Hamed Kelardeh

Angestellt, Data Science Specialist, Data Science Retreat

Fähigkeiten und Kenntnisse

Data Science
Artificial Intelligence (AI)
Computer Vision
Data Visualization
Data Analysis
Git
Deep Neural Networks (DNN)
Git and Bash
Deep Reinforcement Learning
mathematical optimization
Graphics Processing Unit
Docker
High Performance Computing (HPC)
Matlab
Photonics
Docker and Database
Matplotlib
Large Language Model Operations (LLMOps)
Fine Tuning
Physics
MLOps
Large Language Models (LLM)
Generative Adversarial Networks (GANs)
Programming
Nanomaterials
LaTeX
Generative AI
Python (Programming Language)
Nanotechnology
Machine Learning
Geometric Deep Learning
Mathematica
Natural Language Processing (NLP)
PyTorch
Retrieval-Augmented Generation (RAG)
Mathematical Modeling
Object-Oriented Programming (OOP)
Quantization Techniques
Science
OpenAI API
Transfer Learning
Quantum Circuits
Software Testing
Optics
Transformer Models
Spectroscopy
Quantum Computing Simulators
SQL
Variational Autoencoders (VAEs)
Quantum Optics
Statistics
Research
Streamlit
Teaching
TensorFlow
Time Series Analysis

Werdegang

Berufserfahrung von Hamed Kelardeh

  • Current 1 year and 1 month, since Jun 2025

    Data Science Specialist

    Data Science Retreat

    I gained hands-on experience across the full machine learning pipeline, from data preprocessing to model development, cross-evaluation, hyperparameter tuning and web-app deployment. A key highlight of my activities was the development of an interactive Streamlit web application for real-time inference. In addition, I worked on data visualization projects, LLM tasks including fine-tuning and RAG, and time series forecasting models.

  • Current 4 years and 6 months, since Jan 2022

    Staff Researcher

    Carl von Ossietzky University of Oldenburg

  • 3 years and 3 months, Sep 2018 - Nov 2021

    Postdoctoral Fellow

    Max Planck Institute

    Worked on nonperturbative electron dynamics in condensed matter, Bloch-band topology, lightwave valley polarization and and symmetry characterization of High-Harmonic Generation

  • 1 year and 2 months, Feb 2017 - Mar 2018

    Postdoctoral Fellow

    Center for Nano-Optics, Georgia State University

    Developed of attosecond electron dynamics in 2D topological materials induced by single-cycle pulse

  • 4 years and 5 months, Sep 2012 - Jan 2017

    Graduate Research Assistant

    Georgia State University

Ausbildung von Hamed Kelardeh

  • 2 years and 5 months, Aug 2012 - Dec 2014

    Master of Science

    Georgia State University

  • 5 years and 1 month, 2012 - Jan 2017

    Doctor of Philosophy (PhD)

    Georgia State University

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