Zabihullah Azimy

Fähigkeiten und Kenntnisse

Classification
Algorithms
content based filtering
Analytical Skills
Linear Regression
Dataiku DSS
Bootstrap (Framework)
Deep Learning
Logistic Regression
Cascading Style Sheets (CSS)
Django
Machine Learning
Docker Products
MySQL
English
Programming
Python (Programming Language)
Front-End Development
Git
Shell Scripting
HTML
SQL
SQL for Data Science
Supervised Learning
Statistical Data Analysis
Web Development

Werdegang

Berufserfahrung von Zabihullah Azimy

  • Bis heute 1 Jahr und 9 Monate, seit März 2025

    Research Assistant - Distributed Learning & Privacy-Preserving AI

    Fraunhofer Heinrich Hertz Institute HHI

    - Master's Thesis: "Sovereign Federated Learning for Financial Applications" — Researched federated XGBoost training for financial use cases, evaluating aggregation strategies and integrating Eclipse Dataspace Components Connector (EDCC) to enforce client-defined policies governing federated learning training. - Improved the reliability of the Distributed Learning Framework (DLFi) by identifying and resolving bottlenecks across multiple system components. - Developed and enhanced framework components, in

  • 9 Monate, Juni 2024 - Feb. 2025

    Research Assistant - Digital Signal Processing for Optical Networks

    Fraunhofer Heinrich Hertz Institute HHI

    - Contributed to research activities in digital signal processing (DSP) for coherent optical communication systems by implementing and modifying software components in C/C++ and Python to meet evolving project requirements. - Enhanced and maintained existing codebases supporting experimental investigations in optical transport networks and related signal processing applications. - Troubleshot, configured, and managed virtual machine environments to ensure reliable execution of laboratory experiments and eva

  • 1 Jahr, Juni 2023 - Mai 2024

    Python Developer

    OakLabs Scientific

    - Developed and maintained RESTful APIs using Django REST Framework (DRF), backed by SQLite databases, to support laboratory workflows and internal applications. - Integrated Django OAuth Toolkit to implement OAuth 2.0-based authentication and authorization mechanisms, improving the security of internal services. - Automated the ingestion of medical measurement data by developing parsers that extracted, transformed, and stored records in the database. - Reduced manual data processing efforts by automating t

  • 1 Jahr und 3 Monate, Mai 2021 - Juli 2022

    Frontend Web Developer

    Semantechs

    - Developed dynamic frontend applications using Angular, enhancing user interaction across the website. - Collaborated closely with stakeholders to understand business requirements, ensuring alignment with project goals. - Integrated SQL database functionalities to support seamless data management and retrieval.

Ausbildung von Zabihullah Azimy

  • 1 Jahr und 6 Monate, Okt. 2022 - März 2024

    Master of Science - MS

    Berlin University of Applied Sciences Berlin (BHT)

  • 3 Jahre, Juni 2018 - Mai 2021

    Bachelor of Science - BS

    Fergusson College

Sprachen

  • Englisch

    B1-B2 (Gute Kenntnisse)

  • Persian

    C2 (Verhandlungssicher / Muttersprachlich)

  • Pashto

    B1-B2 (Gute Kenntnisse)

  • Urdu

    B1-B2 (Gute Kenntnisse)

  • Hindi

    A1-A2 (Grundkenntnisse)

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