Freelancer profile translated to English.
Back to original languageAbout Ali
Python developer passionate about artificial intelligence and automation, I specialize in designing document processing pipelines, scoring models, and LLM agents capable of analyzing and interpreting complex data.
As part of my final year project, I designed and developed an intelligent risk scoring system combining:
-> A multi-approach OCR pipeline for automatic data extraction from scanned tax documents (scanned PDFs), with comparative evaluation of vision models (MiniCPM-V, LLaVA, EasyOCR)
-> A Machine Learning model (LightGBM) trained on real financial data, with optimization by Optuna and explainability via SHAP
-> LLM agents (LangChain + Ollama) for red flag detection, KYC verification, and business rule application
-> A comprehensive logging system for traceability and compliance
What I can do for you:
- Automatically extract data from your PDF or scanned documents
- Build ML models tailored to your business data
- Integrate AI agents into your existing processes
- Automate your repetitive tasks with Python
- Create end-to-end data processing pipelines
Technologies mastered:
Python • LightGBM • Scikit-learn • LangChain • Ollama • EasyOCR • OpenCV • FastAPI • Pandas • SHAP • Optuna • PDF2Image
Available for short or long freelance missions, I adapt to your needs and guarantee clean, documented, and on-time delivered code.
Feel free to contact me to discuss your project!
Arabic
Native or bilingual
English
Fluent
French
Conversational
Spanish
Basic
Remote only
Primarily works remotely
Experience
- ServiceAI Mobile & Front-End DeveloperJuly 2025 - October 2025 (3 months)Marrakesh, MoroccoDevelopment of key features for Colocy with React Native (Expo) and Redux. Implementation of secure JWT authentication and application state management. Creation of reusable components and backend integration for a scalable architecture.
- ZSS,Full Stack Mobile Developer – PFEFebruary 2024 - June 2024 (4 months)Marrakesh, Morocco— Development of a management application for a code generator with React Native and Spring Boot. — Integration and management of the MySQL database.
- FSTM LabAI Machine Learning EngineerJanuary 2026 - June 2026 (5 months)Marrakesh, MoroccoDesign of a financial risk assessment system based on Machine Learning, OCR/VLM, and LLM agents. Development of an automated financial data extraction pipeline from Moroccan tax documents. Optimization of a LightGBM model (Optuna, SHAP) for prediction and risk explainability. Implementation of a multi-agent architecture for KYC analysis and regulatory compliance.
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Education
- Master's degree inCadi Ayyad University2026Master en
- Bachelor's degree in Distributed Computer SystemsCadi Ayyad University2024Licence en Systèmes Informatiques Distribués