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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.

I am a tech-agnostic data engineer who enjoys solving complex data problems, finding patterns in messy datasets, and making sure the work actually supports the business. My focus is always on clean architecture, performance, and making data useful - not just moving it around.Here is what I have worked with: - Programming & Scripting: Python (Flask, FastAPI, Django, Selenium, PySpark), SQL - Data Engineering & Integration: Talend, Mage.ai, Apache Airflow, Airbyte, Databricks, Kafka, Debezium - Databases & Data Warehousing: Data Modeling, PostgreSQL, MySQL, Snowflake, Greenplum, MongoDB, Firebase, ClickHouse - Cloud & DevOps: AWS (Lambda, API Gateway, S3, RDS, SQS and more), Docker, Kubernetes, Azure DevOps, Terraform, CloudFormation - Security & Compliance: Secure and compliant pipeline design (HIPAA, GDPR, SOC 2), data governance, privacy-first architectures - Testing & Automation: Postman, Cypress.io, Swagger, Automated Data Workflows - Data Visualization: Power BI, Metabase, Google Data Studio, Grafana - Collaboration & Leadership: Cross-functional team mentoring, process optimization, data-driven decision-making

I Engineer self-healing, AI augmented data automation systems that eliminate manual workflows and scale seamlessly. By combining advanced Python backend architectures (FastAPI, Django) with Azure AI and OpenAI, I build intelligent pipelines that don't just move data they autonomously extract, classify, validate, and enrich it. One system. Runs infinitely. Zero manual intervention. PROVEN IMPACT & CASE STUDIES Enterprise Document Automation: Engineered an automated tax-compliance pipeline leveraging Azure AI Document Intelligence and Python, completely replacing 100% of manual tax form processing with a single-click AI verification system. Mission-Critical Architectures: Designed and deployed a secure, end-to-end digital examination and data management platform for NASTP (National Aerospace Science & Technology Park), eliminating intensive manual administrative workflows. E-Commerce Data Warehouse & Custom API Pipeline: Architected a robust, scalable multi-source data extraction pipeline utilizing advanced ETL methodologies to ingest, clean, and sync high-volume market data into performance-optimized databases. CORE SPECIALTIES & HOW I DELIVER VALUE AI-Augmented ETL/ELT Pipelines Building resilient ingestion frameworks that use LLMs (OpenAI GPT-4o, Azure OpenAI) to process unstructured documents, PDFs, and raw text. Python structures the incoming data, Pydantic v2 strictly validates it, and PostgreSQL stores it securely. Custom API Architectures & Data Warehousing Developing high-performance, asynchronous REST APIs using FastAPI and Django. I integrate complex third-party webhooks, handle rate-limiting seamlessly, and model scalable relational databases backed by SQLAlchemy, Alembic migrations, and advanced SQL (CTEs, Window Functions). Serverless Cloud Deployment Deploying production-grade pipelines onto AWS (S3, Lambda, RDS) and Azure Blob Storage. Your systems run on fully automated schedules in the cloud without requiring manual infrastructure management. Enterprise BI & Analytics Dashboards Transforming raw, automated data warehouses into interactive, executive-level insights using Microsoft Power BI and custom Streamlit web applications. TECH STACK AI & Intelligence: OpenAI API · Azure AI Document Intelligence · Prompt Engineering Backend & APIs: Python · FastAPI · Django · Uvicorn · REST APIs · Pydantic v2 · Docker Data Automation & ETL: Pandas · NumPy · Custom Ingestion Pipelines · SQL Databases & ORM: PostgreSQL · SQLite · SQLAlchemy · Alembic · Snowflake Cloud Infrastructure: AWS (S3, Lambda, RDS) · Azure Cloud Storage BI & Analytics: Microsoft Power BI · Streamlit. Need data automated, AI-enhanced, or securely piped? Click "Invite to Job" to schedule a technical discovery call. I respond to all inquiries within 4 hours.

𝗧𝗼𝗽 𝗥𝗮𝘁𝗲𝗱 𝗣𝗹𝘂𝘀 𝗼𝗻 𝗨𝗽𝘄𝗼𝗿𝗸 𝘀𝗶𝗻𝗰𝗲 2021. 181 projects done, 8,000+ hours logged, 100% Job Success across all of them. I mostly do *Real Estate Researcher* property management, lead generation, and Data Entry VA. To give you a feel for the actual work: I've built B2B lead lists for real estate, EdTech, healthcare, agencies, and non-profits; researched and reached out to TikTok and Instagram influencers for brand campaigns; compiled speaker and attendee lists for industry conferences (lots of EdTech work specifically); cleaned up CRM records and built databases from scratch; and handled day-to-day VA work like inbox management, scheduling, follow-ups, and document prep. What I'm strongest at is 𝗿𝗲𝘀𝗲𝗮𝗿𝗰𝗵, 𝗱𝗮𝘁𝗮 𝘄𝗼𝗿𝗸, 𝗹𝗲𝗮𝗱 𝗴𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝗼𝗻, 𝗮𝗻𝗱 𝗮𝗱𝗺𝗶𝗻 𝘀𝘂𝗽𝗽𝗼𝗿𝘁. That's where 8,000+ hours of practice show up. I'll happily take on other VA-style tasks too, but if you need graphic design, paid ads, or coding, I'm probably not the best fit. The clearest signal I can give about how I work is 𝗿𝗲𝗽𝗲𝗮𝘁 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀. A few clients have come back to me for 9, 7, and 3 separate projects. That tends to say more than anything I could write here. 𝗧𝗼𝗼𝗹𝘀 𝗜 𝘄𝗼𝗿𝗸 𝘄𝗶𝘁𝗵 𝗿𝗲𝗴𝘂𝗹𝗮𝗿𝗹𝘆: - 𝗟𝗲𝗮𝗱 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝗼𝗻: LinkedIn Sales Navigator, Apollo, Hunter, Snov, RocketReach - 𝗖𝗥𝗠𝘀: HubSpot, Pipedrive, Zoho CRM - 𝗦𝗽𝗿𝗲𝗮𝗱𝘀𝗵𝗲𝗲𝘁𝘀 & 𝗗𝗮𝘁𝗮𝗯𝗮𝘀𝗲𝘀: Excel, Google Sheets, Airtable - 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝘃𝗶𝘁𝘆 & 𝗣𝗠: Asana, ClickUp, Trello, Notion, Monday - 𝗚𝗼𝗼𝗴𝗹𝗲 & 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 𝗦𝘂𝗶𝘁𝗲𝘀: Google Workspace, Microsoft 365 - 𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝗰𝗮𝘁𝗶𝗼𝗻: Slack, Zoom, Microsoft Teams, Calendly, Loom - 𝗘𝗺𝗮𝗶𝗹 & 𝗢𝘂𝘁𝗿𝗲𝗮𝗰𝗵: Gmail, Outlook, Mailchimp, Instantly - 𝗔𝗜 𝗧𝗼𝗼𝗹𝘀: ChatGPT, Claude, Grammarly - 𝗢𝘁𝗵𝗲𝗿: Canva, Dropbox, DocuSign New tools don't slow me down, I pick them up fast. I'm based in 𝗟𝗮𝗵𝗼𝗿𝗲 and can overlap with 𝗨𝗦, 𝗨𝗞, 𝗼𝗿 𝗘𝗨 𝗵𝗼𝘂𝗿𝘀 when projects need it. Open to one-off tasks, short sprints, or longer ongoing work. 𝗦𝗲𝗻𝗱 𝗮 𝗺𝗲𝘀𝘀𝗮𝗴𝗲 𝗮𝗻𝗱 𝘄𝗲 𝗰𝗮𝗻 𝘁𝗮𝗹𝗸 𝘁𝗵𝗿𝗼𝘂𝗴𝗵 𝘄𝗵𝗮𝘁 𝘆𝗼𝘂 𝗵𝗮𝘃𝗲 𝗶𝗻 𝗺𝗶𝗻𝗱.

If your data pipelines are slow, breaking, or producing dashboards your team doesn’t trust — I fix that. Most data engineers can build a pipeline. Fewer make sure it is fast, reliable, well-modeled, and feeding dashboards your business can actually use for decisions. I’m a Microsoft Certified Fabric Data Engineer specializing in Microsoft Fabric, Azure data pipelines, Lakehouse/Warehouse architecture, Databricks, Snowflake, and Power BI semantic models. I help teams build the full data layer: from raw source systems and APIs, to clean Bronze/Silver/Gold pipelines, to properly modeled warehouses, to Power BI dashboards that perform at scale. Recent results: * Reduced a daily pipeline runtime from 8 hours to 30 minutes * Eliminated around 95% of manual data errors by automating third-party API integrations * Saved a data team 20+ hours per week through automated monitoring and reporting * Reduced manual data preparation time by 60% with end-to-end Azure pipelines * Built Power BI dashboards for retail, sales, and supply chain clients, with 5-star client feedback What I can help with: * Microsoft Fabric pipelines, Lakehouse, Warehouse, and medallion architecture * Azure Data Factory, Databricks, Azure SQL, and Data Lake pipelines * PySpark and Spark SQL for large-scale data processing * Power BI semantic models, DAX optimization, and executive dashboards * Data modeling, star schemas, fact/dimension design, and ERDs * SQL optimization, data quality checks, and pipeline monitoring * Snowflake and dbt for modern cloud warehouse solutions How I work: * Clear communication and regular project updates * Loom walkthroughs for architecture, logic, and deliverables * Clean, documented, production-ready code your team can maintain * Strong focus on reliability, data quality, and long-term maintainability * Available for async collaboration across US, UK, and EU time zones If you need reliable pipelines, clean data models, and dashboards your team can trust, send me a message.

𝐈 𝐡𝐞𝐥𝐩 𝐛𝐮𝐬𝐢𝐧𝐞𝐬𝐬𝐞𝐬 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐞, 𝐬𝐜𝐚𝐥𝐞, 𝐚𝐧𝐝 𝐠𝐫𝐨𝐰 𝐮𝐬𝐢𝐧𝐠 𝐩𝐨𝐰𝐞𝐫𝐟𝐮𝐥 𝐭𝐞𝐜𝐡 𝐬𝐭𝐚𝐜𝐤𝐬 𝐚𝐧𝐝 𝐜𝐨𝐦𝐩𝐥𝐢𝐚𝐧𝐭 𝐜𝐨𝐦𝐦𝐮𝐧𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐬𝐲𝐬𝐭𝐞𝐦𝐬. I deliver solutions that combine 𝐝𝐚𝐭𝐚 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧, 𝐟𝐮𝐥𝐥 𝐬𝐭𝐚𝐜𝐤 𝐰𝐞𝐛 𝐝𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭, 𝐚𝐧𝐝 𝐡𝐢𝐠𝐡-𝐩𝐞𝐫𝐟𝐨𝐫𝐦𝐚𝐧𝐜𝐞 𝐀𝟐𝐏 𝟏𝟎𝐃𝐋𝐂 𝐒𝐌𝐒 𝐦𝐚𝐫𝐤𝐞𝐭𝐢𝐧𝐠 (Twilio, GHL. Signal Wire, Tylnex) With 𝟒+ 𝐲𝐞𝐚𝐫𝐬 𝐨𝐟 𝐡𝐚𝐧𝐝𝐬-𝐨𝐧 𝐞𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞, — all built for results. 💡 𝐖𝐡𝐚𝐭 𝐈 𝐃𝐨 𝐁𝐞𝐬𝐭: 🔹 𝐀𝟐𝐏 𝟏𝟎𝐃𝐋𝐂 𝐁𝐮𝐥𝐤 𝐒𝐌𝐒 𝐌𝐚𝐫𝐤𝐞𝐭𝐢𝐧𝐠 → Brand/campaign registration, compliant high-delivery messaging, analytics dashboards, and CRM/API integrations. 🔹 𝐌𝐲 𝐎𝐰𝐧 𝐒𝐌𝐒 𝐒𝐲𝐬𝐭𝐞𝐦 (𝐔𝐒𝐀 & 𝐂𝐚𝐧𝐚𝐝𝐚) → I can directly set up your account for SMS campaigns. For industries like 𝐑𝐞𝐚𝐥 𝐄𝐬𝐭𝐚𝐭𝐞, 𝐌𝐂𝐀 𝐋𝐨𝐚𝐧 𝐅𝐮𝐧𝐝𝐢𝐧𝐠𝐬, 𝐒𝐨𝐥𝐚𝐫 & 𝐑𝐨𝐨𝐟𝐢𝐧𝐠, 𝐂𝐨𝐧𝐬𝐭𝐫𝐮𝐜𝐭𝐢𝐨𝐧 𝐉𝐨𝐛 𝐇𝐢𝐫𝐢𝐧𝐠, 𝐌𝐨𝐫𝐭𝐠𝐚𝐠𝐞 𝐅𝐢𝐧𝐚𝐧𝐜𝐢𝐧𝐠, 𝐚𝐧𝐝 𝐏𝐡𝐨𝐭𝐨𝐠𝐫𝐚𝐩𝐡𝐲 𝐂𝐚𝐦𝐩𝐚𝐢𝐠𝐧𝐬 — 𝐧𝐨 𝐀𝟐𝐏 𝟏𝟎𝐃𝐋𝐂 𝐢𝐬 𝐫𝐞𝐪𝐮𝐢𝐫𝐞𝐝. 🔹 𝐆𝐨𝐇𝐢𝐠𝐡𝐋𝐞𝐯𝐞𝐥 (𝐆𝐇𝐋) 𝐄𝐱𝐩𝐞𝐫𝐭 → I help businesses and agencies with CRM Setup, Workflows & Automation, Sales Funnels, Landing Pages, Email & SMS Marketing, Pipelines, Calendars, Forms, SaaS Mode, A2P 10DLC Registration, Twilio/Mailgun Integration, Snapshots, API & Zapier/Make Integrations, Lead Nurturing, and Ongoing Agency Account Management. Whether you need a new GoHighLevel account built from scratch, existing workflows optimized, or a fully automated client onboarding and follow-up system, I can deliver scalable, high-converting solutions 🔹 𝐅𝐮𝐥𝐥 𝐒𝐭𝐚𝐜𝐤 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 → JavaScript/Python, MERN, React, Angular, Vue, Node, Nest, Django, Flask, Laravel, React, Tailwind CSS, AWS/Azure deployments, DevOps. 🔹 𝐖𝐞𝐛 𝐒𝐜𝐫𝐚𝐩𝐢𝐧𝐠 & 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 → Complex, dynamic, or login-restricted sites using Python, Selenium, and APIs. ✨ 𝐖𝐡𝐲 𝐖𝐨𝐫𝐤 𝐖𝐢𝐭𝐡 𝐌𝐞? ✅ End-to-end delivery — from idea to deployment ✅ Business-focused solutions — not just code ✅ Proven track record with Real Estate, Finance, eCommerce & Services industries ✅ Exclusive SMS system to launch campaigns quickly without compliance bottlenecks 👉 If you need a developer who understands both the code and the business side, I’m here to make it happen — fast, scalable, and future-proof.