![Faissal Elmokaddem](https://jobicy.com/react/themes/app/images/avatar.jpg) Faissal Elmokaddem # Applied Data Scientist & ML Engineer Open to offers · Member since 4 Aug 2026 [Message](https://jobicy.com/enter4715.php.md) ShareLocationCasablanca, MoroccoDesired salaryUnspecifiedWork preferenceHybridExperience levelMid * [Overview](#overview) * [Portfolio 0](#portfolio) * [Services 0](#services) ## About Professional summaryI am an Applied Data Scientist and ML Engineer with end-to-end experience building machine learning products, from problem definition and experimentation through production deployment, monitoring, and measurement. I specialize in decision intelligence, machine learning pipelines, retrieval-augmented generation (RAG), LLM applications, and agentic AI workflows. I focus on delivering models that are practical, explainable, reliable, and measurable in real product environments. I have worked across telecom and enterprise contexts, validating AI systems, developing ML-powered data pipelines, and collaborating with Data, Product, Business, and engineering teams. My work includes forecasting, capacity planning, churn prediction, computer vision, and customer-behavior analytics. I use Python, SQL, FastAPI, Docker, cloud platforms, and modern MLOps practices to build production-ready solutions. I am experienced with model evaluation, drift detection, monitoring, structured logging, CI/CD, feature engineering, and automated workflows. I also build generative AI systems using RAG, LangChain, LangGraph, vector databases, embeddings, and LLM evaluation frameworks. I apply strategic judgment to select appropriate AI approaches while balancing quality, latency, reliability, and explainability. I am motivated by product-first AI work that turns data into actionable operational insights and helps teams make better decisions. ## Skills 27 capabilities[A B Testing](https://jobicy.com/talent/a-b-testing.md)[Agentic AI](https://jobicy.com/talent/agentic-ai.md)[Anomaly Detection](https://jobicy.com/talent/anomaly-detection.md)[Automation](https://jobicy.com/talent/automation.md)[Capacity Planning](https://jobicy.com/talent/capacity-planning.md)[CI CD](https://jobicy.com/talent/ci-cd.md)[Computer Vision](https://jobicy.com/talent/computer-vision.md)[Dashboard Development](https://jobicy.com/talent/dashboard-development.md)[Data Pipelines](https://jobicy.com/talent/data-pipelines.md)[Data Visualization](https://jobicy.com/talent/data-visualization.md)[Embeddings](https://jobicy.com/talent/embeddings.md)[Experimentation](https://jobicy.com/talent/experimentation.md)[Forecasting](https://jobicy.com/talent/forecasting.md)[Large Language Models](https://jobicy.com/talent/large-language-models.md)[Machine Learning](https://jobicy.com/talent/machine-learning.md)[Microservices](https://jobicy.com/talent/microservices.md)[MLOps](https://jobicy.com/talent/mlops.md)[Model Evaluation](https://jobicy.com/talent/model-evaluation.md)[Model Monitoring](https://jobicy.com/talent/model-monitoring.md)[Model Versioning](https://jobicy.com/talent/model-versioning.md)[Optimization](https://jobicy.com/talent/optimization.md)[PDF Parsing](https://jobicy.com/talent/pdf-parsing.md)[Prompt Engineering](https://jobicy.com/talent/prompt-engineering.md)[Random Forest](https://jobicy.com/talent/random-forest.md)[REST APIs](https://jobicy.com/talent/rest-apis.md)[Root Cause Analysis](https://jobicy.com/talent/root-cause-analysis.md)[Supervised Learning](https://jobicy.com/talent/supervised-learning.md) ## Tech stack & tools Working toolkit ### Application Hosting [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/azure/azure-original.svg) Azure](https://jobicy.com/talent?tool=azure.md) ### Data Stores [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/mongodb/mongodb-original.svg) MongoDB](https://jobicy.com/talent?tool=mongodb.md)[![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/mysql/mysql-original.svg) MySQL](https://jobicy.com/talent?tool=mysql.md)[![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/postgresql/postgresql-original.svg) PostgreSQL](https://jobicy.com/talent?tool=postgresql.md) ### Development [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/docker/docker-original.svg) Docker](https://jobicy.com/talent?tool=docker.md)[![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/git/git-original.svg) Git](https://jobicy.com/talent?tool=git.md)[![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/streamlit/streamlit-original.svg) Streamlit](https://jobicy.com/talent?tool=streamlit.md) ### Languages & Frameworks [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/fastapi/fastapi-original.svg) FastAPI](https://jobicy.com/talent?tool=fastapi.md)[![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/python/python-original.svg) Python](https://jobicy.com/talent?tool=python.md)[![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/pytorch/pytorch-original.svg) PyTorch](https://jobicy.com/talent?tool=pytorch.md) ## Experience Career history ### IT & AI Validation Engineer · Inetum / Inwi Telecom Feb 2026 – PresentI define and execute AI model validation strategies for telecom decision intelligence systems at Inwi. I validate machine learning model performance, robustness, and reliability in production environments. I monitor KPI quality and propose data-driven improvements. I collaborate with Data, Product, and Business teams to embed AI validation practices into product workflows. ### Data & ML Engineer · Imperium Solutions Aug 2025 – Feb 2026I owned end-to-end development of ML-powered data pipelines, covering problem definition, feature engineering, model experimentation, production deployment, and monitoring. I built reliable data and feature pipelines using Python, REST APIs, and automated workflows. I implemented drift detection and structured logging to improve production reliability. I also developed Power BI dashboards for decision intelligence KPI tracking and reduced manual data processing by 90% through intelligent automation. ### Data Scientist Intern · Expleo Group Mar 2025 – Aug 2025I built and shipped computer vision models for road-sign detection and classification, progressing from prototype development to production deployment. The solution incorporated multi-source data fusion from camera, map, and sensor data. I defined offline evaluation strategies, implemented model validation frameworks, and monitored deployed model performance using anomaly detection. This work supported reliable assessment of computer vision model quality in production. ### Data Scientist Intern · Hubble Mind Oct 2024 – Nov 2024I designed machine-learning-backed data transformation pipelines and customer behavior dashboards in a remote product environment. I supported the transformation of data into usable insights for business and product stakeholders. I collaborated remotely with cross-functional product and business teams. My work combined data preparation, analytics, and dashboard development to improve decision-making. ## Education Learning history ### ENSET 2023 – 2025Master, Mechanical Engineering, Robotics and Innovative Materials Master's degree program in Mechanical Engineering, Robotics and Innovative Materials in Mohammedia, Morocco. ### ALX – Explore AI Academy (MasterCard) 2023 – 2024Data Science Certificate, Data Science Thirteen-month Data Science certificate program with a GPA of 96/100. This professional hasn’t added portfolio projects yet. 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