c
csamfong

Colton S.

@csamfong

Business Operation Automation

United States
English
About me
If your business still relies on manual processes, you’re losing time and money. I build AI, software, and automation systems that turn messy workflows into clean, scalable operations. I specialize in CRM optimization, AI workflows, Airtable/database architecture, dashboards, and integrations. My systems save 10–30+ hours/week, reduce admin costs, eliminate costly errors, and have uncovered $100K+ in missed revenue while improving speed and decision-making.... Read more

Skills

c
csamfong
Colton S.
Offline • 
Average response time: 12 hours

See my services

CRM & ERP Development
I will build your airtable CRM or internal operations system
From$400 / projectMore details
AI Integrations
I will automate your workflows and integrate your business tools
From$400 / projectMore details

Portfolio

Work experience

Upwork

Freelance Business Operations Automation

Upwork • Freelance

Sep 2025 - Present • 8 mos

Design and develop AI-powered automation systems, internal business platforms, and application integrations for small to mid-sized businesses. Focus on transforming fragmented workflows into structured, scalable systems that reduce manual work, improve data accuracy, and support operational growth. Core Responsibilities Build end-to-end automation systems that replace manual workflows across operations, sales, and reporting Design and implement internal operating systems using tools like Airtable, Supabase, and custom web applications Develop document automation pipelines including PDF/report generation and structured data extraction Integrate third-party platforms (CRMs, communication tools, payment systems, databases) into unified workflows Architect scalable database structures to support long-term business growth and system expansion Create dashboards and client portals for real-time data visibility and operational control Conduct system audits to identify inefficiencies, automation opportunities, and cost-saving improvements Implement AI-driven workflows for data processing, content generation, and decision support Key Areas of Work Document Automation Automated report generation (PDFs, diagnostics, client deliverables) Document parsing systems for extracting structured data from files (plans, forms, records) End-to-end document workflows from intake → processing → output Application Integration Simple integrations (trigger-based workflows between apps) Workflow integrations (multi-step automation across platforms) Full system integrations (centralized data flow across entire business operations) Internal Operating Systems Custom dashboards and client portals CRM and pipeline management systems Inventory, HR, payroll, and operational tracking systems Airtable-based and custom database-driven platforms Selected Projects Built an AI-powered construction analysis system that identified a ~$100K estimating discrepancy by parsing and structuring project docume