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alihaghighat/README.md

Hi 👋, I'm Ali (Hamood) Haghighat

MasterHead

Applied AI Engineer | ML Systems for Healthcare & Finance

Python | PyTorch | FastAPI | Node.js | Time-Series & Medical AI

About Me

AI Engineer with 5+ years building real-world ML systems.
Focus: Clinical Decision Support, Medical Imaging, and Time-Series Forecasting.
Bridging research & production-ready AI solutions.

Skills

ML & AI: Deep Learning, Meta-Learning, Time-Series, Medical AI
Programming: Python, Node.js, FastAPI, SQL, MongoDB
Infrastructure: GPU Computing, Linux, Distributed ML
Domain: Pediatric Health Monitoring, Digital Health, Financial Forecasting

Selected Projects

Smart Pediatric Medical Assistant – AI Clinical Support

  • Context-aware pediatric care recommendations
  • Tech: Python, FastAPI, RTL interface for Farsi

LaparoSeg – Medical Image Segmentation

  • UNet + ResNet34 + Attention/ASPP for laparoscopic lesions
  • Outputs Persian diagnostic reports

ASQ Digital Health Platform – Child Development Monitoring

  • Node.js backend, SQL, real-time communication

Publications

Contact Me

Email LinkedIn GitHub

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  1. UNet-LaparoSeg UNet-LaparoSeg Public

    Deep learning model for segmenting endometriosis lesions in laparoscopic images using UNet + ResNet34 + Attention. Includes preprocessing, weighted sampling, augmentation, evaluation, overlay visua…

    HTML 1

  2. Data-OAMLS Data-OAMLS Public

    Datasets for the OAMLS paper: Objective-Aware Meta-Learning System for Financial Time Series Forecasting.

    1

  3. IDA_Detection_with_Reticulocyte_Indices IDA_Detection_with_Reticulocyte_Indices Public

    Machine learning models for detecting Iron Deficiency Anemia (IDA) using hematological parameters, with a focus on reticulocyte maturation indices. Includes preprocessing, feature selection, model …

    HTML 1

  4. GDM-Machine-Learning-main GDM-Machine-Learning-main Public

    The Power of Machine Learning Models in Predicting Gestational Diabetes Mellitus

    Jupyter Notebook 1

  5. update-server-by-edit-google-sheet update-server-by-edit-google-sheet Public

    This repository contains a Google Apps Script function onEdit for Google Sheets. It captures edits, retrieves row data, and sends it to an external API. Features include user email capture, structu…

    JavaScript 2