How I turned a stats dashboard into a research platform: pure strategies, point-in-time features, S3 and Parquet, DuckDB, and an odds-aware EV layer, so I can ask whether an idea would have worked, not just what the numbers look like.
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Blog
My ramblings on all things web dev.
- Using a trading intelligence platform project to sharpen backend architecture, automation, testing, and system design skills.
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- Reflecting on the trials and tribulations of building in public and what it is really teaching me.
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- How I combined my passion for basketball with web development and machine learning to create an NBA analytics platform that predicts game outcomes.
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- A deep dive into transforming a simple Strava API wrapper into a robust analytics platform - from V1 to V2
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