Data Engineering
Python · SQL · Spark · Databricks
MILESPAPA / AI NATIVE CONSULTING
Build ideas into
working systems.
Data × Engineering × AI
From an ambiguous idea to a systemthat can be deployed and operated.
Independent engineering practice
Ideas deserve more than a prototype.
I connect product thinking, data engineering, backend systems, cloud operation, and AI-assisted development into one accountable delivery path.
Featured project
TMF Quant Trading Platform
Market data becomes a research, replay, backtest, risk-control, and paper-trading system.
Quantitative trading
One product.
Clear system boundaries.
A systematic trading platform that connects market data, strategy research, replay, risk controls, and paper trading.
- Python
- FastAPI
- WebSocket
- AWS
- Cloudflare
DataMarket feed
ProcessingEvent pipeline
AutomationStrategy engine
PlatformLive · Replay · Backtest
Risk · Access · Observability
Capabilities
A connected technology practice.
Each discipline supports the same goal: a usable, maintainable system.
Backend Systems
FastAPI · REST API · WebSocket
Cloud & Platform
AWS · Azure · Docker · CI/CD
AI-native Delivery
Codex · Automation · Agentic workflow
How I build
AI-assisted.
Human-governed.
Speed comes from collaboration. Accountability stays with engineering.
AI-assisted.Human-governed.
- Product Owner Human Requirements · Architecture · Acceptance
- Design Partner AI Exploration · Design assistance
- Implementation Agent Codex Implementation · Refactor · Tests
- Quality Gate GitHub Actions Lint · Typecheck · Build · Tests
- Production Cloud Deploy · Observe · Iterate
- 01Requirements
- 02Design
- 03Build
- 04PR / CI
- 05Deploy
- 06Feedback