I will built a production ready ml model for your business data

M
muhamed_ashour
M
muhamed_ashour
Mohamed Ashour
built a production ready ml model for your business data
Full Screen
built a production ready ml model for your business data
Full Screen
built a production ready ml model for your business databuilt a production ready ml model for your business data

About this gig

Most ML projects fail at deployment, not at training.

I help businesses and founders turn their data into production-ready machine learning solutions, not notebooks.

I work on:

  • Demand forecasting
  • Churn prediction
  • Recommender systems
  • Business analytics models

What you get is not just a trained model, but a clear, explainable, and deployable solution.

Tech stack: Python, LightGBM, FastAPI, PostgreSQL, Docker.

Before starting, I always review your data and goals to choose the right approach.

  • Model expertise

    • Custom model development
    • Fine-tuning models
    • Generative AI
    • Predicitive analyatics
    • Recommendation systems

  • Industry

    • Data analytics

  • Language

    • Arabic
    • English

  • Technical expertise

    • Machine learning (Supervised, Unsupervised, Reinforcement)
    • Deep learning (Neural networks, GANs)
    • Natural language processing (NLP)
    • Computer Vision (Object detection, Image recognition)
    • Reinforcement learning (Decision-making systems)
    • Algorithm development and optimization
    • Feature engineering and data processing
    • AI ethics and bias mitigation

Get to know Mohamed Ashour

Mohamed Ashour

AI Engineer and Data Scientist

  • FromEgypt
  • Member sinceJan 2024

  • Languages

    English, Arabic
AI Engineer with production experience building LLM-powered SaaS systems, agentic AI workflows, and machine learning pipelines. Currently building EU AI Act compliance infrastructure at SustainGRC (London), including a deterministic AI-system classification engine and AI-assisted compliance drafting using Claude Haiku 4.5 on Azure Anthropic Foundry. Built and shipped two full-stack AI SaaS platforms end to end (RestAI, Storefy) covering demand forecasting, RAG assistants, and multi-tenant architecture.

My Portfolio

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