I build End-to-End data pipelines that feed your BI reporting systems like Slack and Looker Studio with up-to-date data, so you spend less time manually combining your data and more time analyzing your data.
Client Results
Developed a payroll processing data pipeline that processes $42,500/month in bonus payments for employees, cutting manual payroll processing work by 23 hours per week while increasing payroll accuracy. [ Pipeline: Google Sheets API → Python ETL Pipeline → Google Cloud run → Looker Studio]
Created an automated pipeline that sends weekly PDF reports to enterprise clients for an industrial automation company, increasing LTC and decreasing enterprise customer churn.
[Pipeline: API Ingestion → BigQuery → Make Automated for PDF report Generation → SendGrid Email Delivery]
Reduced downtime of a production pipeline from 30 days to Nill by implementing log alerts in Google Cloud Platform, so stakeholders and developers get an email if a pipeline succeeds or fails.
📊 What I can help you with.
If your team is still exporting data to spreadsheets, manually combining them, and building the same report over and over again, and you can't trust the numbers, I can fix that.
I specialize in end-to-end automated reporting systems for B2B companies in SaaS, hospitality, marketing agencies, fintech, and training platforms that need to deliver recurring reports to clients without the manual overhead.
🔄 How I build Automated End-to-End Data Pipelines
I connect APIs, databases, and platforms (including PMS systems like NewBook and Cloudbeds) into centralized data warehouses like BigQuery and Azure using Python or managed ETL tools like Airbyte and Fivetran.
Pipelines are orchestrated with Dagster, Airflow, or within Python and designed with monitoring, alerting, and CI/CD pipelines using GitHub Actions for reliability.
🧠 I build Clean, Reliable Data Models
Using dbt(SQL) or Python, I transform and combine all your raw data from various sources into clean, structured, user/client-ready metrics with version control, testing, and documentation so your reporting logic is transparent, scalable, and accurate.
📈 I built Live Dashboards that are Always Up-to-Date)
I build Looker Studio (Data Studio) dashboards connected directly to BigQuery or your preferred database, so your clients and team always see live, accurate data without manual refreshes or outdated reports.
It doesn't matter if your reports involve using marketing data from Google, Meta, or any other data source.
I sit down with all my clients to get an exact list of KPIs, metrics, and charts that they want, so I can map out the data we need from all sources to build your dashboard or reporting system.
🏗️ Tech Stack
**Cloud & Data:** Google Cloud Platform, Azure, BigQuery, Cloud Storage
**Transformation & Orchestration:** dbt, Dagster, Python
**CI/CD & Infrastructure:** GitHub Actions, pipeline automation
**Visualization:** Looker Studio, Power BI
**Automation:** Make, n8n, Airtable
**Integrations:** Google Ads, Meta, GA4, APIs, PMS systems (NewBook, Cloudbeds)
**Report Delivery:** SendGrid, Twilio, Slack
🎯 Who I Work With
I work best with B2B companies that:
* Deliver recurring reports to clients
* Spend hours manually building or sending reports
* Struggle with inconsistent or error-prone data
* Need a scalable reporting system as they grow
If you're manually exporting data, updating spreadsheets, or relying on analysts for repetitive reporting work, I’ll replace that with a system that runs automatically.
🤝 How I Work
I focus on building systems that are:
* Reliable (monitored, tested, and automated)
* Scalable (built to grow with your business)
* Cleanly structured (no fragile hacks or shortcuts)
* Easy to maintain (documented and production-ready)
You won’t get a quick fix. You’ll get a system designed to work long-term.
📁 Portfolio & Experience
Real examples of pipelines, dashboards, and automation systems available upon request.
Let’s Automate Your Reporting
If you want to eliminate manual reporting, improve accuracy, and deliver better insights to your clients, let’s build a system that does it automatically.
📩 Send me a message and we’ll map out your reporting pipeline.
Data Analysis
ETL Pipeline
Analytics Dashboard
Looker Studio
SQL
Python
Data Visualization
Google Sheets
Microsoft Power BI
Microsoft Excel
Dashboard
Marketing Analytics
Terraform
CI/CD
BigQuery
dbt
Data Migration
Data Modeling
Make.com
Spreadsheet Automation
Scott A.
Guelph, Canada
$110/hr
5.0
214 jobs
The experience and skillset I bring as a Microsoft Solutions Partner in Data & AI helps businesses transform their current systems and initiatives into a clean, structured, and repeatable digital strategy.
📈 Microsoft Fabric, AI Foundry, Copilot Studio, Power BI, Power Platform, Azure Cloud
📈 Data Analytics, Data Modelling, Dashboard Design, ETL Pipelines, Automated Reports
I am committed to enabling my clients to gain insights, streamline operations, and enhance their competitive edge in a meaningful way specific to their business.
All solution design, development, and deployment is done in the Microsoft and Azure Cloud ecosystem. This ensures governance, security, and systems are centralized and maintainable. Some of our clients include Johnson & Johnson, UGE International, and Assante Wealth Management.
Our ideal client is already on Microsoft and wants to leverage the latest set of growing tools and solutions to ensure Data & AI is grounded in their own data, governed properly, and built to scale past the pilot stage.
------- How do I help clients? -------
I assess current workflows and provide best-practice guidance and recommendations based on the latest technology.
I integrate deeply into your operations, and work to understand the challenges of existing systems to deliver customized, scalable solutions that eliminate inefficiencies.
My personal favourite client quotes (please refer to past projects below):
✔️ It's rare that you come across standout talent like Scott
✔️ Exceptionally competent, quick, and professional
✔️ Scott is one of the best contractors I've worked with over the last 30 years
✔️ His work followed best practices to be easily updated and modified
✔️ I have placed him in my short list for future projects
------- Tools & Frameworks -------
Microsoft – Excel VBA, Macros, AddIns, Copilot Studio, SQL, Power Platform
Power BI – DAX, M Language, API Connections, Fabric, Power Query
Python – Web Scraping, Statistics, Django, React, Financial Modeling
Azure – Data Factory, App Services, Functions, Databricks, Synapse, AI, ETL
Other - Zapier, CRM and QBO Integrations, Google Analytics, Google Sheets
It would be great to discuss your project further and get to know you and your business. I’m available weekdays 8am-5pm (Eastern Time) for a video call. I look forward to hearing from you!
Kind regards,
Scott
------- Professional Certifications -------
Bachelor of Engineering from the University of Guelph
Microsoft Solution Partner in Data & AI
Microsoft Certified Azure Fundamentals
Microsoft Certified Data Analyst
Python
Microsoft Excel
Data Science
Visual Basic for Applications
Microsoft Power BI
Microsoft Azure
Microsoft SQL Server
Analytics Dashboard
Data Extraction
API Integration
Web Development
Automation
Power Query
AI Consulting
Syed J.
Calgary, Canada
$80/hr
5.0
6 jobs
Hi, I’m Syed, A Microsoft Fabric & Power Platform specialist helping businesses automate operations, modernize reporting, and build AI-driven workflows using Microsoft technologies.
I design scalable, practical, and user-friendly solutions powered by:
- Microsoft Fabric (Data Engineering, Data Pipelines, Dataverse, Lakehouse, Real-Time Analytics)
- Power Platform (Power BI, Power Apps, Power Automate)
- Copilot for automation, workflows, and AI-driven insights
- Azure Machine Learning
- End-to-end system integrations (API, SQL, Dynamics, SharePoint, HubSpot, QuickBooks, etc.
Typical Projects I Deliver:
- Power Automate flows that save hours of manual work
- Microsoft Fabric data pipelines for analytics and reporting
- Power Apps to replace Excel, email, or paper-based workflows
- Copilot agents for customer support, operations, finance & HR
- Retail, Fintech, Logistics & SaaS dashboards
- CRM, ERP, SharePoint, Dynamics, and HubSpot integrations
- End-to-end automation of approvals, onboarding, reporting, and notifications
Why Clients Work With Me:
✔ Strong technical + business understanding
✔ Clear communication and timely delivery
✔ Solutions built to scale and easy for teams to manage
✔ Documentation, clean architecture, and future-proof design
✔ Experience with SME to enterprise automation systems
✔ Hands-on experience — I build, test, deploy, and support production systems
Artificial Intelligence
Machine Learning
Machine Learning Model
Data Extraction
ETL
Data Analysis
Analytical Presentation
Microsoft PowerApps
Microsoft Power Automate
Microsoft 365 Copilot
AI Builder
Microsoft Dynamics 365
Microsoft Power BI
Fabric
SQL
Dennis M.
Kingston, Canada
$25/hr
5.0
2 jobs
Hi there,
I help AI labs and data teams ship cleaner training data, better-evaluated models, and analytics they can act on.
Over the last 5 years I've trained and evaluated large language models for multiple AI labs, built annotation and QA pipelines, and led data teams in management capacity. On the analytics side, I've built churn and segmentation models and KPI dashboards (Power BI, Tableau, Sigma) that account managers use daily.
What I can help you with:
• LLM training & evaluation — response grading, pairwise/RLHF-style comparisons, red-teaming, edge-case curation
• Data annotation & QA — labeling workflows, validation scripts, quality benchmarking across text, image, and video
• Analytics & BI — churn/segmentation analysis, dashboards, and reporting in Python, SQL, and R
Tools: Python (Pandas, NumPy, scikit-learn), SQL, R • Labelbox • BigQuery, Snowflake, Databricks • Power BI, Tableau, Looker, Sigma
MSc in Data Science (University of East London), with certifications from Google and the University of Michigan.
Let's talk about how I can help you get more from your data.
Best,
Dennis.
AI Model Training
Data Annotation
Data Labeling
Data Segmentation
Image Annotation
Video Annotation
Labelbox
Python
LLM Prompt Engineering
CVAT
LLM Prompt
Data Logistics
SuperAnnotate
Computer Vision
n8n
Object Detection & Tracking
Object Detection
Automation
Data Quality Assessment
Roboflow
Jenn M.
Calgary, Canada
$100/hr
5.0
4 jobs
👋 I’ve been running Blue Arrow Consulting for nearly a decade, helping organizations simplify complexity and scale with confidence. With 15+ years in IT operations, business analysis, and process optimization, I bring both strategy and execution.
✨Core Expertise
📝 Requirements Gathering & Business Analysis
⚙️ Workflow Mapping & Process Optimization
✨ Digital Transformation & Business Process Management (BPM)
👥 Stakeholder Engagement, Facilitation & Change Management
🎯 Training Programs & User Adoption Strategy
⚡ Business Process Automation and Integration (Power Automate, Zapier, Microsoft 365, Google Workspace, QuickBooks Online)
📊 Data Analysis, KPI Development & Reporting (Power BI, ETL, dashboards)
🛠️ Tools & Platforms – Jira (including Service Management), Power BI, AI platforms (OpenAI, Copilot, Gamma, etc), CRM/ERPs, Asset Management platforms (EAM, Roughneck, Maximo, etc), Content Management platforms (SharePoint, Content Server, etc)
💡 Client Highlights
➡️ Delivered an application rationalization initiative that freed $2MM for reinvestment by optimizing existing systems
➡️ Supported a startup’s growth from 18 to 60 employees in 3 years by building a hiring plan, onboarding framework, and training programs
➡️ Conducted a CRM and ERP review that streamlined operations, reduced costs, and improved system adoption
➡️ Built Power BI dashboards that gave executives real-time clarity on KPIs and performance, and allowed them to make real-time, data driven decisions
Leaders come to me when firefighting has replaced strategy or when systems no longer support growth. I ask the right questions, design scalable processes, and implement automation (Zapier, AI, Power Automate) that frees teams to focus on what matters.
✅ Outcomes, not just outputs.
Business Analysis
Business Process Automation
Data Analysis
Change Management
Data Visualization
Microsoft Power BI
ETL
Microsoft Power Automate
KPI Metric Development
Problem Solving
IT Asset Management
IT Service Management
Management Consulting
Training
Adam N.
Vaughan, Canada
$250/hr
5.0
25 jobs
** Greetings! I'm part of Upwork's Expert-Vetted Program. Top 1% Freelancer. **
**I am also a Microsoft Data & AI Partner.**
**I am also Claude Certified and on path to becoming a Claude Partner**
I'm an AI-First Data Engineer and Architect with 15 years of expertise under my belt, including extensive work with Fortune 100 companies. I build Claude-powered systems on top of the data foundations I've shipped my entire career — turning enterprise data into AI agents, internal copilots, and automated workflows that actually run the business.
My areas of expertise include:
✅ Claude-Powered AI Agents & Automation
✅ MCP (Model Context Protocol) Server Development
✅ Claude Code & AI-Assisted Engineering
✅ CoPilot & End-to-End MS Stack (Microsoft Partner)
✅ LLM Integration, RAG & Context Engineering
✅ SQL Development
✅ Data Warehouse Implementation
✅ ETL and Data Pipelines
✅ Tableau and Power BI
✅ Power Platform
✅ Advanced Analytics
✅ Shopify and ECommerce Systems
Technologies & Skills:
🤖 AI / LLM: Claude (API, Code, Cowork, Teams), MCP Servers, OpenAI, Gemini, RAG, Agentic Systems, Vector DBs (Pinecone, pgvector)
🛠️ AI Tooling: Claude Code, Cursor, n8n, LangChain, Anthropic Skills & Projects
📊 Reporting: Tableau, Power BI, Looker
💾 Databases: SQL Server, MySQL, Oracle, Teradata, InnoDB, Snowflake, BigQuery
☁️ AWS: EC2, S3, Lambda, RDS, DynamoDB, IAM, CloudFormation, QuickSight, SageMaker, Bedrock
🔷 Azure: CoPilot, Virtual Machines, Functions, Synapse, Blob Storage, File Storage, SQL Server, AAD, Container Apps, OpenAI Service
🌐 GCP: BigQuery, Cloud Functions, Cloud SQL, Cloud IAM, Dataflow, Vertex AI, VPC
💻 Programming: SQL, Python, TypeScript, C++, C#, DAX, Batch/Shell Scripting, Stored Procedures, SSIS
Working Together:
As an AI-First Data Engineer, I specialize in analyzing your company's data assets and building Claude-powered architectures that turn them into autonomous agents, internal copilots, and AI-driven decision systems. I have honed my skills and tools over the years to do this effectively — and I now ship in days what used to take months.
When I work with my clients, I see myself as an extension of their team. I am committed to meeting their requirements and working tirelessly to deliver what they need. If I have the opportunity to work on one of your projects, you can count on me to:
✅ Understand your business and its needs
✅ Communicate with you effectively and clearly
✅ Present you with a thorough and detailed project plan
✅ Build production-grade Claude integrations, MCP servers, and AI agents
✅ Provide you with continuous, comprehensive support
✅ Deliver AI-first solutions that meet your requirements
Let's join forces and get your AI-first project done right the first time around!
SQL
Database Architecture
Data Visualization
Database Modeling
AWS Lambda
Microsoft Azure
MySQL
Big Data
Database Query
Tableau
Database Administration
ETL
Database Development
Microsoft Power BI
Microsoft Power Automate
Claude
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