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A home for zhehao.me

  • Should I build a website around this repo to host my work and thoughts?
  • It should ideally be easy to maintain and migrate, is no more burden to contribute to than writing a markdown, queryable, not a pain to look at

Personal finance

  • What's a better investment strategy than dollar cost averaging on SPY

    • Are new issues generally better or worse?
    • Various indexes, sectors, geolocations?
    • Over trading, tax implications?
    • Diversification, what has been the correlation between different instruments?
    • Daily symbol open, close, high, low, volume would be easily available; what about events, earnings, IPO, merge and splits, shoc, and intraday data? What about other instruments, real estate, bonds, fx, crypto?
    • How to approach this problem? What are some good criteria to accept one theory and reject another?
  • What to make of crazy market conditions like the last week of 202002?

Conversation

Learn and practice conversation systematically?

SWE salary study?

We've seen SWE salary data on levels.fyi, Glassdoor, Teamblind, LinkedIn, 1point3acres, Reddit, etc.
Each differing in data quality and perhaps biased in certain ways.
If we are to study the distribution of SWE salary and its correspondence with years of experience and location, and change over time, what would be a good approach?

Ideally, some fuzzy enough logic can be applied to parse their data.

Relearning: algorithms

A good topic to review every now and then.
We gauge the future by gazing into the past.

A summary of automation frameworks?

Recent experience in Amazon Fresh automation, dating app automation, plus earlier venture into WeChat automation, Selenium, Appium, Scrapy, etc.

HIBP data experiments?

Have I Been Pwned reportedly uses a Twitter bot + pastebin automation to update realtime pwn'ed DB.
Seems an interesting idea to pursue from such public data sources.

We could try looking for anything else interesting, or build such a DB of our own which might come in handy later down the line.

Pricing anomaly study

Often enough we've seen, e.g., airlines mispricing their flights.
It might be interesting to automatically get such.
To incorporate fair pricing of certain products we care about, retrieve a feed, and alert when the feed prices are anomalous.

Someone probably have done this for various products / it's probably not too easy to be made useful without becoming something overlapping with existing setups (like Google Flight email alerts).

Performance engineering

A more systematic inquiry into the basics would help my work immensely.
MIT 6.172 seems a good source.

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