?
    May
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