§02 · Services
How we work together.
Four ways to work with Mahmoud Amr. Fixed-scope where it makes sense, hourly where it doesn’t. Billing via Upwork or direct invoice.
§01
Packages
4 engagement modes
P/01data-platforms
Data & BI platforms
BI migrations, warehouses & AI query layers
- BI migration (e.g. ThoughtSpot / Tableau → Apache Superset)
- Snowflake / Postgres modelling and dashboards
- Natural-language / MCP AI query layer over your data
P/02ai-automation
AI agents & automation
Voice & SMS agents, MCP servers, pipelines
- Autonomous voice / SMS agents (Vapi, GPT-4, Claude)
- Custom MCP servers and tool integrations
- Unattended automation and anti-detection data extraction
P/03full-stack
Full-stack product
Next.js / Node / Java, shipped end to end
- Discovery, architecture, and design system
- Full-stack build (Next.js, Node/Django/Java, Postgres)
- Cloud deploy on AWS / Kubernetes with CI + observability
P/04architecture
Architecture & consulting
Solution architecture, audits, senior pairing
- Solution architecture and decision records (ADRs)
- Codebase / cloud audits with a prioritized fix plan
- Senior pair sessions and technical interview support
- 01
Discovery call · free · 30 min
Scope, constraints, success criteria.
- 02
Proposal in 48 hours
Timeline, fixed price or weekly rate, clear deliverables.
- 03
Weekly demos
Working software every week, never a black box.
- 04
Handover + 30-day warranty
Docs, repo access, post-launch fixes.
- Founders going from prototype to production.
- Teams that need a senior pair to unblock a hard problem.
- Agencies looking for a trusted subcontractor.
- Anyone building with AI who wants it done right, not just fast.