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📊 I created Enterprise Data Platforms & Reporting Systems where every Power BI Dashboard is backed by a clean Database · reliable ETL Pipeline · strong Data Modeling & practical Data Analysis As a Data Analyst & Data Engineering specialist I help companies turn scattered data into trusted reporting systems using: Azure DevOps Snowflake Microsoft Power BI Microsoft Azure SQL Database Microsoft SQL Server Azure Data Factory Databricks Platform modern Data Warehousing architecture My core focus is simple: Azure DevOps for reliable delivery Power BI Dashboard systems for executive reporting Database architecture for real scale Snowflake for scalable Data Warehousing ETL Pipeline automation for stable data flow Data Analyst thinking behind every business metric I usually help when data is spread across: SQL Server Microsoft Azure SQL Database PostgreSQL MySQL NoSQL APIs ERP systems Excel files Google Sheets Snowflake Azure Data Factory Azure Data Platform Azure Databricks Databricks Platform dbt data build tool workflows I design the full path from raw data to business reporting: Data source to ETL Pipeline to Database to Data Warehousing to Data Modeling to Data Analysis to Power BI Dashboard to Data Visualization For Azure projects I use Azure DevOps · Azure Data Factory · Git · Terraform · CI/CD · DataOps · structured deployment workflows to make Data Engineering predictable. Azure DevOps is especially useful when your ETL Pipeline needs version control · automated releases · environment separation & stable deployment For Snowflake projects I design Snowflake Database architecture · Snowflake Data Warehousing · Snowflake cost optimization · dbt data build tool workflows · Database layers · Data Integration logic & reporting-ready Data Modeling. A Snowflake system should not just store data. It should make every Dashboard faster · cleaner & easier to trust For Power BI projects I work across the full lifecycle: requirements Database audit ETL Pipeline logic Data Modeling DAX KPI Scorecards KPI Dashboards Dashboard Design Microsoft Power BI reporting Microsoft Power BI Data Visualization Power BI Developer support Power BI Expert consulting Power Bi Report Builder performance tuning A recent Azure Data Architect project included ADF ingestion workflows + incremental & full-load pipelines + reusable templates + logging + scheduling + error handling + schema drift handling & bronze layer reliability. That is the type of practical Data Engineering foundation I build before dashboards are created I can help with: ▪ Azure DevOps workflows for CI/CD · Git · Terraform · DataOps & controlled data releases ▪ ETL Pipeline and ETL Pipelines architecture with Azure Data Factory · SQL · Python · APIs & dbt ▪ Snowflake Database architecture · Snowflake Developer tasks & Snowflake Data Warehousing ▪ Microsoft Azure SQL Database · Microsoft SQL Server · SQL Database · SQL Server · PostgreSQL ▪ MySQL & NoSQL optimization ▪ Databricks Platform & Azure Databricks workflows for scalable processing ▪ Data Modeling with star schema · DAX · semantic models · KPI logic & Database reconciliation ▪ Microsoft Power BI Dashboard development for finance · healthcare · sales · SaaS · ecommerce & operations ▪ Data Visualization · Dashboard Design · Looker Studio · Tableau Dashboard migration & Excel Dashboard migration ▪ Business Intelligence · KPI Dashboard · KPI Scorecards · Automated Reporting & Reporting Tool setup ▪ Python automation · Python Data Analysis · Data Science · Machine Learning · Statistics Data Analysis · Data Analytics & MLOps-ready reporting If your Database is slow I optimize the structure If your ETL Pipeline is unstable I redesign the workflow If your Snowflake warehouse is expensive I review the architecture If your Power BI Dashboard is beautiful but unreliable I rebuild the Data Modeling layer If your reporting still lives in Excel Dashboard files I migrate it into a scalable Power BI Dashboard & Database setup If your team needs: Database Architect Azure Data Engineer Data Engineer Data Analyst Power BI Developer Snowflake Architect Business Intelligence specialist I can help define the right technical path before development starts I'm not just a Power BI developer. I work as a Data Analyst · Data Engineer & Data Architect who understands how raw data becomes business value I also help teams with: Data Quality Data Governance Data Cleaning SQL Reporting Power BI Reporting Database Documentation KPI logic stakeholder-ready dashboards for ongoing business decisions Send me your current reporting problem & I will show you how I would structure: Azure DevOps workflow Snowflake Database ETL Pipeline Data Modeling Microsoft Azure SQL Database layer Power BI Dashboard ⭐⭐⭐⭐⭐ 🏆 Wait, you’ve actually made it to the very end! I highly value your attention to detail and professional approach. As a reward for your genuine interest, I’ll grant you a discount. Just mention "1 in 100" in your first DM.

Most businesses already have data. The real problem? It’s scattered across different systems, dashboards are slow or confusing, reports don’t match, and teams spend more time searching for answers than making decisions. That’s where I help. I’m a Senior Data Analyst & BI Consultant with 5+ years of experience helping businesses build fast, automated, and decision-focused analytics solutions using Power BI, Microsoft Fabric, SQL, Python, and cloud-based data platforms. Over the years, I’ve worked on enterprise-scale reporting systems, live analytics dashboards, cloud migrations, data pipeline automation, and report migration projects — transforming messy, disconnected data into clean, reliable business insights. I don’t just build dashboards. I build systems that help businesses understand what’s happening, why it’s happening, and what they should do next. ━━━━━━━━━━━━━━━ 💼 What Clients Usually Hire Me For ━━━━━━━━━━━━━━━ 📊 Power BI Dashboard Development • Executive KPI Dashboards • Sales, Revenue & Profit Analysis • Customer & Cohort Analytics • Drill-through Reports & Interactive Visuals • DAX Optimization & Performance Tuning • Real-time & Automated Reporting Systems 🎨 Dashboard UI/UX & Figma Design • Modern and visually appealing dashboard designs • 50+ professionally designed Figma dashboard templates • Clients can choose dashboard layouts based on their business needs • Custom UI/UX design for executive and operational reporting • Clean, user-friendly, and decision-focused report experiences 🗄️ SQL & Data Engineering • Complex SQL Queries & Optimization • Data Cleaning & Transformation • ETL Pipelines & Data Modeling • Stored Procedures, CTEs & Joins • Data Validation & Troubleshooting ☁️ Microsoft Fabric | Azure | Cloud Analytics • Microsoft Fabric End-to-End Solutions • Azure SQL & Cosmos DB Integration • Azure Data Factory Pipelines • Cloud Data Migration Projects • Legacy Report Migration to Power BI 🐍 Python for Analytics & Automation • Data Cleaning & Processing • Automation Scripts • API & CSV Integrations • Reporting Automation Workflows 📈 Business Intelligence Consulting • KPI Strategy & Reporting Structure • Self-Service Analytics Models • Business Performance Analysis • Dashboard UI/UX Improvements • Decision-Driven Reporting Systems ━━━━━━━━━━━━━━━ 🏆 Certifications & Technical Expertise ━━━━━━━━━━━━━━━ ✔ Certified Power BI Developer ✔ Microsoft Fabric Data Analyst Certified ✔ Certified Databricks Professional ✔ Strong experience with SQL Server, Azure SQL, Cosmos DB, APIs & Cloud Platforms ✔ Additional experience in Tableau, Databricks & Machine Learning concepts ━━━━━━━━━━━━━━━ 💡 Why Clients Like Working With Me ━━━━━━━━━━━━━━━ ✔ I combine analytics with modern dashboard design ✔ Clients can choose from 50+ ready-to-use Figma dashboard templates ✔ I understand both business and technical sides ✔ I communicate clearly and keep projects transparent ✔ I focus on scalable and long-term solutions ✔ I optimize reports for speed, usability, and accuracy ✔ I can work independently with minimal supervision ✔ I treat every dashboard like a product, not just a report Whether you need a Power BI dashboard, a complete analytics system, data migration, SQL optimization, or help making sense of messy business data — I can help you turn your data into clear, actionable insights. 📩 Send me a message with your requirements, current setup, or dataset — and I’ll help you identify the best solution for your business.

🏆 Top Rated Plus 🌟 100% Job Success 🤝 Satisfied Clients ⏱ Quick Turnaround 📞 Clear Communication Why work with me? Proven Experience: 💎 Backed by 15+ years of delivering results through scalable, cost-efficient data solutions. Technical Expertise: 💎 AI-Data Architecture: I deliver real-world-ready data through automated, reliable pipelines. The new AI era requires a new data platform. 💎 Conversational Analytics & AI Agents: Enable users to chat with their data through AI-driven interfaces. Google Conversational Analytics API and Gemini Enterprise 💎 Data Visualization: Skilled in Looker, Looker Studio, Power BI, Tableau, Superset, and others. 💎 Data Web Portals: Skilled in developing custom embeddable solutions and full web platforms under your own brand and domain. 💎 Database Management: Expertise in SQL (BigQuery, SQL Server, Oracle, MySQL, PostgreSQL, Snowflake) and NoSQL systems. 💎 ETL: Experience with both streaming and batch pipelines using Airflow, Apache Beam, Kafka, Debezium, Pub/Sub, and others. 💎 Data Modeling: Proficient with dbt, Dataform, and PySpark. 💎 Version Control: Comfortable with Git-based tools (GitHub, Bitbucket, GitLab, Azure DevOps). 💎 Cloud Platforms: Certified and experienced in GCP, AWS, and Azure. 💎 Unstructured Data: JSON, XML, Excel, Google Sheets. 💎 GA4 Data: Google Analytics 4 for advanced analysis. Soft Skills & Work Ethic: 💎 Versatile & Adaptive: Quick to learn new tools, roles, and business domains. 💎 Value-Driven: Focused on delivering high-impact outcomes with cost-efficiency. 💎 Detail-Oriented: Committed to precision and quality in every task. 💎 Reliable & Time-Conscious: Consistent delivery of high-quality work on time. 💎 Leadership: Capable of guiding teams and leading initiatives when needed. 💎 Analytical: Skilled at breaking down complex problems and finding effective solutions. 💎 Collaborative: Strong team player, effective in multidisciplinary environments. Scalable Technical Capacity: I’m supported by a network of 15+ specialists, including Solution and Data Architects, Developers, Designers, Process Specialists, DevOps Engineers, Machine Learning Engineers, Data Scientists, Data Analysts, and more. We work collaboratively to ensure your project receives the strongest possible technical support, from strategy to execution. How I approach projects: - Kick-off meeting to review requirements and deliverables - Action plan development using a project management tool - Weekly demo meetings to showcase progress - Detailed time and task tracking - Continuous feedback loop to ensure alignment and improvement - Complete documentation of the solution

Hello 🤗 My name is Ayoub MABROUK, a Top Rated Freelancer with 3+ years of hands-on experience in AI Engineering, Data Science, and Python development. I specialize in building intelligent, data-driven solutions : from web scraping and automation to machine learning models and interactive dashboards. 💡 What I bring to the table: • AI & Data Science: Predictive modeling, deep learning, NLP • Python Development: Scraping (Selenium, APIs), automation, data pipelines • Data Analysis: Advanced Excel & Power BI (DAX, dynamic dashboards) • Research & Data Collection: Large-scale, structured, and reliable datasets • Deployment: Turning models into usable tools (Flask apps, dashboards) 🚀 My goal is simple: turn complex data into clear, actionable insights and scalable solutions that drive real business impact. 💼 Whether you need: High-quality scraped datasets Smart automation systems AI-powered insights Clean and powerful dashboards I ensure accuracy, efficiency, and delivery you can rely on. 🔖 I also offer discounts for large-scale projects, focusing on long-term collaboration and value. Let’s work together to transform your data into results.

𝐀𝐈-𝐃𝐑𝐈𝐕𝐄𝐍 𝐃𝐀𝐓𝐀 𝐄𝐍𝐆𝐈𝐍𝐄𝐄𝐑 𝐀𝐔𝐓𝐎𝐌𝐀𝐓𝐈𝐎𝐍 𝐀𝐑𝐂𝐇𝐈𝐓𝐄𝐂𝐓 𝐃𝐄𝐂𝐈𝐒𝐈𝐎𝐍 𝐈𝐍𝐓𝐄𝐋𝐋𝐈𝐆𝐄𝐍𝐂𝐄 𝐒𝐏𝐄𝐂𝐈𝐀𝐋𝐈𝐒𝐓 ══════════════════════════════════════════════════════ I design systems where data is not just stored or visualized — it is processed, understood, and acted upon through AI and automation. With 9+ years of experience, I have consistently delivered scalable, high-impact solutions across enterprise and startup ecosystems. ════════════════════════════════════════════════════ 1. CORE CAPABILITIES ───────────────────────────────────────────────────── Data Engineering Design and implementation of ETL/ELT pipelines Batch and real-time data processing architectures AI Systems and LLM Applications Conversational AI, RAG-based systems, intelligent automation Business Intelligence Decision-centric dashboards and analytical reporting Workflow Automation Event-driven systems using APIs, orchestration tools, and integrations Microsoft Power Platform Power Apps, Power Automate, Dynamics 365 enterprise solutions ═════════════════════════════════════════════════ 2. SIGNATURE SOLUTIONS ───────────────────────────────────────────────── 1 Data Engineering Python, SQL, PySpark 2 Business Intelligence Power BI, Tableau, Looker Studio 3 Data Platforms Snowflake, BigQuery 4 Cloud Infrastructure Azure, AWS, Google Cloud Platform 5 Application Layer FastAPI, React 6 AI and LLM Ecosystem LLMs, LangChain, OpenAI, Claude 7 Automation and Orchestration n8n, API integrations, workflow systems 8 DevOps and Deployment Docker, Kubernetes, Airflow, DBT 9 Microsoft Power Platform Power Apps, Power Automate, Dynamics 365, MS Fabric ══════════════════════════════════════════════ 5. FOCUS AREAS ────────────────────────────────────────────────── 1 Data Engineering 2 AI Automation 3 Power Platform Solutions 4 LLM Applications 5 Decision Intelligence 6 Data Migration ════════════════════════════════════════════════════ “Data becomes valuable only when systems are designed to act on it.”

Messy data slowing your team down? I build scalable ETL/ELT pipelines and modern cloud architectures on Azure, Databricks, Fabric, and Snowflake that turn raw, chaotic data into clean, analytics-ready systems fast and reliably. I bridge the gap between fragmented data sources and production-grade dashboards, seamlessly adapting to your existing infrastructure rather than forcing an expensive rebuild. What I Can Help You With: Data Warehouse & Lakehouse Architecture: Implementing Medallion design patterns (Bronze → Silver → Gold) using Delta Lake, Microsoft Fabric OneLake, and Snowflake. Scalable ETL/ELT Ingestion: Building automated, metadata-driven pipelines via Azure Data Factory, Fabric Pipelines, Databricks (PySpark/SQL), and dbt. Real-Time Data Streaming: Architecting low-latency workflows using Apache Kafka, Azure Event Hubs, and streaming engines. Database Design & Optimization: Performance tuning, indexing, and data modeling for PostgreSQL, Azure SQL, and cloud warehouses. Proven Project Highlights: Microsoft Fabric Incremental Pipeline: Built a control-table pattern using Get Metadata, Lookup, and ForEach loops to orchestrate zero-duplicate, quarterly ingestion from SharePoint into OneLake via Dataflow Gen2. Azure/Databricks Streaming: Developed a restaurant analytics platform processing 80,000+ events/day, cutting reporting lag from 6 hours to under 3 minutes. Kafka/Snowflake Pipeline: Engineered a real-time stock market data pipeline tracking 120+ tickers with under 8 seconds end-to-end latency. I write clean, documented code your team can maintain long-term and provide transparent daily updates. Message me with your data challenge and I’ll walk you through exactly how to solve it.