Welcome to my GitHub space! I'm a physicist, AI Scientist, and Nightscape Photographer, specializing in Classical and Quantum Machine Learning, LLMs with a passion for building the next generation of intelligence to handle the next phase of discoveries! Here, you'll find projects ranging from Analog Quantum Simulations and Quantum Generative Models to LLMOps, each a testament to my journey at the intersection of Physics and Computer Science.

• 👨‍💻 Currently, I have just graduated from the PhD program and I am "open to work" for the next step in my journey
• 🌱 Learning the next generation of multimodal RAG methods.
• 💬 Ask me about why I named my account "frustea"? :)
• 📫 How to reach me: Message me on LinkedIn
• 😄 Pronouns: Alison, but without the -son :)
• ⚡ Fun fact: I traveled from the East Coast to the West Coast of the US within 36 hours, nonstop.

• Machine Learning (ML) Engineering + MLOps + Deep Learning: Apache Airflow, Kafka, TFS, RestAPI, Docker, Kubernetes, OpenShift, PyTorch, TensorFlow, Keras, JAX, Trax, scikit-learn.
• Large Language Models (LLM) + LLMOps + Generative AI: LangChain, HuggingFace, NLTK, Axolotl, Mergekit, LoRA, DPO, Vetrx AI, Kubeflow, RAG, Vector Database.
• Data Science + Data Analysis: R, Pandas, NumPy, SQL, Data Aggregation, Visualization & Cleaning.
• Numerical Simulation: Monte Carlo methods, Python, C++, MATLAB, Mathematica.
• Quantitative Research: Statistical inference, Bayesian, Probability and Statistics, PDE & ODE.
• Quantum Machine Learning: Qiskit, Pennylane, TensorFlow Quantum, Ion-Traps, Semiconductors.
• Cloud Computing: Platform Experiences: AWS SageMaker, Google Cloud, Databricks.

• Fast and Solve Algorithm - Hybrid Classical-Quantum algorithm for Quantum Generative Model. https://github.com/frustea/Quantum-Fast-and-Slow

• Analog Quantum Simulation of Lattice Gauge Theory with Silicon - Finite Temperature Hartree-Fock-Bogoliubov simulation method for next generation of solid-state based quantum simulators.

• LinkedIn: www.linkedin.com/in/alierad
• Twitter: www.x.com/alirad
• Blog/Website: www.alirad.space

Thanks for visiting. Me and Sleepy Coder (below) wish you the best! Feel free to explore my repositories and get in touch if you'd like to collaborate or chat about all things data. ☺️