BioInformatics

Join our next meetup on June 25th! We will have 3 talks and will share some food and drinks while networking **Location:** Infrabel, Rue des Deux Gares 82, 1070 Anderlecht, Belgium **Agenda:** 17:45 : Doors open 18:00 - 18:40 : Drinks and pizza 18:40 - 18:45 : Welcome 18:45 - 19:00 : Elastic @ Infrabel 19:00 - 19:15 : Real life never-seen-before railway project 19:15 - 19:55 : From unknown and raw to real value 19:55 - 20.20 : What’s new in Elastic v9 20:15 : Wrap up **Talks:** **Elastic @ Infrabel** In this presentation, we will explain how Infrabel uses Elastic today and how it supports our current needs. We will briefly outline some future optimizations and the integration of OpenTelemetry to further strengthen and extend our Elastic platform. To showcase how we use Elastic for addressing real business use case, we will demo a never-seen-before application build in collaboration with Elastic Belgium. *Safia Souabi – Big Data Engineer at Infrabel* *Olivier-Désiré Muhimpundu – Big Data Engineer at Infrabel* **Real life never-seen-before railway project** *How Elastic helps ensure the punctuality of rail services by detecting and correlating events in real time to anticipate disruptions, ensure operational continuity and optimise the flow of rail traffic."* *Vanessa Coeurnelle – Cyber Resilience Data Analyst at Infrabel* **From unknown and raw to real value** In this talk, Chris shares how he transformed a legacy log ingestion pipeline into a structured, scalable, and insight-ready ELK-based system. Starting from loosely indexed XML/SOAP logs with minimal configuration, the project required rebuilding the data model to handle multiple message types, complex nested structures, and inconsistent field representations. Without the luxury of a full upfront redesign, Chris adopted an iterative, data-driven approach: combining exploratory analysis with dynamic mapping strategies to progressively shape the data into a usable format. He will discuss how this led to the design of flexible ingestion pipelines, including XML parsing, normalization, and generic handling of heterogeneous payloads. The talk also covers practical techniques for managing sensitive data, reducing storage overhead, and improving query performance—such as selective data retention, hashing and fingerprinting strategies, and the use of data streams. Finally, Chris will touch on how structuring the data effectively enables higher-level capabilities like anomaly detection and automated alerting. This session is aimed at practitioners dealing with messy, real-world data and looking for pragmatic ways to make Elasticsearch pipelines more robust, maintainable, and valuable. **Bios** **Christoph Evers** is a Senior Data Scientist and Data Engineer based in Brussels, with over 15 years of experience in data systems, search technologies, and analytics. He has been working with Elasticsearch since its early days, contributing to the project between 2010 and 2012 and applying it extensively as a search engine, document store, and log ingestion platform. At OpenLex, he designs and builds advanced data solutions for legal research, including full-text search engines, NLP pipelines for entity detection and anonymization, and large-scale analytics systems. His work also includes operating and optimizing ELK-based observability stacks in Linux and Docker environments. Previously, Chris held roles spanning software engineering, data science, and R&D leadership across sectors such as social media analytics, mobility and market research. His experience combines hands-on engineering with business-oriented data applications, delivering scalable systems and actionable insights for both startups and multinational clients. He mainly focuses on search relevance, data observability, and the practical use of ELK in production environments. **Olivier-Désiré Muhimpundu** is a Data Engineer at Infrabel, where he has been working for more than three years on large-scale data platforms and data projects. He holds an engineering degree from University of Mons Faculty of Engineering and a Master's degree in Artificial Intelligence. In his current role, Olivier focuses on designing, operating, and evolving enterprise data platforms based on technologies such as Apache Kafka, Elastic Stack, and Cloudera. His work spans data ingestion, real-time processing, monitoring, observability, and platform engineering in a large-scale railway environment. **Safia Souabi** is a Data Engineer with 6 years of experience at Infrabel in Brussels. With a BSc and MSc in Physics from London, she combines a strong analytical background with expertise in building and operating large-scale data platforms for mission-critical operational and asset data. Experienced with Apache Kafka, Elastic Stack, and the Cloudera ecosystem (Hadoop, Spark, Hive/Impala), she delivers scalable batch/real-time data pipelines and optimized ETL/ELT workflows. She works closely with stakeholders to translate requirements into reliable data products, with a strong focus on data quality, governance, security, performance, and platform resilience.

Welcome to the #1 edition of the **AI-Native Meetup** 👋 **📅 Meetup Agenda** * 17:30: Doors Open, welcome & drinks * 18:15: Opening Remarks * 18:20: Talks * 19:30: Closing Remarks * 19:35: Networking Drinks & Bites **🚗 Getting there** Accenture office located in Tour & Taxis - Gare Maritime * **Parking**: Rue Picard 13, 1000 Brussels - 900 spaces (**±5 min walk**) * **Bike**: Bike racks available 86C Avenue du Port - 1–11 Rue Picard * **Bus**: Lines
14, 15, 57, 88, 89 Tour & Taxis stop (**In front of the site**) * **Tram**: Lines 51, 93 Sainctelette stop (**±5 min walk**) * **Metro/Subway**: Lines 2, 6 Stops Yser & Ribaucourt (**±10 min walk**) **ℹ️ Practical Information:** \- The first edition of the AI\-Native Meetup will take place on Thursday 25th of June 2026 \- Accenture office is located in boîte 100 Rue Picard 11\, 1000 Brussels [get directions](https://www.google.com/maps?cid=1363199207277627398) AI moves fast. Keeping up is exhausting. This meetup is built for the people in the trenches, Software Engineers, Data folks, Analysts, Managers and AI leaders to help them keep-up with latest ways of working with Agentic AI. Specialists and generalists welcome. **🗣️ Speakers:** **#1 Arnaud Gueulette** (Datashift): Ship It With AI: From Idea to Prototype in Days, Not Months #2 Gaël Mercier (STIB-MIVB): who’s driving? AI, your brain, and the autopilot trap. #3 Siwar Dean Madrane (Accenture): Beyond Vibe Coding: The Developer’s New Craft Thanks to Accenture for sponsoring and hosting the AI-Native Meetup.

* Understanding why native AD tools fall short in change tracking * Tracking who changed what, when, and from where in real time * Detecting unauthorized or suspicious changes instantly * Simplifying forensic investigations with detailed audit trails * Strengthening accountability with actionable insights

Socializing and Networking 🛜🆕 at PLUX on Thursday. Making new friends and drinking 🚰🎈🎉🚿🌊. Everybody Welocme, locals, expats or new 🆕 in town.

Making the new Friends after work or in your vacation.

In this hands-on workshop we’ll work through four real-world scenarios in Python: finding the minimum viable context for sales questions, keeping frequency signals intact when summarizing support tickets at scale, selecting the right columns for churn analysis on a wide customer table, and extracting structured fields from messy product listings with validation you can trust. You’ll write and discuss code together — practical patterns you can take straight back to work. **Agenda** \- 18:00 Doors Open \- 18:30 Start of the Workshop \- 20:00 Workshop Closing & Announcements \- 20:10 Networking \- 21:00 Event Closing **GitHub Repo** [https://github.com/pyladiesams/feed-AI-agentic-beast-proper-data-jun2026](https://github.com/pyladiesams/feed-AI-agentic-beast-proper-data-jun2026) **Stream** [YouTube Stream](https://www.youtube.com/live/2EnszJLzzAc) **Speaker** [Jessica Eggen](https://www.linkedin.com/in/jessica-eggen-579b50155/) Jessica Eggen is a Data Analytics Engineer who loves to spent her time wrangling and puzzling with real-world data at scale. With a background in Business Analytics and machine learning she hopes to bring a practical, business-grounded perspective to AI. ​**📧 Contact** Are you interested in speaking at one of our events? Have a good idea for a Meetup? Get in touch with us at [amsterdam@pyladies.com](mailto:amsterdam@pyladies.com) ​💬 Find us on the PyLadies Global workspace: 1. ​[https://slackin.pyladies.com](https://slackin.pyladies.com/) enter your email address. Accept the email invitation 2. ​Go to workspace [https://pyladies.slack.com](https://pyladies.slack.com/) 3. ​Join channel #city-amsterdam

**Join us for a beautiful summer evening at Bozar Rooftop for the Casavillani Rooftop Sessions — a relaxed open-air gathering with house music, good vibes, drinks, food, and sunset views over Brussels. 🌆✨** Casavillani is bringing fresh house records and DJs to the rooftop, creating the perfect atmosphere to meet new people, enjoy the music, and spend a warm evening together above the city. Entry is free, but spots can be limited. 🎧💃🕺 **📅 Date: Thursday, 25 June** **🕕 Meetup time: 19:00** **📍 Meetup location: In front of Bozar, Rue Ravenstein 23, 1000 Brussels** **🎟️ Entry: Free** **🍹 Drinks & food: Available on the rooftop** Important note: I have not booked any table, private area, or reserved place for the group. This is an informal meetup where I simply bring people together to enjoy the evening as a friendly group. We will meet outside Bozar and go up together, but entry and space on the rooftop depend on the venue’s availability and rules. Everyone is responsible for their own drinks, food, and personal expenses. 😊 Come with good energy and an open mind — it’s a perfect event for socializing, dancing, and discovering one of Brussels’ nicest summer rooftop spots. 🌞🥂 Join the WhatApp group: [https://chat.whatsapp.com/EimXMXyRBjo7PfHRoVc1j7](https://chat.whatsapp.com/EimXMXyRBjo7PfHRoVc1j7) Personal number: 0471695419

If you have a ball, please bring it... Let's gather at the Parc du Cinquantenaire close to the Tour de Tournai (https://goo.gl/maps/RsxFtTJydq92) and organize a *low-level* football match on the grass. Unless it rains badly as we're about to play, the game is on. Players of any age, weight, sex and size are allowed. Come as you are, at any time after 4pm. IMPORTANT REMINDER -- As Shitty Players, we don't bite or growl when someone misses the ball. We don't do penalties or yellow cards because we're so gentle we don't need them. We vaguely know of the existence of other rules like off-side but we'd rather ignore them than argue about them. We may or may not keep track of the score: this is a game where everyone wins. To help build the Team, come with 2 t-shirts white and black (or similar colors: light grey and dark blue etc). Beer session will follow on the grass, for those who survive till the end. You can also join the Facebook group at: https://www.facebook.com/groups/176606662846112/?ref=aymt_homepage_panel https://secure.meetupstatic.com/photos/event/2/a/b/3/600_460870931.jpeg

*Due to the summery weather forecast lets meet in Parc Royal instead. Find us at one of the tables at Woodpecker. If you cannot find us call* me via 0032 485 38 09 23 ----------- Let's read and discuss non-fiction together. In **June** we will be discussing "The Pragmatist’s Guide to Life: A Guide to Creating Your Own Answers to Life’s Biggest Questions" by Simone and Malcolm Collins. For more information about the book check out goodreads: [https://www.goodreads.com/book/show/38452905-the-pragmatist-s-guide-to-life](https://www.goodreads.com/book/show/38452905-the-pragmatist-s-guide-to-life) How it works: - 10-15min Introduction round - 1 - 1,5h Free discussion around the book - 10min selection of the next book. (We will vote between three possible books. I bring two suggestions and we select a third one from the group. So if there is a book you like to discuss feel free to put it forward.) Don't worry if you cannot finish it in time. Just join us for a coffee or tea and a good conversation. :) Happy reading!

**FRANCAIS**: Je démarre une **rotation thématique** tous les mois autour du domaine de l'entrepreneuriat. Pour ce mois, d'août, je propose: **Le freelancing en Belgique** (avantages et désavantages). Etes-vous un freelanceur ou non? Partagez vos avis avec le groupe. On prendra aussi le temps nécessaire pour apprendre à se connaître via une session de réseautage! Si vous souhaitez apporter/partager quelque chose pour manger/boire, n'hésitez pas! Rendez-vous au Cinquantenaire en-dessous de l'arc: [Cinquantenaire (Bruxelles)](https://goo.gl/maps/B4hEv3uyDVKD1Uap6) **ENGLISH**: I am starting **each month a topic** related to entrepreneurship. This month of august, the topic will be : **Freelancing in Belgium** (advantages and disadvantages). Are you a freelance or not? Share your insights with the group. We will take this time for getting to know each other throughout a networking! If you feel like bringing/sharing something to eat, don't hesitate! See you at 50naire next to the arch: [Cinquantenaire (Brussels)](https://goo.gl/maps/B4hEv3uyDVKD1Uap6)

We will follow the GR 126 from Lustin to Namur, a route along the Meuse Valley, packed with steep forested climbs, stunning river viewpoints, and a historical finish passing Namur's Citadel - and maybe a stop for a drink or ice-cream, depending on the train schedule. There is rain forecasted for the afternoon, but that should not stop us from hiking :) The number of participants is limited to 15, so please manage your registration responsibly: only sign up if you really intend to come and cancel as soon as you know you can’t (this also goes for people on the waiting list!). We will try to keep close to an average moving speed of 5km/h. We will walk both on paved and unpaved roads. I’ve not tested this track beforehand, so it’s possible that there are some mistakes in the planning (i.e. it may become longer ;-). ●●You can find the gpx track here: https://loc.wiki/t/270911426?wa=sc ●●Meeting point: We meet at 8.10 in Brussels Central station next to the main stairs. Our train (IC 2108 to Luxembourg) leaves from platform 3 at 08.20. We have a connecting train in Namur and arrive to Lustin at 10.05. ●● Trains back to Brussels: direct trains from Namur are every hour at XX.16. ●● Train ticket: One way ticket to Lustin is 9.60€ or 5.80€ with train+. One way ticket from Namur is 8.00€ or 4.80€ with train+. Return ticket to Lustin should also be ok. ●● Specifics: Distance: ± 22 km Elevation gain: 400 m Net walking time: ± 5 h Weather forecast: sunny and hot, with some rain forecasted in the afternoon. In the unlikely case of too bad weather, I may cancel a hike, even few hours before the event. If this must happen, I will of course update the Meetup website and send out an email to those registered. So it is important to have access to either the Meetup website and/or your emails. ●● What to bring: * Plenty of water for the heat + pack your own lunch/snacks * Comfortable hiking shoes and clothes * Sun and bug protection (Sunscreen, hat, tick repellent, etc) * Raingear * Small money for drinks/ice-cream ●● Basic rules: Please RSVP only if you really intend to come. And if your plans change, update your RSVP asap, even hours before the walk. This is basic courtesy towards others. Repeated late cancellations are not well considered (at all). No-shows are even worse. Do not show up for a hike unless you are on the “going” list. ●● Acknowledgement of member responsibility and release of liability: You are responsible for yourself and should be fit enough if you want to take part. As the participation in the events is strictly voluntary and you freely choose to join, it is the responsibility of individuals participating to ensure that they are fit enough and have adequate coverage to protect themselves. By signing up for this event, you agree to release the organisers from any responsibility and liability.

On Sunday we will keep in the shade by enjoying the Tervuren Arboretum, its still going to be warm so not too strenuous. We will start at Jezus Eik, Parking de Bosuil at approx. 13 Witherendreef, and walk 9 km and finally enjoy refreshment at the Café de la foret, Brusselsesteenweg 650, Overijse (Jezus Eik). There are a lot of roadworks in the area, so I am hoping we can reach the intended start point ok. I need to phone and confirm how many will stay for lunch. Rachel https://mapy.com/s/demazogefa

Hey Folks, Sunday seems like it's not going to be super hot :)) We can do for a light hike (8-10km). Let's make the most of the sunshine, enjoy the fresh air, and spend some time in nature! You can bring your own food and drinks with you, and then we will enjoy it next to woodpeckers at La Cambre. Very much looking forward to seeing you guys! P.S. Be on time, we leave at 10:10 Cheers Yifei

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

*Sorry for the 2 month break but I had to deal with some family member health issues, but we are now back!!* **LOCATION - THE DAILY GROWLER -** **2812 Fishinger Rd, Upper Arlington, OH 43221** Over the years, we’ve heard two requests constantly: 1. A place that was quieter and possibly private. 2. “I wish they accepted Bitcoin.” We’ve finally found a solution to these requests with The Daily Growler. We’ll have access to their private room, and you’ll be able to pay your tab with Bitcoin. Join us for a fun and relaxed social event! Enjoy delicious food and drinks as we chat about the latest news in the Bitcoin world. Everyone is welcome, whether you're looking for guidance, have questions, or just want to meet like-minded people. These social evenings are a great opportunity to make new friends and enhance your experience at the larger events throughout the year. We look forward to seeing you there! PSA: If the attendee RSVP seems low, keep in mind that most of our attendees come from X and not [meetup.com.](http://meetup.com./) You are welcome to come and become a part of our online community. Recordings of past guest speakers are available on our YouTube channel [https://www.youtube.com/@columbusbitcoin](https://www.youtube.com/@columbusbitcoin)

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** *Customize the IDE: Building Extensions for Visual Studio Code* Visual Studio Code is one of the most widely used development environments today, and much of its flexibility comes from its extension ecosystem. Extensions allow developers to customize the editor with new features, integrations, and workflow improvements tailored to their needs. In this session, we’ll cover what extensions are and the different types available, including full extensions written in TypeScript or JavaScript, along with lighter-weight extensions such as color themes, language packs, language support, code snippets, and keymaps. We’ll also look at practical reasons a developer might create an extension, from automating repetitive tasks to adding custom tooling. The session includes a hands-on walkthrough of creating a new extension, testing it locally, and understanding the basic project structure. We’ll close with a brief overview of how extensions are packaged and published to the Visual Studio Marketplace and other distribution options. **YouTube Link** TBD

*Sorry for the 2 month break but I had to deal with some family member health issues, but we are now back!!* **LOCATION - THE DAILY GROWLER -** **2812 Fishinger Rd, Upper Arlington, OH 43221** Over the years, we’ve heard two requests constantly: 1. A place that was quieter and possibly private. 2. “I wish they accepted Bitcoin.” We’ve finally found a solution to these requests with The Daily Growler. We’ll have access to their private room, and you’ll be able to pay your tab with Bitcoin. Join us for a fun and relaxed social event! Enjoy delicious food and drinks as we chat about the latest news in the Bitcoin world. Everyone is welcome, whether you're looking for guidance, have questions, or just want to meet like-minded people. These social evenings are a great opportunity to make new friends and enhance your experience at the larger events throughout the year. We look forward to seeing you there! PSA: If the attendee RSVP seems low, keep in mind that most of our attendees come from X and not [meetup.com.](http://meetup.com./) You are welcome to come and become a part of our online community. Recordings of past guest speakers are available on our YouTube channel [https://www.youtube.com/@columbusbitcoin](https://www.youtube.com/@columbusbitcoin)

Our monthly PHP meetup. A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm

**Join Katie McCartney, SRES®, for a clear and easy‑to‑understand update on what the 2026 Central Ohio housing market means for seniors and their families.** Whether you’re planning ahead, helping a parent make decisions, or simply trying to understand today’s market, this session offers reliable insights without pressure or overwhelm. During this free class, Katie will break down the trends shaping housing for older adults in Central Ohio, explain what families should realistically expect in 2026, and answer your questions during an open Q&A. This is a supportive, information‑focused workshop designed to give you confidence and clarity — no sales pitch, just helpful guidance. *** **Ideal for:** * Seniors considering future housing options * Adult children supporting aging parents * Anyone seeking a calm, trustworthy source of market information *** **What You’ll Learn:** * A senior‑friendly look at the 2026 Central Ohio housing market * Personalized answers during an open Q&A You’ll leave with a better understanding of your options and your next steps. *** **Hosted by:** **Katie McCartney, Broker & Senior Real Estate Specialist® (SRES) with** Pillar Realty, LLC Compassionate guidance for seniors navigating housing transitions in Central Ohio. *** **Location:** Columbus Metropolitan Library: Dublin Branch 75 N High St, Dublin, OH 43017 ([https://maps.app.goo.gl/GL2vbJgUHqTncbHZ9](https://maps.app.goo.gl/GL2vbJgUHqTncbHZ9)) Meeting Room 3 **Doors Open:** 1 PM **Seats:** Limited Seating (first come, first served) **Cost:** Complimentary

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9