There is a commonly shared view in the programming community that algorithm puzzles are something you do to prep for an interview and than you never use in the actual job. This certainly rings true as in 15 years of programming, i feel I can count on fingers the number of times I needed to stop and think about data structure / algorithm, rather than usual workload of thinking about what’s even the problem being solved; how to structure code; what’s the interface at the module/service/package boundary; how to make code testable/maintainable/flexible etc… Iterating though a list or a dict is all ds/algo you’ll need 99% of the time.
FF to now when I’m on a burnout induced sabbatical, and after a while I got itchy to write some code again. Problem was that all the ideas for projects I’d like to do are, well… projects. I still don’t feel like digging through manuals for libraries and frameworks and writing boilerplate and doing all the things that need to be done to push things through. Anyhow, I was sitting in a coffee shop with my illustrator friend, who, at some point, just pulled out a notebook, spent 20-ish minutes drawing something that caught his eye and was like: “that’s it for today”. That’s it… 20 minutes, it’s done, tomorrow something else, new blank page… So I got into puzzles. Now, the first thing I do in the morning is solving a daily puzzle on leet code. If I feel like it, I might also do problems from an old competition. And I’m having a blast!
Which brings us to the question from the title: is there a direction I can push this forward? I mean, I don’t mind this just being fun, but I was curious, is there something out there in the “Real World” that I’m missing that is closer to this kind of problem solving from what i was doing so far?
This is not an answer to your question, but if you’re not already familiar with it, check out Advent of Code! It’s a really fun series of programming puzzles each December.
And you can do the previous years of the coding challenge at any time.
I took some time off, and this was a good source of solving “real” problems, rather than trying to write something to optimize for l33tcode (which, is fine… just not a good measure for typical software engineering responsibilities, IMO).
One reason we don’t get much practice in this area is that the vast majority of common tasks can be accomplished with data structures and algorithms that are already implemented in libraries.
Have you considered learning a new programming language, and then helping to develop/expand its standard library, or to optimize what’s there already?
Tutor people trying to get better at solving coding puzzles?
Or college student. These puzzles are great ways to explain how the code works at a basic level
There’s a bioinformatics website that has a course of problems to solve that slowly teaches you fundamental bioinformatics.
I’ve only done about 17 of the problems. They often end up being the following format:
- take in a text file
- process the data
- output the answer
Processing the data can be calculating probabilities, matrix manipulation, string manipulation, etc. It’s free to try, and you can use whatever language you’re familiar with. I think Python would have libraries that would help, but it’s up to you.
Maybe try getting into theorem proving? I’ve heard good things about Lean and I’ve tried Coq for a bit and it was fun. Don’t know much about this tbh.
I think you want to be computer scientist not an actual programmer. Maybe try to look into making phd in computer science.
I don’t know about you, but I always get a bit of that puzzly feel when I am confronted with unstructured data that I need to process and maybe evaluate statistically.
So if you want to turn this into money, maybe a few basic online learning resources on statistics should get your foot in the door with employers. Then think of which companies in your area might have to deal with raw data (think lots of customer interaction, or also environmental agencies, insurance companies, man, gotta be lots) and just apply to your dream company even if they have no offers posted. Often there are open positions they don’t advertise. And a programmer with statistical knowledge (don’t be humble) and initiative should usually find some attention.
I have to suggest to try benchmark-games like this:
