Skip to content
View FaridSoroush's full-sized avatar

Block or report FaridSoroush

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
FaridSoroush/README.md

Expertise & Interests

  • Machine Learning Algorithms, Large-Scale Data Processing & Model Deployment, ML Infrastructure & System Design
  • Search & Recommendation, Ads Ranking, GenAI

Pinned Loading

  1. PLM_system_with_SQLite_and_Python PLM_system_with_SQLite_and_Python Public

    PLM system from using SQL and Python for PCB database management, issue tracking, version control, dashboard and reporting, revision locking/unlocking, workflow automation, branching and merging of…

    Jupyter Notebook

  2. Trading_Platform Trading_Platform Public

    Full trading platform: automated data fetch/clean, feature augmentation, AI model (trained GB AWS, validation/testing), backtesting, real-time execution (w/ risk management, portfolio optimization …

    Jupyter Notebook 2

  3. Real-Time_Video_Processing_Application Real-Time_Video_Processing_Application Public

    Video processing using OpenCV in C++. Live video capture from the webcam, apply filters, detects faces, show live histograms, take snapshots, and record video

    C++

  4. Kelly-Portfolio-Optimization Kelly-Portfolio-Optimization Public

    Quantitative portfolio allocation using Kelly Criterion and MPT. Focus on log-return maximization, risk control, and out-of-sample stability. Includes simulation of portfolio growth, analysis of dr…

    Jupyter Notebook

  5. Graph-Neural-Networks-GNNs-for-Alpha-Signal-Generation Graph-Neural-Networks-GNNs-for-Alpha-Signal-Generation Public

    Implementation of Graph Neural Networks (GNNs) for alpha signal generation, modeling stocks and synthetic relationships

    Jupyter Notebook

  6. Machine_Learning_Inference_Serivce Machine_Learning_Inference_Serivce Public

    End-to-end machine learning inference services using FastAPI, Docker and K8s

    Python