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📝 Proficient in Requirement Specification & Documentation [𝗕𝗥𝗗, 𝗙𝗦𝗗, 𝗣𝗥𝗗] 📈 Expert in Business Process Model & Notation [𝗙𝗹𝗼𝘄 𝗖𝗵𝗮𝗿𝘁, 𝗕𝗣𝗠𝗡, 𝗨𝗠𝗟] 📊 Business Analyst with 5 years of working experience [𝗔𝗴𝗶𝗹𝗲 𝗦𝗰𝗿𝘂𝗺, 𝗦𝗗𝗟𝗖, 𝗝𝗔𝗗] Hi! My name is Anisa and I specialize in 𝘁𝗿𝗮𝗻𝘀𝗹𝗮𝘁𝗶𝗻𝗴 𝗰𝗼𝗺𝗽𝗹𝗲𝘅 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗶𝗻𝘁𝗼 𝗰𝗹𝗲𝗮𝗿 𝗽𝗿𝗼𝗰𝗲𝘀𝘀 𝗮𝗻𝗱 𝗱𝗼𝗰𝘂𝗺𝗲𝗻𝘁𝗮𝘁𝗶𝗼𝗻 that actually gets things done. 🎯 How I Actually Help You Get Things Done ---------------------------------------------------------------------------------------------------------------------------- 𝗪𝗵𝗲𝗻 𝘆𝗼𝘂𝗿 𝘁𝗲𝗮𝗺 𝗸𝗲𝗲𝗽𝘀 𝗴𝗼𝗶𝗻𝗴 𝗶𝗻 𝗰𝗶𝗿𝗰𝗹𝗲𝘀 𝗯𝗲𝗰𝗮𝘂𝘀𝗲 𝗿𝗲𝗾𝘂𝗶𝗿𝗲𝗺𝗲𝗻𝘁𝘀 𝗮𝗿𝗲𝗻'𝘁 𝗰𝗹𝗲𝗮𝗿 I sit down with stakeholders, ask the right questions, and turn those messy conversations into clean 𝗕𝗥𝗗𝘀, 𝗙𝗦𝗗𝘀, 𝗮𝗻𝗱 𝗣𝗥𝗗𝘀 that everyone can actually understand and follow. 𝗪𝗵𝗲𝗻 𝘆𝗼𝘂𝗿 𝗽𝗿𝗼𝗰𝗲𝘀𝘀𝗲𝘀 𝗳𝗲𝗲𝗹 𝗹𝗶𝗸𝗲 𝗮 𝘁𝗮𝗻𝗴𝗹𝗲𝗱 𝗺𝗲𝘀𝘀 I map everything out visually using 𝗕𝗣𝗠𝗡, 𝗙𝗹𝗼𝘄 𝗖𝗵𝗮𝗿𝘁𝘀, 𝗮𝗻𝗱 𝗨𝗠𝗟 𝗱𝗶𝗮𝗴𝗿𝗮𝗺𝘀. Think of it like creating a GPS for your workflow, so your team knows exactly where to go next, no guessing games. 𝗪𝗵𝗲𝗻 𝗱𝗲𝘃𝗲𝗹𝗼𝗽𝗲𝗿𝘀 𝗯𝘂𝗶𝗹𝗱 𝘀𝗼𝗺𝗲𝘁𝗵𝗶𝗻𝗴 𝗱𝗶𝗳𝗳𝗲𝗿𝗲𝗻𝘁 𝗳𝗿𝗼𝗺 𝘄𝗵𝗮𝘁 𝘆𝗼𝘂 𝗮𝘀𝗸𝗲𝗱 𝗳𝗼𝗿 I create 𝗪𝗶𝗿𝗲𝗳𝗿𝗮𝗺𝗲𝘀 𝗮𝗻𝗱 𝗨𝘀𝗲𝗿 𝗦𝘁𝗼𝗿𝗶𝗲𝘀 that show (not just tell) what the end product should look like. It's like giving everyone the same blueprint before construction starts. 𝗪𝗵𝗲𝗻 𝘆𝗼𝘂'𝗿𝗲 𝗻𝗼𝘁 𝘀𝘂𝗿𝗲 𝗶𝗳 𝘆𝗼𝘂𝗿 𝘀𝗼𝗹𝘂𝘁𝗶𝗼𝗻 𝘄𝗶𝗹𝗹 𝘄𝗼𝗿𝗸 𝗶𝗻 𝘁𝗵𝗲 𝗿𝗲𝗮𝗹 𝘄𝗼𝗿𝗹𝗱 I do 𝗨𝗫 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵 𝗮𝗻𝗱 𝗨𝘀𝗲 𝗖𝗮𝘀𝗲 𝗮𝗻𝗮𝗹𝘆𝘀𝗶𝘀 to validate ideas before you invest time and money building them. Better to catch problems on paper than in production, right? 𝗪𝗵𝗲𝗻 𝗽𝗿𝗼𝗷𝗲𝗰𝘁 𝘂𝗽𝗱𝗮𝘁𝗲𝘀 𝗴𝗲𝘁 𝗹𝗼𝘀𝘁 𝗶𝗻 𝗲𝗻𝗱𝗹𝗲𝘀𝘀 𝗦𝗹𝗮𝗰𝗸 𝘁𝗵𝗿𝗲𝗮𝗱𝘀 I set up tracking in 𝗝𝗜𝗥𝗔, 𝗖𝗹𝗶𝗰𝗸𝗨𝗽, 𝗼𝗿 𝗧𝗿𝗲𝗹𝗹𝗼, whatever your team already uses, so everyone can see progress, dependencies, and blockers in one place. No more "wait, what's the status?" meetings. 🛠️ Tools I Use to Make This Happen ---------------------------------------------------------------------------------------------------------------------------- 𝗣𝗿𝗼𝗰𝗲𝘀𝘀 𝗠𝗮𝗽𝗽𝗶𝗻𝗴 & 𝗪𝗶𝗿𝗲𝗳𝗿𝗮𝗺𝗲 𝗗𝗲𝘀𝗶𝗴𝗻: - Draw.io - Miro - Figma - Axure RP 𝗗𝗼𝗰𝘂𝗺𝗲𝗻𝘁𝗮𝘁𝗶𝗼𝗻 & 𝗣𝗿𝗲𝘀𝗲𝗻𝘁𝗮𝘁𝗶𝗼𝗻: - Google Docs - Google Slides - MS Word - MS PowerPoint 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁: - JIRA - ClickUp - Trello - Microsoft Teams 𝗗𝗮𝘁𝗮 & 𝗢𝗿𝗴𝗮𝗻𝗶𝘇𝗮𝘁𝗶𝗼𝗻: - Airtable - Notion - Excel - Google Sheets 💬 What Clients Say ---------------------------------------------------------------------------------------------------------------------------- "I had the pleasure of working closely with Anisa during her time at Schoters. She is incredibly persistent and resourceful. Whenever she encountered a challenging task or problem, she would invest considerable time and effort into exploring various solutions. She has a natural talent for structuring tasks and designing dashboards in a visually appealing and efficient manner. Safa also communicated effectively with colleagues and was always willing to share her ideas and insights. Her ability to work collaboratively and foster a positive team dynamic made her a pleasure to work with. I have no doubt that Safa will continue to excel in her future endeavors, and I highly recommend her to any organization fortunate enough to have her as part of their team." (𝗙𝗮𝘂𝘇𝗶 𝗔𝗰𝗵𝗺𝗮𝗱 𝗭𝗮𝗸𝘆, 𝗕𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 & 𝗛𝗥 𝗟𝗲𝗮𝗱 𝗮𝘁 𝗦𝗰𝗵𝗼𝘁𝗲𝗿𝘀) ⭐ Find 15++ testimonials or recommendations from my past clients on my L-in profile Anisa Fatikhul ⭐ 🚀 LET'S DISCUSS HOW I CAN TURN YOUR BUSINESS CHALLENGES INTO CLEAR SOLUTIONS ! 🚀 ----------------------------------------------------------------------------------------------------------------------------

Hi, I'm Munir, a Senior Data Analyst and Business Intelligence Consultant with 10+ years of experience helping organizations transform manual reporting processes into automated reporting systems and actionable business insights. I have worked with global organizations including Philip Morris International, Cargill and Barry Callebaut, delivering reporting automation, operational analytics, ERP reporting, data quality initiatives, and business intelligence solutions across multiple industries including Manufacturing, FMCG, Oil & Gas, EPC, Retail, and Financial Services industries. My focus is simple: ✔ Eliminate manual reporting ✔ Automate data collection and processing ✔ Build reliable dashboards and KPI reporting ✔ Deliver insights that support business decisions One of my most impactful projects reduced reporting effort from 20 man-days to just 0.5 days through reporting automation and process redesign. My areas of expertise include: 📊 Business Intelligence & Reporting Power BI, Looker Studio (Google Data Studio), Tableau, Excel, Google Sheet, SAP Business Object, Dashboard Design, KPI Reporting, Executive & Operational Reporting ⚙ Reporting Automation & Data Integration Power Automate, Python, Apps Script, Advance Excel/GSheet Formula, VBA Macro, API Integration, ETL Development, Workflow Automation, and Data Processing Pipelines 🗄 Data & Database SQL, Snowflake, Azure Databricks, BigQuery, PostgreSQL, MySQL, Data Modeling, Data Warehousing, Data Quality, Data Validation and Data Warehouse 🏭 Manufacturing & Enterprise Systems SAP, IBM Maximo (CMMS), Asset Management, Maintenance Analytics, Supply Chain Analytics, Procurement Reporting, Master Data Governance Typical projects I help clients with: ✔ Dashboard Development ✔ Reporting Automation ✔ ERP & Operational Reporting ✔ Manufacturing & Supply Chain Analytics ✔ Executive KPI Dashboards ✔ Data Quality & Validation Solutions ✔ Data Integration & ETL Pipelines ✔ Business Process Automation I believe great analytics are not about charts or dashboard, they are about helping businesses make faster and better decisions. If you are tired spending too much time preparing reports, managing spreadsheets, or consolidating data from multiple systems, I can help build a scalable and automated solution that saves time and improves visibility across your business. Let's discuss your project. Best regards, Munir

Marketing Strategy. Growth. Execution built from data, not guesswork. I work across marketing strategy and analytics, helping brands figure out what actually drives growth and how to scale it properly. You’re probably here because you don’t just need ideas, you need something that works and can be executed clearly. I’ve worked with brands like Eiger, Shopee, and L’Oréal, where I handled everything from market entry strategy to content performance and growth analysis. That includes building KPI frameworks, testing content strategies at scale, and figuring out why numbers go up (or don’t). Some of the things I usually work on: Marketing & Growth Strategy Content & Performance Analysis (TikTok, Instagram) KPI Setting & ROI Frameworks Market Entry & Positioning Campaign Analysis & Optimization Data Analysis (SQL, Tableau, Excel) I’m quite hands-on when it comes to data, I don’t just look at numbers, I try to understand what’s actually happening behind them, then turn that into something actionable. If you need someone who can think strategically but also go into the details and execution, I can help with that. Feel free to reach out, I’m happy to discuss what you’re working on.

Most data pipelines don’t fail because of code. They fail because they weren't built for scale. With 5+ years of experience engineering data systems at companies like Danone and Zurich, I help businesses transform fragile prototypes into resilient, production-grade infrastructure. I don’t just move data; I build the "Source of Truth" that leadership and AI systems actually trust. ➔ Productionizing AI Pipelines: Hardening Python prototypes into scalable RAG and LLM infrastructures (Azure). ➔ Infrastructure-as-Code: Building automated, modular ETL/ELT pipelines that don't require daily manual fixes. ➔ The "One-Source" Dashboard: Integrating messy data from APIs, SaaS (Shopify, HubSpot), and databases into clean Snowflake/BigQuery layers. ➔ Performance Recovery: Optimizing slow SQL queries and high-cost cloud warehouses to save you thousands in monthly spend. ➔ Technical Writing for Data & AI Teams: Creating product documentation, implementation guides, architecture documentation, data dictionaries, knowledge bases, and thought leadership content that makes complex systems easier to understand and adopt. 🛠 Tech Stack Languages: Python (FastAPI, Pandas, PySpark), SQL Data Engineering: ETL/ELT Pipelines, Data Warehousing, Data Modeling, Data Quality, Data Governance Cloud & Warehousing: Snowflake, BigQuery, Databricks, Azure Data Factory, Azure Data Lake, AWS (S3, Athena, Glue) Orchestration & Transformation: Apache Airflow, dbt Analytics & BI: Tableau, Power BI Development & Collaboration: Git, GitHub, VS Code Data Ops: API Integrations, Data Validation, Workflow Automation Technical Writing: Product Documentation, API Documentation, User Guides, Knowledge Bases, Data Dictionaries, Technical Blog Content ✅ Why Me? 5+ Years Experience: I've seen what breaks at the enterprise level and how to prevent it in your startup. Hands-On Builder & Technical Writer: I can both build the system and explain it clearly to engineers, stakeholders, and customers. Speed over Perfection: I focus on shipping high-impact systems that drive revenue, not just technical documentation. Transparent Communication: You get regular updates and a partner who challenges requirements to find better solutions. Ready to clean up your data debt?

Experienced data scientist since 2018. Have worked in a leading geospatial-focused company, developing machine learning, computer vision, data science, and GIS solutions. Why Work with Me? ✅I welcome proof-of-concept development, validate your solution's feasibility, no string attached! ✅I focus on delivering truly tailored solutions that solve your specific problems. ✅I bring a proven track record of successfully delivering projects that meet client goals (check my portfolio!) Don't hesitate to reach out to discuss your next solution! Core Skills: GIS & Remote Sensing: - Data analysis and automation using Python (GDAL, Rasterio, Geopandas) - Remote sensing workflows with Sentinel, Landsat, UAV imagery, and more - Proficient with QGIS, ArcGIS, Google Earth Engine Geospatial Data Science: - AI-powered Image classification, Object detection, Semantic segmentation, and Instance Segmentation (PyTorch, YOLO) - Machine learning for geospatial data (Scikit-learn, OpenCV, Scikit-image, XGBoost) - Data annotation in Roboflow, Label Studio, CVAT, and many more Web Development: - Backend development with Django & Flask, and FastAPI - Postgres/PostGIS database implementation. - JS, HTML, CSS

Need to transform messy datasets into clear insights, optimize your data infrastructure, or build fast, interactive dashboards? With an MS in Data Science, 6 years of professional experience, and over 100+ completed Upwork projects, I specialize in data analysis, financial modeling, and end-to-end business intelligence solutions. Whether you need a complex Google Sheets architecture, a pristine Tableau/Omni Analytics dashboard, or a Python script to clean massive multi-source datasets, I engineer solutions that save you hours of manual work and drive confident decision-making. ⚙️ My Tech Stack: BI & Visualization: Tableau, Omni Analytics, Power BI, Looker, Google Sheets (Advanced), Excel. Data Processing & DBs: Python, SQL (PostgreSQL, BigQuery). Cloud & Automation: GCP, AWS, Zapier, REST APIs. 🏆 Past Results Include: ✅ Profitability Growth: Drove a 40% increase in net profit within just one month by identifying bottlenecks and implementing actionable data strategies. ✅ Advanced Financial Modeling: Engineered a zero-cost GMROI (Gross Margin Return on Investment) analysis model using advanced Google Sheets, dramatically improving client data visibility and inventory tracking. ✅ Pipeline Automation: Built automated end-to-end data pipelines handling 200,000+ row datasets, eliminating spreadsheet bottlenecks for enterprise clients. Here’s How I Can Help Your Business: ✅ BI & Reporting: Designing fast, clean, and interactive dashboards (Tableau, Omni Analytics, Power BI) to monitor KPIs, financial metrics, and operational performance in real-time. ✅ Large-Scale Data Cleaning & Integration: Extracting and transforming messy, multi-source data from your ERPs, CRMs, or third-party tools into reliable, analysis-ready datasets using Python and SQL. ✅ ETL & Automation: Streamlining data flows (e.g., API to BigQuery, Google Workspace automation) to eliminate manual reporting and human error. ✅ Operations Analysis: Delivering predictive analytics, financial modeling, customer churn analytics, and linear programming to optimize your day-to-day operations. Working With Me: I take a business-first approach. I don't just build dashboards; I identify bottlenecks and translate technical findings into actionable business advice. You can expect fluent English, highly responsive communication, and absolute transparency via regular updates and Zoom calls. Let's hop on a call to talk about how we can optimize your business data today!