Kadir Tastepe

Bis 2025, Machine Learning Engineer / Working Student, SAP

Fähigkeiten und Kenntnisse

Heterogeneous Computing
Machine Learning
C/C++
Python
Bash
MATLAB
Mathematica
Software Development
Field Programmable Gate Array (FPGA)
GPU
MS Office
ROOT
MadGraph
Pythia
Herwig
Sherpa
Delphes
Research and Development
High-Level Synthesis
Geant4
Monte-Carlo Simulation
Computational Physics
Hardware acceleration
Data Science
Software Defined Radio
Linux
Windows
MacOS
Detector Instrumentation
Charged Particle Tracking
Vitis HLS
Vivado
Rapid Prototyping
Retrieval Augmented Generation
Natural language processing
OpenSearch
PostgreSQL
Flask
RESTful API
Docker
CUDA
MPS
Keynote
Artificial intelligence
Applied Mathematics
Experimental Physics
Particle Physics
Radia

Werdegang

Berufserfahrung von Kadir Tastepe

  • 1 Jahr und 3 Monate, Juli 2024 - Sep. 2025

    Machine Learning Engineer / Working Student

    SAP

    A Multimodal Agentic Retrieval-Augmented Generation (RAG) pipeline with a transformer-based anonymization feature has been developed to serve as an LLM-integrated SlackBot for large-scale document processing. This work involves multicore threading, creative optimization strategies, and leveraging hardware architectures to accelerate cloud-based systems.

  • 1 Jahr und 1 Monat, Juni 2023 - Juni 2024

    Big Data Analyst / Working Student

    SAP

    Supported operations in S/4HANA Cloud Foundation through Python-automated workflows for reporting and error tracking, managed IAM adoption tasks and stakeholder communications, maintained JIRA dashboards and Wiki documentation, handled customer tickets and incident monitoring, and coordinated operational tasks including shift planning and internal events.

  • 1 Monat, Okt. 2023 - Okt. 2023

    Scientific Researcher

    Paul Scherrer Institut

    In collaboration with students from ETH Zurich and JGU Mainz, an experimental setup has been built to measure the lifetime of charged pions by integrating a nuclear instrumentation module (NIM), a spectrometer, scintillator counters, a degrader, and a calorimeter. Our collective efforts led to a successful measurement of the charged pion lifetime and the branching ratio to electrons versus muons at the πM1 beamline, with systematic and statistical uncertainties, in good agreement with the PDG value.

  • 3 Monate, Juli 2022 - Sep. 2022

    Scientific Research Assistant

    Physikalisches Institut Heidelberg

    The impact of increased magnetic field strength and sensor thickness on the physics performance of the Mu3e experiment has been investigated to guide the optimization of the detector design. The spectrometer’s magnetic field was simulated in Mathematica using neodymium magnets to separate electrons and positrons.

Ausbildung von Kadir Tastepe

  • 3 Jahre und 6 Monate, Apr. 2022 - Sep. 2025

    Physics

    Ruprecht-Karls-Universität Heidelberg

    Master's Thesis: High-Level Synthesis-Based FPGA Implementation of the General Triplet Track Fit for Real-Time Particle Tracking To address the challenges posed by the upcoming High Luminosity upgrade of the Large Hadron Collider (HL-LHC), a pipelined FPGA prototype for the General Triplet Track Fit algorithm has been developed using High-Level Synthesis on an AMD Xilinx Alveo U280 accelerator card.

Sprachen

  • Deutsch

    B1-B2 (Gute Kenntnisse)

  • Türkisch

    C2 (Verhandlungssicher / Muttersprachlich)

  • Englisch

    C1 (Fließend)

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