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Currently a full-time GIS analyst, helping clients meet their business objectives. Looking for that hidden gem or hard to find area? Maybe you have a scientific application or business problem that needs a verifiable solution. Why not retain a highly skilled certified GIS Professional (GISP) and published author with 27 years of experience to get the job done right? Knowledgeable, time-efficient and adept - with 100% client solutions solved wielding GIS technology. Excellent depth of analytical skills fine-tuned by almost three decades of listening to real-world problems and then translating them into solvable GIS problems. Published GIS author; B.S. Environmental Studies; Linux certified. Special interest connecting with data center clients, finding sites co-located with suitable terrain, fiber proximity, cooling water power and population density. Work in the green sector includes solar development (site selection and suitability), identifying buildable land and constraints; finding suitable locations on commercial building rooftops for solar using LiDAR; identifying customer locations and their proximity to electric vehicle (EV) charging stations (alternative fuels). Have worked on many projects needing lead generation. Use of GIS software and county appraiser parcel data identifies both the suitable properties as well as owner contact information. Applied applications of GIS technology to areas such as infrastructure, telecommunications, renewable energy, risk assessment, water resources, road & rail networks, land development and mining. First in the state of Florida to receive agency approval for GIS-based stream bank modeling (other surface waters). Other modeling methods have saved clients enormous amounts of time and money, such as modeling hydrologic features on l in the example of predicting where stream locations are in a 20,000 acre site. Modeled hydrologic features and flood potential in utility corridors. Mapped and managed field data for two 20,000 acre projects and a 10,000 acre project (GPS and GIS data). Expert using GIS desktop software and also developed expertise providing GIS services via web mapping and web services (WMS/WFS). Use open source software on Linux to share GIS data on the web via Leaflet. Available for tutoring or teaching opportunities. Have taught PhD water resource candidate about GIS (ArcMap) data, methods and applications as well as other students in university. Utilize open source software for geospatial analysis and modeling (QGIS and GRASS GIS). Published author in the GIS field, "How to Succeed as a GIS Rebel - A Journey to Open Source GIS; 2023, LocatePress". Topics in geospatial open source technology and the amazing journey over 25 years. Starting with ESRI and evolving to open source software, filled with stories and technical details that can help the beginner or provide guidance to management for enterprise GIS configurations.

⚡ Power BI & Excel Dashboard Expert | Turning Messy Data Into Decisions You Can Trust Most businesses don't have a data problem — they have a visibility problem. The numbers are there, but they're scattered across spreadsheets, locked in systems that don't talk to each other, or buried in reports that take half a day to build. That's what I fix. I'm a Power BI and Excel specialist with five years of experience and 200+ completed projects, helping teams replace manual spreadsheets with automated, real-time reporting that drives faster, smarter decisions. As a Top Rated Plus freelancer with a 100% Job Success Score and a perfect track record — no 1- or 2-star reviews, ever — I deliver work that's reliable, well-documented, and built to last. 🚀 What I Deliver Power BI Dashboards & Data Models – Custom visuals, dynamic DAX measures, and executive-level reporting tailored to your business goals. Automated Data Pipelines – Connect APIs, Excel, SQL, and cloud sources to streamline data refresh and eliminate repetitive manual work. Excel & VBA Tools – Advanced formulas, macros, and calculators that simplify data management and reduce errors. Performance & Market Insights – Deep analysis across finance, construction, retail, e-commerce, and more, turning trends into clear strategies. 🧠 Core Expertise ✅ Power BI Visualizations & DAX ✅ SQL Server & API Integration ✅ Advanced Excel Formulas & Dashboards ✅ Looker Studio (Data Blending & Calculated Fields) ✅ Google Sheets & Cloud Data Automation ✅ Power Query & ETL Pipelines ✅ Power Automate & Power Apps ✅ Airtable ✅ Zapier 🏆 Featured Work Built a 9-page institutional finance dashboard tracking $27B+ in capital across 47 countries, with bridge-table data modeling and a fully branded design system. Developed branded Power BI reporting for construction firms, connecting live SharePoint data with automated budget vs. actual comparisons. Created customer success analytics tracking agent performance, refund rates, and CSAT for support teams. Connected live Shopify data to Power BI for e-commerce RFM segmentation and repeat-purchase analysis. Built Google Sheets automation systems that replaced multi-day reporting cycles with a single refresh. 🎯 Why Work With Me I bridge technical precision with business understanding — delivering dashboards that not only look great but actually drive decisions. I ask the right questions before building, document everything so your team can maintain it after I'm gone, and stay in communication from start to finish. If your reporting isn't working — or you're not even sure what's possible — send me a message. I respond within a few hours and I'm always happy to talk through the right approach first.

I currently evaluate frontier AI model outputs for AI data companies. Before that, I spent years in roles where data accuracy mattered, from maintaining digital nautical charts used for marine navigation to serving as subject matter expert for geographic and demographic research datasets used in major business decisions. Here's what my background means for your project: -Accuracy. I read style guides closely, flag ambiguities early, and catch edge cases. I've spent my career reviewing data and product releases for accuracy before they reached the people relying on them, and I bring the same care to annotation and QA work. -Communication. I've supported major client accounts, run trainings, and written documentation that makes complicated data understandable. I respond quickly, ask questions when the brief is unclear, and keep you updated. Relevant experience. Annotation frameworks, QA workflows, and quality rubrics are what I work in daily, so there's no ramp-up time on your project. WHAT I DO: -AI Data & Annotation: AI model evaluation and response rating, AI data annotation and labeling across text, audio, and video, transcription and transcription QA for audio, video, and meeting notes, and app and software testing grounded in professional UAT experience -Data & Research: data entry, enrichment, and database management in Excel and Airtable, data analytics, market and competitor research, consumer segmentation and audience profiling, demographic and geographic reporting, and survey design and analysis -GIS & Geospatial: custom mapping and spatial analysis with ArcGIS Pro, QGIS, FME, and Mapbox, plus location data and demographic mapping for real estate, urban planning, and logistics. I hold a Geography degree and worked as a professional geospatial analyst. -Writing & Voice: proofreading and copyediting, technical documentation, how-to guides, training materials, and SOPs, plus voiceover recorded on a professional condenser mic -Travel Planning: I'm a liscensed travel advisor who creates personalized itineraries for any budget or style, end-to-end logistics covering flights, accommodations, ground transport, visas, and travel insurance, plus access to exclusive hotel, cruise, and airline rates and perks Whether it's a quick transcription review or a multi-week research engagement, I read the brief carefully, deliver clean work, and hit the deadline! If you have a project that needs careful, consistent execution, send me a message with the details.

I run Marino Data Management & Consulting (MDMC), a data integration + analytics practice that builds and maintains reliable reporting systems for growing businesses. I take ownership end-to-end: integrating sources, engineering clean models, automating refreshes, and delivering dashboards leadership can trust—then managing the system so it keeps working as data changes and teams grow. You can hire me for one targeted project or full end-to-end ownership—I’ll scope it clearly, validate the numbers, and ship something that stays reliable. Typical work includes: -Data cleanup & normalization (standardizing exports, deduping, aligning schemas, analysis-ready tables) -Integration & pipelines (APIs/exports, repeatable ingestion + refresh workflows) -Data engineering & modeling (transformations, KPI definitions, documentation/governance) -Automation & reliability (scheduled refresh, reconciliation/QA checks, anomaly flags, debugging mismatches) -Visualization (Power BI / Looker Studio dashboards for exec/marketing/sales/ops) -Ongoing management & consulting (updates, new KPIs, permissions/access patterns, performance tuning) I use Python/R when you need automation, API pulls, repeatable transformations, or lightweight data services beyond what a BI tool can handle. Core tools: Power BI, Looker Studio, SQL/BigQuery, Power Query, Excel/Google Sheets, GA4, and common CRM/ads platform exports.

📑 Senior Business Intelligence Architect | ERP & Revenue Reporting Specialist 📊 Data Analysis & Visualization | Power BI, Tableau, Looker BI Platform Specialist 💼 7+ Years of Experience Building Executive Dashboards, Forecasting Systems & Reconciled BI Models 🎯 MY OBJECTIVE My goal is to help organizations achieve digital maturity in data analysis and reporting by implementing a robust BI and Data Architecture that delivers actionable insights and measurable business impact. 🔥 Replace manual reports with automated executive dashboards 🔥 Build a centralized KPI reporting system 🔥 Improve revenue forecasting visibility 🔥 Integrate multiple business systems into a single reporting environment 🔥 Implement scalable Power BI, Tableau, or Looker BI architecture I help organizations transform fragmented ERP, CRM, financial, and marketing data into reconciled, executive-ready dashboards and fully automated reporting systems using Power BI, Tableau, and Looker. I would be glad to collaborate with you to design a reporting system that enables confident, data-driven decision-making. Whether you want to evaluate marketing performance, operational efficiency, sales pipeline visibility, or revenue analytics performance, I am here to help get started. 📑 CORE EXPERTISE As a Business Intelligence Architect and Data Analytics Consultant, I focus on designing reliable reporting infrastructures that support executive decision-making and operational clarity. ➕ Centralizing business reporting across ERP, CRM, marketing, and financial systems ➕ Designing scalable BI architectures using Star Schema and semantic layer modeling ➕ Implementing finance-grade reconciliation frameworks for accurate reporting ➕ Building KPI governance models and metric dictionaries ➕ Delivering executive dashboards with forecasting and performance monitoring logic ➕ Developing automated reporting systems that replace manual spreadsheets I help organizations establish a single source of truth where leadership teams can trust the data used to guide strategic decisions. 📊 BUSINESS DATA ANALYSIS My work focuses on building advanced analytics frameworks that enable organizations to track performance, forecast revenue, and monitor operational efficiency. Examples of analytical systems I develop include: ➕ Revenue and sales forecasting models ➕ Financial performance analysis (EBIT, GP%, margin analysis, budget vs actual) ➕ Sales pipeline and weighted forecast modeling ➕ Bookings vs revenue vs backlog reporting frameworks ➕ Capital allocation and funnel efficiency analysis ➕ KPI monitoring and predictive trend modeling These reporting systems help leadership teams clearly understand the relationship between pipeline activity, revenue genera 📑 BUSINESS INTELLIGENCE & DATA TOOLS Advanced expertise across modern Business Intelligence and analytics platforms that empower businesses to make informed, data-driven decisions. My expertise encompasses a comprehensive range of automated BI and Data Visualization tools, where I possess advanced skills to integrate, automate, and blend multiple data sources. Below is a list of the tools in which I have specialized proficiency, ➕ Power BI (Desktop, Service, Fabric, Advanced DAX Modeling) ➕ Tableau (Desktop, Server, Data Prep) ➕ Looker & LookML (Semantic Modeling) ➕ Looker Studio (data blends and joints) ➕ QlikView / Qlik Sense ➕ Domo, Zoho Analytics, Databox, Klipfolio In each platform, I have honed the ability to integrate, automate, and blend data from multiple sources, providing comprehensive and insightful analytical solutions. 🔗 DATA SOURCE INTEGRATION (70+ Data Platforms) Over the past decade, I have integrated and automated reporting across 70+ data sources spanning ERP systems, CRM platforms, financial software, marketing ecosystems, product analytics tools, and cloud data warehouses. My expertise extends to a robust array of Data Stack and Tools, enabling me to handle diverse datasets and extract meaningful insights effectively. I have worked extensively with systems that include: ➕ NetSuite (SuiteAnalytics Connect, NetSuite2, SuiteQL) ➕ Accounting/ERP platforms Xero, QuickBooks, MYOB, and others ➕ CRM platforms Salesforce, HubSpot, GoHighLevel, MSDynamics CRM, Copper CRM, and custom integrations ➕ Data/Modeling platforms BigQuery, Redshift, Azure Cloud, PostgreSQL ➕ REST APIs, automated data extraction pipelines, and custom SQL-based transformations ➕ Analytics platforms GA4, Adobe Analytics, Mixpanel, Meta Ads, Google Ads, LinkedIn Ads, TikTok Ads, and various attribution platforms My expertise also extends to advanced ETL and data automation tools, including: ➕ Supermetrics & Funnel – for scalable marketing intelligence aggregation ➕ Stitch & Fivetran – for structured data ingestion ➕ dbt labs – for transformation logic and analytics engineering ➕ Power BI Dataflows (including incremental refresh frameworks) ➕ Tableau Prep & custom dataflows, SQL transformations

DATA SCIENCE, STATISTICAL and SURVEY ANALYSIS, AI AGENTS AND AI AUTOMATION SCRIPTS 100% JOB SUCCESS Hey I'm Amy, I help businesses, researchers, and organizations maximize their spreadsheets into executive-level insights and automated systems. I also build AI-powered scripts and repeatable sales systems for small and big businesses. Send me a DM if you’re circling around the problems but don't know what to fix first. If you have data but don’t have the answers, or you have a manual process that is costing you time, I can fix that so you focus on making decisions for your business. A lot of researchers have so many qualitative responses from surveys buried in Google sheets and don't where to look at, I can help you transform those numbers into actionable strategies. I specialize in statistical analysis and custom automation scripts that saves you hours of manual work, a walk through my projects and you will see some AI powered scripts you can try. The clients I work with most often: 1. Academic researchers & PhD candidates: Complex data that needs expert SPSS analysis, hypothesis testing, regression modeling, ANOVA, and publication-ready reporting. 2. Business operations teams that need large, complex Excel and Google sheets datasets cleaned, organized and turned into dashboards or reporting systems. 3. Business operations and teams that want to automate their workflows using n8n, Airtable, ClickUp, AI workflows like Claude agents, ChatGPT and Gemini. 4.. Health & Social Science firms in need of predictive modeling (Regression, Clustering) to forecast trends and outcomes. I have worked across research, healthcare, business operations etc., to provide insights, automate processes and help clients move from disconnected spreadsheets and manual workflows to scalable systems and analytics. Some reviews from previous clients . . “𝗔𝗺𝘆 𝗶𝘀 𝗱𝗶𝗹𝗶𝗴𝗲𝗻𝘁, 𝘁𝗶𝗺𝗲𝗹𝘆, 𝗮𝗻𝗱 𝗮 𝗴𝗿𝗲𝗮𝘁 𝗰𝗼𝗺𝗺𝘂𝗻𝗶𝗰𝗮𝘁𝗼𝗿. 𝗦𝗵𝗲 𝘄𝗮𝘀 𝗲𝗮𝘀𝘆 𝘁𝗼 𝘄𝗼𝗿𝗸 𝘄𝗶𝘁𝗵, 𝗮𝗴𝗶𝗹𝗲 𝗶𝗻 𝗵𝗲𝗿 𝘁𝗵𝗶𝗻𝗸𝗶𝗻𝗴, 𝗮𝗻𝗱 𝗰𝗼𝗺𝗺𝗶𝘁𝘁𝗲𝗱 𝘁𝗼 𝗽𝗿𝗼𝘃𝗶𝗱𝗶𝗻𝗴 𝘄𝗵𝗮𝘁 𝘄𝗮𝘀 𝗻𝗲𝗲𝗱𝗲𝗱 𝗳𝗼𝗿 𝗮 𝗿𝗲𝘀𝗲𝗮𝗿𝗰𝗵- 𝗮𝗻𝗱 𝗱𝗮𝘁𝗮-𝗱𝗿𝗶𝘃𝗲𝗻 𝗮𝗰𝗮𝗱𝗲𝗺𝗶𝗰 𝗽𝗿𝗼𝗷𝗲𝗰𝘁. 𝗜 𝘄𝗼𝘂𝗹𝗱 𝗱𝗲𝗳𝗶𝗻𝗶𝘁𝗲𝗹𝘆 𝗵𝗶𝗿𝗲 𝗵𝗲𝗿 𝗮𝗴𝗮𝗶𝗻.” — PhD Candidate | Academic Research & Statistical Analysis “𝗔𝗺𝘆 𝗽𝗿𝗼𝘃𝗶𝗱𝗲𝗱 𝗮 𝗴𝗿𝗲𝗮𝘁 𝘀𝗲𝗻𝘁𝗶𝗺𝗲𝗻𝘁 𝗮𝗻𝗮𝗹𝘆𝘀𝗶𝘀 𝗳𝗼𝗿 𝗼𝗻𝗲 𝗼𝗳 𝗼𝘂𝗿 𝗰𝗹𝗶𝗲𝗻𝘁’𝘀 𝗽𝗼𝘀𝘁-𝗰𝗮𝗺𝗽𝗮𝗶𝗴𝗻 𝗿𝗲𝗽𝗼𝗿𝘁𝘀. 𝗦𝗵𝗲 𝗽𝗿𝗼𝘃𝗶𝗱𝗲𝗱 𝗿𝗲𝗴𝘂𝗹𝗮𝗿 𝘂𝗽𝗱𝗮𝘁𝗲𝘀 𝘁𝗵𝗿𝗼𝘂𝗴𝗵𝗼𝘂𝘁 𝘁𝗵𝗲 𝗽𝗿𝗼𝗷𝗲𝗰𝘁 𝗮𝗻𝗱 𝗱𝗲𝗹𝗶𝘃𝗲𝗿𝗲𝗱 𝗵𝗶𝗴𝗵-𝗾𝘂𝗮𝗹𝗶𝘁𝘆 𝘄𝗼𝗿𝗸 𝘄𝗶𝘁𝗵𝗶𝗻 𝗮 𝘀𝗵𝗼𝗿𝘁 𝘁𝗶𝗺𝗲𝗳𝗿𝗮𝗺𝗲. 𝗪𝗼𝘂𝗹𝗱 𝗵𝗶𝗴𝗵𝗹𝘆 𝗿𝗲𝗰𝗼𝗺𝗺𝗲𝗻𝗱!” — Social Media Specialist | Sentiment Analysis Project Proficiencies: • Data science - Python, Excel, Tableau dashboards • Statistical analysis: Analysis using SPSS and Python (ANOVA, Regression, t-tests, chi-Square). • Predictive modeling: Linear/Logistic regression, clustering, and forecasting • Survey design and analysis: quantitative research and methodology design • Excel: Pivot tables, complex formulas, Power Query, and VBA macros. • AI workflow automation and scripts: Connecting your stack (ClickUp, Notion, Google Sheets) via n8n. tool stack: - SPSS, Python (Scikit-learn, Pandas), R. - AI & automation: n8n, Claude agents, ChatGPT, Python and AI scripts, Selenium/BeautifulSoup for web scraping. - Business tools: MS Excel (Expert), Google Sheets, n8n, Tableau - AI agents, Airtable, ClickUp, Asana Fast turnaround: within 72 hours. ☞ Sounds like a good fit? Send a "Message" or "Invite", describe the problem and I’ll provide a plan on solutions.