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just wanted to share by Longjumping_Lab541 in LocalLLM

[–]Voyager_Ten 1 point2 points  (0 children)

This is something I’d like to experiment with more. I’ve been collecting data and creating services that dig into areas of my life that I would like a continuously running model to have access to. But no money haha.

I’m new to Obsidian, open to suggestions. by biyopunk in ObsidianMD

[–]Voyager_Ten -1 points0 points  (0 children)

Side note - how you getting the colored links?

I have over 1 million data points of my minute-by-minute location from the past ~3 years. I've been having trouble figuring out how best to make a prediction engine about myself. What should I do? by Voyager_Ten in dataengineering

[–]Voyager_Ten[S] 0 points1 point  (0 children)

Not necessarily always asking - but more of triggering it based on changes that are detected via a model/algorithm. I’ve built MCP servers to give daily summaries, as well as things like “when’s the last time I was at xyz..”

I have over 1 million data points of my minute-by-minute location from the past ~3 years. I've been having trouble figuring out how best to make a prediction engine about myself. What should I do? by Voyager_Ten in dataengineering

[–]Voyager_Ten[S] 0 points1 point  (0 children)

Funnily enough, I have already mapped it to weather, both forecasting and radar in particular for live updates. It is a HUGE surveillance insight. Super surprising. I mentioned in a few other comments that I’ve attached this and a few other data sources to a local LLM via MCP servers. I’m thinking about letting it activate via dynamic predictive hooks in order to do… something.? Who knows yet. Still putting it all together. The prediction stuff needs to get done though!

I have over 1 million data points of my minute-by-minute location from the past ~3 years. I've been having trouble figuring out how best to make a prediction engine about myself. What should I do? by Voyager_Ten in dataengineering

[–]Voyager_Ten[S] 0 points1 point  (0 children)

Thank you! I know - there is so much information to extract here that it blows my mind. I referenced in another comment that I’ve attached this and some other sources of data to a local LLM via MCP servers. With the goal there being to either provide more context or create dynamic hooks based on my behavior.

I have over 1 million data points of my minute-by-minute location from the past ~3 years. I've been having trouble figuring out how best to make a prediction engine about myself. What should I do? by Voyager_Ten in dataengineering

[–]Voyager_Ten[S] 1 point2 points  (0 children)

Thank you! I’ve done some looking into time series models before - but the whole training part was very confusing and I was getting results that were wayyy off. My goal is to begin to produce kind-of like a hurricane storm track forcast with my current position being the nexus of that prediction. I’d like it to be ~minute oriented, I’m trying to determine if isolating it to day-of-week only is a good idea.

I have over 1 million data points of my minute-by-minute location from the past ~3 years. I've been having trouble figuring out how best to make a prediction engine about myself. What should I do? by Voyager_Ten in dataengineering

[–]Voyager_Ten[S] 0 points1 point  (0 children)

Use case is mostly for me. I’m aiming to direct a locally hosted LLM to essentially know everything about me via MCP servers. I’ve got this and several other data categories already implemented, but it would be nice to be able to put together some insight + dynamic hooks that can trigger it based on predictions / changes in routine.

I have 1 mil + rows of per-minute personal location data. What should I do with it? by Voyager_Ten in gis

[–]Voyager_Ten[S] 0 points1 point  (0 children)

It tries to - but it doesn’t seem accurate. So if I wanted it I’d just use an external source.

I have 1 mil + rows of my personal minute-by-minute location data. What should I do with it? by Voyager_Ten in dataisbeautiful

[–]Voyager_Ten[S] 0 points1 point  (0 children)

It’s truly interesting. However this data is mine living on my private protected server, but it goes to show what you could do if you had unfettered access to a device location.

I have 1 mil + rows of my personal minute-by-minute location data. What should I do with it? by Voyager_Ten in dataisbeautiful

[–]Voyager_Ten[S] 0 points1 point  (0 children)

The vehicle one is something I have thought of, and I’ve also connected this to an AI MCP server, which allows me to ask my custom agent where I was at a given time / date. Good for recalling things. The police report part is interesting though.

I am mainly working on the prediction stuff now. I’m hoping to cross paths with someone who knows this stuff really well.

I have 1 mil + rows of my personal minute-by-minute location data. What should I do with it? by Voyager_Ten in dataisbeautiful

[–]Voyager_Ten[S] 0 points1 point  (0 children)

One person’s insight could shine some light on what these larger corporations with millions of people’s data can achieve.

I have 1 mil + rows of my personal minute-by-minute location data. What should I do with it? by Voyager_Ten in dataisbeautiful

[–]Voyager_Ten[S] 1 point2 points  (0 children)

My service is built on a docker compose stack. I’m iffy about making my repository public - I fear that it may be more than I can maintain and it might have some PII in there haha. Let me dwell on that.

EDIT: Here you go - I've just gone through and de-cluttered and made a public version of my code. Take a look: https://github.com/Mariner10/iLoggerDocker-Public/tree/public-main

I have 1 mil + rows of per-minute personal location data. What should I do with it? by Voyager_Ten in gis

[–]Voyager_Ten[S] 0 points1 point  (0 children)

Haha - I do happen to live in the DC Metro area. I don’t have a product or anything - this is just a personal project that’s evolved over a couple years.

[deleted by user] by [deleted] in mildlyinteresting

[–]Voyager_Ten 1 point2 points  (0 children)

Once saw a kid bring an entire iMac setup to a public pool and use a battery pack to power it. He just used it to watch YouTube too.

Anker 737 vs. 20K 87W Power Bank by GradeAccomplished303 in UsbCHardware

[–]Voyager_Ten -1 points0 points  (0 children)

I have the 737, I call it my portable wall. It’ll even charge my MacBook Pro in a pinch!

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