
Numan A.
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Compétences

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Portfolio
Expérience professionnelle
Machine Learning & Data Science Engineer
DataCamp • Freelance
Aug 2025 - Present • 10 mos
Developed and evaluated predictive Machine Learning models using Python and core data science libraries (Scikit-learn, Pandas, NumPy). Handled complete data pipelines, including data cleaning, exploratory data analysis (EDA), handling missing values, and feature engineering for regression and classification tasks. Engineered practical predictive frameworks, such as a Student Performance Prediction system and a Customer Churn Analyzer. Developed and deployed interactive, user-facing data applications and dashboards using Streamlit to present actionable insights.
AI Automation & Workflow Developer
Freelancing Career • Freelance
Dec 2024 - Present • 1 yr 6 mos
Specialized in designing and deploying end-to-end business automation workflows using n8n, advanced APIs, and webhook integrations. Built autonomous AI agents by integrating Large Language Models (LLMs) to streamline operational tasks. Key achievements include developing an automated AI internship and job-hunting pipeline that aggregates, filters, and logs opportunities autonomously, reducing manual tracking effort significantly. Expert at connecting disparate applications (CRMs, databases, messaging bots) to optimize business productivity.