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Iulia Feroli

@iuliaferoli.com
94 followers 73 following 72 posts

👩‍💻Tech stuff, conferences, ML/AI 🥑Dev Advocate @Elastic 🔎🫎

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Reposted by Iulia Feroli
Brian Vermeer @brianvermeer.nl · 02/04/2026
This is was a well structured and fun to watch keynote. Props to @iuliaferoli.com
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Reposted by Iulia Feroli
Marit van Dijk @maritvandijk.bsky.social · 02/04/2026
Starting off @amsterdam.voxxeddays.com day 2 with keynote. The very cool @iuliaferoli.com on stage.
Iulia Feroli on stage at Voxxed Days Amsterdam. On the screen is her talk title Building your own accurate Spotify wrapped nect to her picture. Photographer Dimitris Doutsiopoulos is in front taking her picture.
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Iulia Feroli @iuliaferoli.com · 08/01/2026
🥰🥰 thanks Sylvain!
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Reposted by Iulia Feroli
Sylvain Wallez @swallez.com · 08/01/2026
My former colleague @iuliaferoli.com is taking us on her journey to learn robotics. And she's having a lot of fun! youtu.be/qnDjWk76ga4
youtu.be
I control this robot car only with voice and gestures! RACE CHALLENGE
YouTube video by Back to Engineering (iulia)
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Iulia Feroli @iuliaferoli.com · 23/10/2025
Diving into "Can LLMs Lie?" and "Poison Attacks on LLMs" - two really interesting papers that just came out, exploring vulnerabilities and risks in how models can be trained or corupted with malicious intent. www.youtube.com/watch?v=NUlN...
youtube.com
Hallucinations, Lies, Poison - Diving into the latest research on LLM Vulnerabilities
YouTube video by Iulia Feroli
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Reposted by Iulia Feroli
Elastic Dev @elastic-dev.bsky.social · 22/10/2025
Follow along to create a custom agent with Elastic Agent Builder. Next demo: How to create custom tools
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Iulia Feroli @iuliaferoli.com · 23/10/2025
After announcing the @elastic.co Agent Builder on our YouTube and dev (@elastic-dev.bsky.social) channels, I played around with it some more to build a #SpotifyWrapped generator based on a previous blog I wrote! I build my own ES|QL tool and musical agent 🎵
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Iulia Feroli @iuliaferoli.com · 22/10/2025
Just when I finally used up months worth of #audible credits to get all the #HarryPotterAudiobooks, they announce the new full-cast ones are coming out soon 😭 It was hard enough to pick between Stephen Fry and Jim Dale
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Iulia Feroli @iuliaferoli.com · 22/10/2025
Gone from filming in every random corner of my student apartments to finally having a fixed "studio" for my videos. Only took 6 years since the first #youtube video 😅
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Reposted by Iulia Feroli
Elastic Dev @elastic-dev.bsky.social · 21/10/2025
Introducing Elastic Agent Builder, designed to give your agents the best context and tools. Build precise agents fast, connect all your data where it already lives in Elasticsearch, and create custom tools for any use case. Learn more: www.elastic.co/search-labs/...
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Iulia Feroli @iuliaferoli.com · 22/10/2025
Congrats! Hit me up if you need any clarification on dutch people behavior, there's a lot of stuff to get used to as an expat 😅 You'll love it!
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Iulia Feroli @iuliaferoli.com · 21/10/2025
Is generating fake videos the best AI has to offer? Are we using too much inference power with little to show for it? Is the slop making too much noise to appreciate real AI value anymore? Some thoughts: www.youtube.com/watch?v=BgPT...
youtube.com
Responsibly Exciting AI? Thoughts on hype and over-inference vs not-sexy value
YouTube video by Iulia Feroli
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Iulia Feroli @iuliaferoli.com · 04/10/2025
A 300h Civ Six girly just bought Europa Universalis, Anno 1800 and Old World in the 90% off autumn steam sale. Wish me luck, won’t resurface for a few days.
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Iulia Feroli @iuliaferoli.com · 30/09/2025
Another highlight: the winner who got one of our iconic Elky mascots - and came back to let me know they've named it AnonyMOOSE 🤣🤣🤣
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Iulia Feroli @iuliaferoli.com · 30/09/2025
If you're in Amsterdam next week - we're hosting another meetup at our @elastic.co office! I'll be giving a talk on "Embeddings - LLMs - vector / semantic search - GenAI - RAG - agents - MCP" (aka acronym and buzzword bingo). See you there! www.meetup.com/elastic-nl/e...
meetup.com
Building and deploying AI infused apps with Elasticsearch, Tue, Oct 7, 2025, 5:45 PM | Meetup
Join us for a meetup on **October 7th** in our Elastic office in Amsterdam! Doors open at 17.45 and the presentations begin at 18.00. Food, refreshments, and networking to
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Iulia Feroli @iuliaferoli.com · 30/09/2025
@pydata.bsky.social Amsterdam was really fun last week! (selfishly, I also love stocking up on all the @numfocus.bsky.social stickers whenever possible - always a highlight! )
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Iulia Feroli @iuliaferoli.com · 25/09/2025
We’re at @pydata.bsky.social #Amsterdam today with @elastic.co. Come by our booth if you wanna chat about AI in search or observability and otel 😉. Or just for some cool stickers and socks 🧦
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Iulia Feroli @iuliaferoli.com · 23/09/2025
I've been releasing loads of new content on our @elastic.co YouTube community channel. Covered #LLMs, #RAG, #agents, #MCP, and the latest on #contextengineering. Yes, I'm basically playing buzzwords bingo / catch 'em all. And yes, I've also mastered "YouTube thumbnail posing". #hatethegame
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Iulia Feroli @iuliaferoli.com · 23/09/2025
can you put this on a thsirt lol
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Iulia Feroli @iuliaferoli.com · 23/09/2025
I am sooooo beyond excited to keynote #PyCon Sweden this year!! This is a truly special event with a lovely community in a wonderful city. I am so proud to come back in this role and I hope the talk will be useful or at least interesting to the pythonistas joining ;) See you on halloween!! pycon.se
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Iulia Feroli @iuliaferoli.com · 07/05/2025
#CDN Romania thank you for an amazing conference experience! Great crowd and discussions, amazing speakers, lovely organisers, good location and food <3 I was so happy my talk about building @elastic.co analytics dashboards from your data (like an accurate DYI Spotify Wrapped!) was well received!
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Reposted by Iulia Feroli
David Pilato 🇪🇺🇫🇷 @pilato.fr · 28/02/2025
For this last episode of #DailyElasticByte about #OTel, @iuliaferoli.com will explain how to run anomaly detection after having collected all the signals we saw over the last 3 weeks. Join her in 2 minutes at
youtu.be
Anomaly Detection - Daily Elastic Byte S06E15
Daily Elastic Byte Season 06: OpenTelemetryFor three weeks we will dive into a different topic related to the otel space every day at 4PM CET/10AM ET! Questi...
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Iulia Feroli @iuliaferoli.com · 05/02/2025
The only way we can get great results out of LLMs is if you perfect prompt engineering / figure out how to be as explicit and precise as possible about your requirements and how the code should perform. Sooo is the AI revolution going to actually make people write good documentation and wikis?? 😅😅
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Iulia Feroli @iuliaferoli.com · 04/02/2025
It turns out #PHP is as far away from my familiar safety blanket of #Python as you can get 😅. I am tracking and notes & journey so far (probably soon to be a blog) My "WTH is that" list so far: npm, vue, bun, brew, blade, react, mix, vite, herd, inertia, sail, tailwind, nginx.
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Iulia Feroli @iuliaferoli.com · 04/02/2025
Second day at #laracon EU and I have to say, the community here is so lovely and exciting that it made me want to attempt to learn PHP! And that's something since in all my years of programming so far I never once got tempted to touch #javascript. I'll call that a big #laravel win!
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Iulia Feroli @iuliaferoli.com · 03/02/2025
Quick dinner in the uni campus canteen: on one hand - awesome healthy cheap food. However - you have to listen to someone loudly ponder if nietzsche’s philosophy is compatible with the values of Christianity; and mansplain the moral of the great Gatsby all within 30 seconds. Gen Z be wildin
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Iulia Feroli @iuliaferoli.com · 03/02/2025
Talk about dramatic rockstar entrances 🤩🤩☄️☄️🎇🎇🎇 Laracon knows how to make an impression 🙌🏼🙌🏼
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Iulia Feroli @iuliaferoli.com · 03/02/2025
At #laracon EU today in Amsterdam with our elastic booth. Come say hi if you’re around! Seeing a lot of great use cases especially with our open telemetry integrations for monitoring and observably w/ the laravel ecosystem
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Iulia Feroli @iuliaferoli.com · 29/01/2025
Had to turn this into a blog write-up - using Elasticsearch to dive into my Oura sleep data and generate my sleep score in just a few lines!
dev.to
Analyzing my Oura sleep score - is it AI or just math?
Today I dove into my activity tracker data; specifically, the sleep score that Oura calculates daily....
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Iulia Feroli @iuliaferoli.com · 29/01/2025
Why does this matter? You can look a simple "sleep score" and believe it's a fancy, groundbreaking AI insight. However, more often than not - it's either a reasonable & intuitive formula or maybe a basic regression. Simpler. More accurate. Cheaper to compute. Choose smart data science over trends!!
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Iulia Feroli @iuliaferoli.com · 29/01/2025
Now to look at what days this gets back, and check what the sleep scores for those days was. Surprise, surprise. It's pretty much the same dates we got in the initial query. This confirms that the intuition/hypothesis was pretty much spot on and I can "predict" my sleep score with simple math
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Iulia Feroli @iuliaferoli.com · 29/01/2025
Finally, the experiment. Can it be as simple as just making a basic formula around sleeping times and heart rate? I build a query looking at deep sleep over 1.5 hours, heart rate under 60, and sorting by highest REM time:
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Iulia Feroli @iuliaferoli.com · 29/01/2025
Looking a bit deeper at these days, and at the fields I already suspect had a pretty high influence on the scores, we notice some consistent values:
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Iulia Feroli @iuliaferoli.com · 29/01/2025
Now comes our tiny data science experiment or hypothesis. I gathered the days with the highest sleep scores with a simple sort on the score field. sort="readiness.score:desc"
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Iulia Feroli @iuliaferoli.com · 29/01/2025
Step 2: we need a few lines to add the new data into an elasticsearch index so we can look through it easily. This was also super easy - as it tends to be with json files - so we didn't need any additional mapping or data processing steps.
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Iulia Feroli @iuliaferoli.com · 29/01/2025
First up I found the Oura developer API and got a quick dump of my activity/sleep data. Oura itself seems to have the most restrictive native way to look at your data (vs fitbit or garmin) so this is already a great find/idea if you want some more insights!
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Iulia Feroli @iuliaferoli.com · 29/01/2025
Today I dove into my activity tracker data; specifically, the sleep score that Oura calculates daily. The intuition/assumption about it is pretty simple - more deep sleep and lower heart rate correlate with better scores. Is it that simple? Let's take a look in a quick data science experiment
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Iulia Feroli @iuliaferoli.com · 29/01/2025
Seems like a good time to be in open source all of a sudden 😅
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Iulia Feroli @iuliaferoli.com · 29/01/2025
one of the nicest cities to have conferences in for sure! don't forget the cinnamon buns
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Iulia Feroli @iuliaferoli.com · 14/01/2025
Building my own Wrapped from my Spotify data with elasticsearch and kibana! I am told my top artists list is quite a weird mix 😅 I just call it beautiful, diverse data 😜
elastic.co
How to create your own Spotify Wrapped in Kibana - Elasticsearch Labs
Based on the downloadable Spotify personal history, we'll generate a custom version of "Wrapped" with the top artists, songs, and trends over the year
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Iulia Feroli @iuliaferoli.com · 07/01/2025
This can also become an unofficial Taylor Swift specific era dashboard 😂 (if you get your hands on your swiftie friends’ data)
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Iulia Feroli @iuliaferoli.com · 07/01/2025
New year new project. I've been seeing lots of comments about the ~accuracy~ of spotify wrapped at the end of 2024 - so I've decided to build my own with #elasticsearch It's actually super easy to put together and you can do way more drilling into your trends/taste over time <3 Blog coming soon!
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Reposted by Iulia Feroli
Liam @ GamingOnLinux @gamingonlinux.com · 09/12/2024
Raspberry Pi 500 and Raspberry Pi Monitor are available now #RaspberryPi #RPi #Linux
gamingonlinux.com
Raspberry Pi 500 and Raspberry Pi Monitor are available now
Just in time for the holiday season, Raspberry Pi have launched two new bits of hardware for you to tinker with the Raspberry Pi 500 and an official Raspberry Pi Monitor.
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Iulia Feroli @iuliaferoli.com · 05/12/2024
In the approaching spirit of starting hobbies as New Year’s resolutions I’m really getting into this MIT open course in finance. (Recorded pretty much the week of the 2008 crash! What a fascinating time capsule.) It’s like the content spectrum opposite of TikTok get rich quick schemes.
ocw.mit.edu
Finance Theory I | Sloan School of Management | MIT OpenCourseWare
This course introduces the core theory of modern financial economics and financial management, with a focus on capital markets and investments. Topics include functions of capital markets and financia...
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Reposted by Iulia Feroli
Hynek Schlawack @hynek.me · 27/11/2024
The home of the Python community is wherever people fight over Python packaging ;)
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Iulia Feroli @iuliaferoli.com · 05/12/2024
So far I can see there's about 3500 posts about starter packs out of the 2million entried in the dataset. Which is still half of the almost 9k posts about "follow".
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Iulia Feroli @iuliaferoli.com · 05/12/2024
Let's keep it positive. First dig into "starter pack" since I think it's such a cool feature on bsky! These are some of the most positive posts about it so far. Curious to get some aggregations on most popular starter pack topics 💭🤔
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Iulia Feroli @iuliaferoli.com · 05/12/2024
Tried to run a negative sentiment search matching "AI" on the bsky posts dataset to analyze how people feel about it, maybe gather some insights. Main insight: it's time to install some kind of profanity filter 😅
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Iulia Feroli @iuliaferoli.com · 05/12/2024
That's definetelly an idea for the follow up. My colleague @jessicagarson.bsky.social is great with social media APIs so she'd be great to take that part on. We can also set up an open telemetry observability dashboard for activity ;)
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Iulia Feroli @iuliaferoli.com · 04/12/2024
and if anyone was wondering: puppies ---> 😐 puppies!!! ---> 🥳
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