Rebuilding My Portfolio with Astro
· 2 min read
Why I rebuilt my single-README Jekyll portfolio with Astro 5 + Tailwind v4, and what I'd do differently next time.
- Astro
- Tailwind
- Portfolio
- Web Development
Blog
Notes on building production ML systems and the engineering practice around them.
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Building RAG Systems on AWS: A Practical Guide
· 2 min read
Lessons from production RAG pipelines on AWS — chunking, hybrid search, evaluation, and tools that hold up beyond the demo.
- RAG
- AWS
- LLM
- GenAI
- Python
- LangChain
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Lessons from Financial Time Series Forecasting
· 2 min read
What real financial data taught me about stationarity, ARIMA vs GARCH, walk-forward validation, and the metrics that actually matter.
- Time Series
- Python
- Statistics
- Finance
- ARIMA
- GARCH