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Profile Overview I help businesses turn complex data into clear insights, automated pipelines, and AI-powered solutions. I’m a Senior Data & AI Engineer with 9+ years of experience delivering enterprise-scale data warehouse, BI, and analytics solutions for clients in the US and international markets. My work sits at the intersection of data engineering, business intelligence, and applied AI — helping organizations make faster, smarter decisions. Over the years, I’ve designed and implemented end-to-end data platforms, from raw data ingestion and transformation to executive dashboards and advanced analytics. More recently, I’ve expanded into AI, LLM-based solutions, Python automation, and Microsoft Dynamics 365 integrations, enabling clients to modernize their data ecosystems. What I Do Best ✔ Enterprise-grade ETL pipelines using Pentaho Data Integration ✔ Data warehouse design, modeling, and optimization ✔ High-volume data processing with MySQL & PostgreSQL ✔ Reliable, scalable, and maintainable data workflows ✔ Executive and operational dashboards in Tableau & Power BI ✔ KPI design, performance tracking, and decision-focused reporting ✔ Translating business requirements into actionable insights ✔ Python-based data automation and web scraping ✔ LLM-powered solutions for analytics, reporting, and internal tools ✔ AI-assisted data processing and insight generation ✔ Custom scripts to reduce manual work and improve efficiency ✔ Microsoft Dynamics 365 (D365) data extraction, integration, and reporting ✔ Analytics and BI layers on top of business applications Industries & Experience ✔ Real Estate & Property Analytics ✔ Retail, E-commerce & Merchandising ✔ Healthcare Reporting & Analytics ✔ Finance, Accounting & MIS Reporting ✔ Sales, CRM & Revenue Analytics ✔ Marketing & Performance Dashboards ✔ Operations & Supply Chain Analytics ✔ Enterprise Data Warehouse & BI Systems Why Clients Work With Me ✔ Proven long-term client relationships ✔ Strong analytical mindset with business-first thinking ✔ Clean, documented, and scalable solutions ✔ Professional communication and on-time delivery ✔ Experience working independently or with distributed teams Let’s Work Together If you’re looking for someone who can own your data stack, modernize it with AI and automation, and deliver insights your business can actually use — let’s connect.

20x faster data ingestion across 500+ MLS sources, that's what the last real estate platform I built for 𝐘𝐥𝐨𝐩𝐨 runs on today. I build and migrate enterprise data platforms that turn fragmented sources into one warehouse your team actually trusts: clean data, working automation, and AI applications they use every day without second-guessing the numbers. A decade doing this across 𝐑𝐞𝐚𝐥 𝐄𝐬𝐭𝐚𝐭𝐞 (𝐘𝐥𝐨𝐩𝐨), 𝐓𝐞𝐥𝐞𝐜𝐨𝐦 (𝐎𝐨𝐫𝐞𝐝𝐨𝐨 𝐐𝐚𝐭𝐚𝐫), 𝐅𝐢𝐧𝐭𝐞𝐜𝐡 (𝐒𝐢𝐦𝐩𝐥𝐞𝐝𝐂𝐚𝐫𝐝), 𝐇𝐞𝐚𝐥𝐭𝐡𝐜𝐚𝐫𝐞 (𝐌𝐞𝐝𝐂𝐡𝐚𝐫𝐭), and 𝐑𝐞𝐭𝐚𝐢𝐥 (𝐌𝐢𝐥𝐥𝐢𝐨𝐧 𝐃𝐨𝐥𝐥𝐚𝐫 𝐁𝐚𝐛𝐲), on 𝐒𝐧𝐨𝐰𝐟𝐥𝐚𝐤𝐞, 𝐃𝐚𝐭𝐚𝐛𝐫𝐢𝐜𝐤𝐬, 𝐀𝐖𝐒, 𝐑𝐞𝐝𝐬𝐡𝐢𝐟𝐭, and modern AI infrastructure. Platforms that serve thousands of users a day. → 𝐖𝐡𝐚𝐭 𝐈 𝐃𝐞𝐥𝐢𝐯𝐞𝐫 • 𝐌𝐨𝐝𝐞𝐫𝐧 𝐃𝐚𝐭𝐚 𝐒𝐭𝐚𝐜𝐤 Snowflake + Databricks + dbt + Airflow + Fivetran + AWS Glue for scalable, testable, version-controlled ELT pipelines. • 𝐂𝐥𝐨𝐮𝐝 𝐌𝐢𝐠𝐫𝐚𝐭𝐢𝐨𝐧𝐬 Teradata, Oracle, SQL Server, Pentaho, Informatica → Snowflake, Redshift, Databricks, BigQuery. • 𝐄𝐓𝐋 / 𝐄𝐋𝐓 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 AWS Glue, Airflow, Informatica, Talend, Pentaho, Azure Data Factory, SSIS, Spark, PySpark. • 𝐃𝐚𝐭𝐚 𝐖𝐚𝐫𝐞𝐡𝐨𝐮𝐬𝐞𝐬 & 𝐋𝐚𝐤𝐞𝐡𝐨𝐮𝐬𝐞𝐬 Snowflake, Databricks, Redshift, BigQuery, Delta Lake, Unity Catalog, Dimensional Modeling. • 𝐀𝐈 & 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 Predictive Analytics, Forecasting, Classification, Recommendation Systems, MLOps, MLflow, SageMaker, TensorFlow, PyTorch, Scikit-Learn. • 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 & 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 OpenAI, Claude, Gemini, LangChain, LangGraph, CrewAI, AutoGen, MCP, AI Agents, Autonomous Workflows, Multi-Agent Systems. • 𝐑𝐀𝐆 & 𝐊𝐧𝐨𝐰𝐥𝐞𝐝𝐠𝐞 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 Vector Databases, Pinecone, Weaviate, Qdrant, ChromaDB, Supabase Vector, Enterprise Knowledge Bases, Semantic Search. • 𝐕𝐨𝐢𝐜𝐞 𝐀𝐈 & 𝐂𝐨𝐧𝐯𝐞𝐫𝐬𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 Vapi, Retell AI, ElevenLabs, Twilio, Voice Agents, AI Call Centers, Lead Qualification Systems. • 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐏𝐫𝐨𝐜𝐞𝐬𝐬 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 n8n, Make, Zapier, HubSpot, Salesforce, GoHighLevel, CRM Automation, Workflow Automation. • 𝐁𝐈 & 𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬 Power BI, Tableau, Sigma, Looker, Grafana, Executive Dashboards, Self-Service Analytics. • 𝐃𝐚𝐭𝐚 𝐐𝐮𝐚𝐥𝐢𝐭𝐲 & 𝐎𝐛𝐬𝐞𝐫𝐯𝐚𝐛𝐢𝐥𝐢𝐭𝐲 Great Expectations, dbt Tests, CI/CD, Data Validation Frameworks, Monitoring & Alerting. → 𝐂𝐨𝐫𝐞 𝐓𝐞𝐜𝐡 𝐒𝐭𝐚𝐜𝐤 𝐃𝐚𝐭𝐚 𝐏𝐥𝐚𝐭𝐟𝐨𝐫𝐦𝐬: Snowflake, Databricks, Redshift, BigQuery, Delta Lake, Unity Catalog 𝐃𝐚𝐭𝐚 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠: dbt, Airflow, AWS Glue, Informatica, Talend, Pentaho, Fivetran, Kafka, Spark, PySpark 𝐀𝐈 / 𝐋𝐋𝐌𝐬: OpenAI, Claude, Gemini, LangChain, LangGraph, CrewAI, AutoGen, MCP 𝐀𝐈 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧: n8n, Make, Zapier, HubSpot, Salesforce, GoHighLevel 𝐕𝐞𝐜𝐭𝐨𝐫 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞𝐬: Pinecone, Weaviate, Qdrant, ChromaDB, pgvector, Supabase Vector 𝐂𝐥𝐨𝐮𝐝: AWS, Azure, GCP, Docker, Kubernetes, Terraform 𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞𝐬: Python, SQL, PySpark, JavaScript, TypeScript, Java, C# 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞𝐬: PostgreSQL, MySQL, SQL Server, Oracle, MongoDB, DynamoDB → 𝐑𝐞𝐬𝐮𝐥𝐭𝐬 𝐈’𝐯𝐞 𝐃𝐞𝐥𝐢𝐯𝐞𝐫𝐞𝐝 • Reduced enterprise ETL runtimes from 6+ hours to under 45 minutes through cloud-native data architectures. • Built Snowflake + dbt + Airflow ecosystems integrating 120+ data sources powering executive dashboards and AI-driven decision systems. • Delivered real-time MLS ingestion platforms processing data from 500+ providers and supporting AI-powered marketing systems. • Built AI voice agents capable of automated lead qualification, appointment booking, and customer engagement. • Developed RAG systems that transformed thousands of documents into searchable enterprise knowledge platforms. • Implemented AI workflow automation that reduced manual operations by up to 80% across sales, support, and operations teams. → 𝐈’𝐦 𝐀 𝐒𝐭𝐫𝐨𝐧𝐠 𝐅𝐢𝐭 𝐈𝐟 𝐘𝐨𝐮 𝐍𝐞𝐞𝐝 • Snowflake or Databricks implementation from scratch • Legacy ETL modernization and cloud migration • Data warehouse or lakehouse architecture • AI Agents and business process automation • RAG applications and enterprise knowledge systems • Voice AI solutions and conversational agents • n8n or Make workflow automation • Machine learning pipelines and MLOps • A senior data engineer or AI engineer to lead delivery and mentor internal teams 📩 Message me with a short description of your data stack, AI initiative, or business process challenge, and I'll provide a candid assessment of scope, architecture, timeline, and the best path forward.

Senior .NET Developer with 6+ years building scalable, secure, and high-performance web applications for US enterprise clients in healthcare, finance, ERP, and data security. Specializing in C# .NET, ASP.NET Core, .NET Core, and .NET 8 with deep expertise in microservices architecture, REST API development, and Azure cloud deployments. CORE .NET DEVELOPER SKILLS ✅ C# .NET Developer: ASP.NET Core, .NET Core, .NET 8, .NET Framework ✅ REST API & Microservices: Web API, Minimal APIs, Clean Architecture ✅ Auth & Security: Keycloak, JWT, OAuth2, OIDC, RBAC ✅ Cloud & DevOps: Azure, Azure Functions, Docker, CI/CD, Azure DevOps ✅ Databases: SQL Server, PostgreSQL, MySQL, MongoDB ✅ Frontend: React, Angular, TypeScript, TanStack Query, Material UI ✅ Observability: Serilog, OpenTelemetry, Centralized Logging ✅ Testing: xUnit, NUnit, Integration Testing ⭐ WHY CLIENTS HIRE ME AS A .NET DEVELOPER ✔ 100% Job Success, 5 stars on every contract ✔ Reduced API response times by 32% at iCareManager ✔ Boosted legacy .NET performance by 35% at Autymate ✔ Cut deployment time by 45% via Azure DevOps CI/CD ✔ US remote experience, EST/PST time zone friendly ✔ 0–3 hour response time, proactive communication 🏆 .NET DEVELOPER PROJECT HIGHLIGHTS ▸ iCareManager: ASP.NET Core microservices, Keycloak OIDC/OAuth2, Serilog/OpenTelemetry logging, Linux/PostgreSQL deployments, CI/CD pipelines, 32% faster APIs, 45% faster deploys ▸ Autymate (US): .NET to .NET 8 migration (+35% performance), Azure Functions bug fixes (-40% failures), JWT REST APIs, ADO.NET Unit of Work, CI/CD pipelines ▸ Healthcare Platform: .NET 6 + React full-stack: patient intake, scheduling, RBAC, clinical docs, inventory, 5-star rated ▸ Data Security Platform: FTP monitoring, AES-256 encryption, Hangfire job queues, MSSQL, 50% security improvement 🛠 C# .NET DEVELOPER TECH STACK Backend: ASP.NET Core | C# .NET | .NET Core | .NET 8 | .NET Framework Web API | Minimal APIs | Entity Framework Core | Dapper | ADO.NET Security: Keycloak | JWT | OAuth2 | OIDC | RBAC | Custom Authenticators Cloud: Azure | Azure Functions | Azure DevOps | Docker | CI/CD | Linux DB: SQL Server | PostgreSQL | MySQL | MongoDB Frontend: React | Angular | TypeScript | TanStack | Material UI Testing: xUnit | NUnit | Integration Testing 🏥 DOMAINS Healthcare & EHR | FinTech | ERP | Data Security | E-Commerce | Workflow Automation 📩 Message me, I respond within a few hours.

𝟏𝟎+ 𝐘𝐞𝐚𝐫𝐬 | 𝟑𝟐 𝐉𝐨𝐛𝐬 𝐂𝐨𝐦𝐩𝐥𝐞𝐭𝐞𝐝 | 𝟔,𝟑𝟎𝟎+ 𝐇𝐨𝐮𝐫𝐬 | 𝟏𝟎𝟎% 𝐉𝐨𝐛 𝐒𝐮𝐜𝐜𝐞𝐬𝐬 | 𝐓𝐫𝐮𝐬𝐭𝐞𝐝 𝐛𝐲 𝐅𝐨𝐫𝐭𝐮𝐧𝐞 𝟓𝟎𝟎 & 𝐇𝐢𝐠𝐡-𝐆𝐫𝐨𝐰𝐭𝐡 𝐒𝐭𝐚𝐫𝐭𝐮𝐩𝐬 |🏆 𝐓𝐨𝐩 𝐑𝐚𝐭𝐞𝐝 𝐏𝐥𝐮𝐬 I am a full spectrum Data or Database professional combining deep database engineering with business intelligence, visual analytics, and process automation. Over the past decade, I have delivered measurable and high impact solutions across Fortune 500 companies, high growth start-ups and multi industry enterprise clients. Whether you need a lightning fast database, an executive ready BI dashboard or a fully automated ETL pipeline. I bring the architecture, the precision and the business context to get it right the first time. 𝐖𝐡𝐚𝐭 𝐈 𝐃𝐨 𝐁𝐞𝐬𝐭 🔹 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞 𝐃𝐞𝐬𝐢𝐠𝐧 & 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭𝐮𝐫𝐞 MySQL, Oracle, PostgreSQL, Supabase, Metabase, MongoDB, MSSQL, Neo4J from schema design to full normalization. I build databases that scale from Day 1 and hold up under real world loads. 🔹 𝐐𝐮𝐞𝐫𝐲 𝐎𝐩𝐭𝐢𝐦𝐢𝐳𝐚𝐭𝐢𝐨𝐧 & 𝐏𝐞𝐫𝐟𝐨𝐫𝐦𝐚𝐧𝐜𝐞 𝐓𝐮𝐧𝐢𝐧𝐠 Slow queries destroy user experience. I have reduced query execution times by up to 70% using indexing strategies, query restructuring and execution plan analysis. 🔹 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 & 𝐃𝐚𝐬𝐡𝐛𝐨𝐚𝐫𝐝𝐬 Power BI, Tableau, Looker, QuickSight. I don't just build charts. I create decision support systems. DAX, Power Query M, custom visuals, RLS and live gateway connections are all in my toolkit. 🔹 𝐃𝐚𝐭𝐚 𝐌𝐢𝐠𝐫𝐚𝐭𝐢𝐨𝐧 & 𝐄𝐓𝐋 Migrated 200M+ records across systems with zero downtime. I handle complex data transfers with full validation, rollback planning and audit trails. 🔹 𝐑𝐞𝐩𝐨𝐫𝐭𝐢𝐧𝐠 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 From Power Automate flows to Python (Pandas) scripts and Alteryx pipelines. I eliminate manual reporting cycles and give your team hours back every week. 𝐏𝐫𝐨𝐯𝐞𝐧 𝐑𝐞𝐬𝐮𝐥𝐭𝐬 𝐢𝐧 𝐍𝐮𝐦𝐛𝐞𝐫𝐬 ✅ 32 projects completed on Upwork with 100% Job Success Score ✅ 6,300+ hours of logged, verified client work ✅ 70% reduction in query execution time | Healthcare client ✅ 200M+ records migrated with zero downtime | E-commerce platform ✅ 5x faster data retrieval | American Sports Database (NBA/NFL/NCAA) ✅ 50% reduction in manual reporting effort | Healthcare organization ✅ 40% faster decision making | Retail client (data visualization) ✅ 25% increase in operational efficiency | Sano Living (custom BI dashboard) ✅ 20% boost in conversion rates | E-commerce real time analytics ✅ 90% improvement in fraud detection accuracy | FinTech database ✅ 60% reduction in inventory errors | Logistics automation system ✅ Top Rated Plus badge | Earned for consistently delivering on large contracts 🏭 𝐈𝐧𝐝𝐮𝐬𝐭𝐫𝐢𝐞𝐬 𝐈 𝐒𝐞𝐫𝐯𝐞 Healthcare & Med-Tech | Finance & FinTech | E-commerce & Retail American Sports (NBA, NFL, NCAA) | Manufacturing & ERP Logistics & Supply Chain | Telecommunications Pharmaceutical & Research | Education & E-learning Marketing & Advertising | Hospitality & Travel 𝐓𝐨𝐨𝐥𝐬 & 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬 Databases: MySQL · Oracle · PostgreSQL · MongoDB · MySQL · PL/SQL · SQL Server BI & Visualization: Power BI · Tableau · Looker · QuickSight · Looker Studio Languages: SQL · DAX · Power Query M · Python (Pandas) · Java · R ETL & Automation: Power Automate · Alteryx · Airbyte · Airflow · Airtable · shell scripting · AWS · Microsoft Azure · Azure Table · dbt Cloud & DWH: BigQuery · Snowflake · Databricks ·data modeling : Data Warehousing · Star Schema · Data Vault · ERD Design Sports Data: FantasyData · SportsMonks API Integration · Supabase · Metabase · PostgreSQL · Timescale · Postgis 𝐖𝐡𝐲 𝐂𝐥𝐢𝐞𝐧𝐭𝐬 𝐂𝐡𝐨𝐨𝐬𝐞 𝐌𝐞 I don't just complete tasks. I solve the root problem. Every engagement starts with understanding your business objective, not just the technical brief. My clients get clean architecture, clear documentation, and solutions that their internal teams can actually maintain and grow. I communicate proactively, hit deadlines, and never disappear mid project. That's how I've maintained a perfect Job Success Score across 32 contracts and 6,300+ hours. If your data is slowing you down, costing you accuracy, or failing to drive decisions. Let's fix that. 𝐌𝐞𝐬𝐬𝐚𝐠𝐞 𝐦𝐞 𝐭𝐨𝐝𝐚𝐲 𝐚𝐧𝐝 𝐥𝐞𝐭'𝐬 𝐭𝐚𝐥𝐤 𝐚𝐛𝐨𝐮𝐭 𝐲𝐨𝐮𝐫 𝐩𝐫𝐨𝐣𝐞𝐜𝐭. Best Regards, M. Ehtasham

I help companies automate data workflows, build robust pipelines, and transform raw data into analytics-ready systems. Whether you're scaling a product, fixing a broken pipeline, or building a new data backbone, I deliver reliable, documented, production-grade solutions end-to-end. 💡 Core Expertise ☁️ Cloud & Warehousing AWS · GCP · Azure · Snowflake · BigQuery · PostgreSQL · SQL Server 🔧 ETL / ELT Orchestration DBT · Airflow · AWS Glue · MuleSoft · Azure Data Factory · Pentaho · Powershell 🕸️ Web Scraping Selenium · Playwright · Scrapy · BeautifulSoup · Shadow-DOM/Complex JS Sites · API Extraction 🌐 API Integrations Google Ads · Meta Ads · Zoho · HubSpot · WooCommerce · Google Sheets 📊 Analytics & BI Looker · Tableau · Power BI 🐍 Languages Python · SQL · Java · C# · Deluge 🐳 Containers & Deployment Docker ⚡ Automation n8n · Zapier · Integromat ✨ What I Deliver ✔ Marketing strategy automations ✔ Automated, scalable ETL/ELT pipelines ✔ Cloud data warehouse architecture & optimization ✔ Ad-Platforms conversion tracking and visualization ✔ API → Warehouse integrations (Ads, CRM, ERP, SaaS, eCommerce) ✔ Complex web scraping (dynamic, headless, anti-bot, Shadow DOM) ✔ Marketing pipelines (Google Ads / Meta Ads → Sheets/BigQuery/Looker) ✔ Real-time reporting dashboards & analytics automation ✔ Clean, maintainable, production-ready code with documentation 📌 Featured Projects 1️⃣ Google Ads PPC (Marketing strategy) Automation + Conversion Tracking → Tableau Analytics Built a complete automated workflow that uploads data into Google Ads, retrieves campaign/ad-group/keyword performance metrics, stores them in a database, and presents real-time insights in Tableau dashboards. 2️⃣ Multi-Source Web Scraping → DB → Zoho CRM + Zoho Analytics Automated extraction from multiple sources → structured DB → synced to Zoho CRM. Built Deluge workflows & data visualizations in Zoho Analytics. 3️⃣ Shopify → Database Automation + Power BI Dashboards Shopify API integration, automated pipelines, sales/product analysis in Power BI. 4️⃣ Real-Time Web Scraping → Google Sheets (Apps Script) Live data feeds using Apps Script triggers, auto-refresh, and rate-limit handling. 5️⃣ AWS Glue Scraping + Normalization → Salesforce Lead Upload Multi-site scraping with Glue Jobs, unified schema normalization, UPSERT logic, Salesforce delivery. 6️⃣ Docker-Based Shadow-DOM Scraper on AWS Lambda Selenium scraper for complex JS/Shadow-DOM pages, containerized via Docker, deployed to Lambda. 7️⃣ Azure Data Factory – Parameterized Data Cleansing Flow Fully parameterized ADF pipelines for vendor cleansing & multi-step transformations. 🤝 Why Clients Hire Me ✅ End-to-end ownership (ingestion → transformation → reporting) ✅ Fast communication & clear documentation ✅ 100% reliable delivery — no delays, no excuses ✅ Strong problem-solving for broken pipelines and legacy systems ✅ Experience with startups, agencies & enterprise data environments If you need a dependable Data Engineer who can build, automate, and optimize your entire data ecosystem — let’s work together.

Most companies don't have an AI problem or a data problem. They have a "we can't trust our numbers and half our work is manual" problem. I fix both. I build the data pipelines and warehouses that give you clean, reliable data — and the AI agents, RAG systems, and automation that put that data to work. Pipelines that don't break at 2am, and AI that ships to production instead of dying as a demo. I've done this for startups, agencies, and growing teams: moving and modeling messy data, automating operations and support, processing documents, and building internal tools that answer questions instead of creating more tickets. A few recent projects: - A LangGraph multi-agent system that researches, writes, and validates reports on its own — with evaluation and human review built in, so the output is actually usable. - ETL/ELT pipelines and analytics warehouses (dbt, Airflow, Snowflake/BigQuery) with quality checks and monitoring, so teams stop arguing about whose numbers are right. - Document pipelines that pull data out of PDFs, invoices, and contracts using OCR + LLM extraction, validate it, and land it in a database. - Real-time voice agents (Twilio, Deepgram, ElevenLabs, OpenAI Realtime) for booking, support, and lead qualification. - RAG knowledge assistants connected to docs, databases, and CRMs that give accurate answers with sources — not hallucinations. - Power BI dashboards and reporting layers that give teams one source of truth they can actually self-serve. How I work: I care about the business outcome, not the buzzword. Everything I ship is built to run reliably with monitoring in place. I communicate clearly, respond fast, and own the work end-to-end from architecture to deployment. Tools I reach for: Python, SQL, dbt, Airflow, Spark, Snowflake, BigQuery, Databricks, Postgres for data — and LangGraph, LangChain, OpenAI, Claude, FastAPI, Pinecone/Qdrant, Twilio, and Power BI for the AI and delivery side. If you need a solid data foundation, AI built on top of it, or both — let's talk.