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Farhad-Davaripour/README.md

Hi there. I'm Farhad Davaripour

~10 years of professional experience as a Tech Lead, Software Engineer, Data Scientist, Simulation Specialist, and Engineer across analytics, AI, data science, and engineering. Specializes in building data-driven solutions by integrating machine learning, generative AI, and synthetic data from finite-element and Monte Carlo simulations to solve complex industry challenges. Experienced with Azure, AWS, Databricks, and Snowflake to build and deploy scalable ML and GenAI solutions. Brings expertise in Apache Spark and cluster optimization, with a focus on performance tuning and efficient distributed computing. Strong background in system design and robust validation of GenAI systems, grounded in a practical, cross-disciplinary approach to problem-solving. Let's connect on LinkedIn.

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  1. DocsGPT DocsGPT Public

    This app allows users to easily query a PDF document using OpenAI's GPT-3 language model in Google Colab, utilizing Google Drive for storage.

    Python 37 12

  2. AI_Applications_in_Pipeline_Engineering AI_Applications_in_Pipeline_Engineering Public

    This repository uses machine learning to map pipeline anomalies, predict future depths, and fill missing data to improve pipeline integrity management.

    Jupyter Notebook 1

  3. FEA_Assisted_Agent FEA_Assisted_Agent Public

    An AI-driven tool integrating Abaqus and OpenAI's LLM for automating finite element simulations, including input file generation, job execution, stress extraction, parametric studies, and sensitivi…

    Python 23 7

  4. CFRP_Reinforced_HDD_overbend CFRP_Reinforced_HDD_overbend Public

    This project employs machine learning and synthetic dataset to predict the peak equivalent stress imposed on a CFRP wrapped HDD overbend

    Python 3

  5. Stanford-CS229-Spring2023-Notes Stanford-CS229-Spring2023-Notes Public

    CS229 course notes from Stanford University on machine learning, covering lectures, and fundamental concepts and algorithms. A comprehensive resource for students and anyone interested in machine l…

    18 2

  6. Navigating_GenAI Navigating_GenAI Public

    Jupyter Notebook 1