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Frequently Asked Questions

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Web Security Events Today

Join in-person Web Security events happening right now

Women's Wellbeing Group
Women's Wellbeing Group
Warm welcome to MIITTI's Wellbeing for Women! Join us this week at Lapinlahdenpolku 8! Take a break from your routine and step into a special wellbeing workshop session with the MIITTI staff. This will be your chance to recharge, move your body, and clear your mind through a variety of engaging activities designed to support both your mental and physical wellbeing. It going to be more than just a workshop because it is an opportunity to connect, share, and spend meaningful time with others in a welcoming and supportive space. **IMPORTANT**: Spots are limited, so please make sure to reserve yours! Wellbeing for women means honouring your body, mind, and emotions with compassion and care. These wellbeing sessions will nurture and support your relationships, and make space for rest and growth, because true wellbeing empowers you to live confidently, authentically and in balance with your own needs. WHEN & WHERE: Monday 11th of May at 10-12 Tallipääty, MIITTI office at Lapinlahden Lähde Lapinlahdenpolku 8 00180 Helsinki (How to find us: The entrance to MIITTI's office is through the first door on your left-hand side when entering inside the yellow main building's courtyard.) Warm welcome! If you want to be part of the MIITTI community, follow us on our other platforms: WhatsApp: Join our Whatsapp community network to join your favourite group and stay connected with the other members! When you participate in one of our groups or events, just ask the group facilitator to add you to the community! [Instagram](https://www.instagram.com/miitti1) [Facebook](https://www.facebook.com/miitti1) [Website](https://lapinlahdenlahde.fi/en/projekti/miitti)
The Red Tent - Empowering Circle
The Red Tent - Empowering Circle
**The Red Tent – an Empowering Circle for Women and Non-binary** *”Do you miss an opportunity to share your experiences, memories and desires as a woman in a safe circle?”* **IMPORTANT**: Spots are limited, please make sure to reserve yours! If you are not on the list, you will be kindly asked to leave. If you repeatedly register without showing up and cancelling in good time for someone else to participate instead, the host may choose to remove you from future events, so as to ensure fair access to the group. In our weekly Monday meetings, we will explore them together through somatic practices, dance, singing, painting, writing, discussing and lecturing. The 7x times workshop series will culminate in a voluntary exhibition of our own right at Lapinlahden Lähde. This is an open group, but to get the full experience, it is recommended to attend the entire workshop series. We follow the principles of safe space and no discrimination of any kind is accepted at the event. You can learn about them here: [https://unwomen.fi/turvallisemman-tilan-periaatteet/](https://unwomen.fi/turvallisemman-tilan-periaatteet/) [https://kansalaisfoorumi.fi/wp-content/uploads/safer-space-principles-poster-a3.pdf](https://kansalaisfoorumi.fi/wp-content/uploads/safer-space-principles-poster-a3.pdf) Please, come as you are, on time, and in comfortable clothes to move with. The language of instruction: Finnish and English The age range: all attendants from 18 years of age **WHEN:** Monday 4th of May – Monday 15th of June 2026 Time: 6.30pm–8.30pm **WHERE:** Tallipääty, MIITTI office Lapinlahden Lähde, Lapinlahdenpolku 8, 00810 Helsinki (How to find us: When inside of the front courtyard of the yellow main building, the door to MIITTI's office is the first one on your left-hand side.) Full list of dates: Mon 4.5. 6.30pm–8.30pm @ Tallipääty Mon 11.5. 6.30pm–8.30pm @ Tallipääty Mon 18.5. 6.30pm–8.30pm @ Tallipääty Mon 25.5. 6.30pm–8.30pm @ Tallipääty Mon 1.6. 6.30pm–8.30pm @ Tallipääty Mon 8.6. 6.30pm–8.30pm @ Tallipääty Mon 15.6. 6.30pm–8.30pm @ Tallipääty About the facilitator: Katariina Jumppanen studies Theatre Pedagogy Master at the University of Arts, and this workshop series is part of her teaching practice. If you have any questions, please do not hesitate to email: katariina.jumppanen@uniarts.fi Looking forward to see you! Katariina **Punainen teltta – voimaannuttava piiri naisille ja ei-binäärisille** ”Kaipaatko mahdollisuutta jakaa kokemuksiasi, muistojasi ja toiveitasi naisena turvallisessa piirissä?” Viikoittaisissa maanantaitapaamisissamme tutkimme näitä teemoja yhdessä somaattisten harjoitteiden, tanssin, laulun, maalaamisen, kirjoittamisen, keskustelujen ja luentojen kautta. 7 kerran työpajasarja huipentuu vapaaehtoiseen omaan näyttelyymme Lapinlahden Sairaalassa. Ryhmä on avoin, mutta täyden kokemuksen saamiseksi suosittelemme osallistumista koko sarjaan. Noudatamme turvallisemman tilan periaatteita, ja kaikenlainen syrjintä on tapahtumassa kielletty. Voit lukea lisää täältä: [https://unwomen.fi/turvallisemman-tilan-periaatteet/](https://unwomen.fi/turvallisemman-tilan-periaatteet/) Tulethan paikalle omana itsenäsi, ajoissa ja mukavissa liikkumiseen sopivissa vaatteissa. Tämä työpajasarja on osa opetusnäytettäni Teatteripedagogiikan maisteriopinnoissa Taideyliopistossa. Opetuskielet: suomi ja englanti Ikäraja: osallistujat 18 vuodesta ylöspäin Aika: maanantai 4.5. – maanantai 15.6.2026 Kellonaika: klo 18.30–20.30 Paikka: Tallipääty, Lapinlahden Lähde, Lapinlahdenpolku 8, 00810 Helsinki Jos sinulla on kysyttävää, älä epäröi ottaa yhteyttä sähköpostitse: katariina.jumppanen@uniarts.fi Lämpimästi tervetuloa mukaan! Katariina
[Avoimet Ovet] Kehitä vuorovaikutustaitojasi Stadin Sanasepissä
[Avoimet Ovet] Kehitä vuorovaikutustaitojasi Stadin Sanasepissä
**Haluatko oppia puhumaan selkeämmin, itsevarmemmin – ja vähän vähemmällä jännityksellä?** **Stadin Sanasepät** on suomenkielinen puhe- ja esiintymistaitojen treenikenttä, jossa opitaan puhumalla – ei istumalla passiivisena luennoilla. Meillä esiintytään, mokaillaan, pitchataan ja kehitytään turvallisessa ja kannustavassa ilmapiirissä. Tämä on hyvä paikka, jos haluat esimerkiksi: – saada itsevarmuutta esiintymiseen – sanoittaa omaa ajatustasi napakammin – treenata tulevaa työpaikan esitystä varten – kehittyä palautteen antajana (ja vastaanottajana!) – tai vaan oppia puhumaan ihmisille niin, että ne kuuntelee Saat oman mentorin, pääsyn kansainväliseen Toastmasters-materiaaliin – ja ennen kaikkea porukan, joka tsemppaa ja kulkee mukana. Vieraileminen on maksutonta eikä ennakkoilmoittautumista tarvita. Tule testaamaan, miltä tuntuu puhua yleisön edessä. Ei tarvitse olla valmis – kunhan haluat oppia.
Clase de meditación Sahaja Yoga en español
Clase de meditación Sahaja Yoga en español
¡Bienvenidos al curso gratuito de meditación Sahaja Yoga en español! Sahaja Yoga es una práctica de meditación que nos permite alcanzar un estado de equilibrio general, tanto a nivel físico como emocional y espiritual. El objetivo central es alcanzar y mantener el estado de conciencia sin pensamientos o silencio mental. Con práctica regular de meditación podemos establecer este estado en nuestro interior. No es necesario llevar nada al curso y puedes vestirte de ropa normal. Después de la clase podemos tomar té y hay tiempo para preguntas y conversación. Este video te ayuda a llegar al centro de Sahaja Yoga de Kamppi: https://vimeo.com/199566137 ¡Bienvenidos! Más información sobre Sahaja Yoga: www.sahajayoga.es
Book Club in Easy Swedish
Book Club in Easy Swedish
ENG (in Swedish below) **WHEN:** Group 1 (advanced): 12.1, 2.2, 2.3, 30.3, and 4.5 Group 2 (beginners): 19.1, 9.2, 9.3, 13.4, and 11.5 at 18:00 - 19:30 **WHERE:** Luckan, Georgsgatan 27, Helsingfors **HOW: The event is free of charge. Register here:** **[https://forms.gle/ai8BituyMyAkrLqq7](https://forms.gle/ai8BituyMyAkrLqq7?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBEweVp1TEZkZFRvQlp5Rlh4T3NydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR6sqzrrkBsE2DCnr_BRfH8GyxFagtgH_S_BlsbV-3uXQX059a7_x4-O3Ke3kg_aem_o5saCgVhaeN1ulJWs2jrFg)** Are you eager to practice your Swedish? Do you have an interest in literature? Join our Book Club in Easy Swedish to practice your Swedish and explore literature. Engage in lively discussions, read easy Swedish literature, and boost your language skills. Language Cafe Experience: Our book club is designed as a language cafe, where literature takes center stage. It's a relaxed and welcoming environment, perfect for individuals of all language levels. Whether you're a beginner or an advanced learner, you'll find inspiration, encouragement, and a place to enhance your language skills through engaging conversations. This study year, two researchers from Helsinki University will be shadowing the groups. The research is focusing on how texts in easy Swedish help participants learn the language. Flexible Attendance: No need to attend every session. Feel free to join us when you can, and each gathering will be a unique experience. *** SWE **NÄR:** Måndagar 12.1, 2.2, 2.3, 30.3 & 4.5 (mera avancerad) Måndagar 19.1, 9.2, 9.3, 13.4 & 11.5 (lätt) kl. 18:00 - 19:30 **VAR:** Luckan, Georgsgatan 27, Helsingfors **HUR: Gratis, men anmälan krävs. Registreringslänken [https://forms.gle/ai8BituyMyAkrLqq7](https://forms.gle/ai8BituyMyAkrLqq7?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBEweVp1TEZkZFRvQlp5Rlh4T3NydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR6H8tpFly0f644p5Mh4Cs6iTMHugdHz8HfiDodDueXq_r-7LHl-iLWwXzAgKg_aem_wlC7gMiEcPjWTTEgFDu1Hw)** Vill du öva din svenska? Har du ett intresse för litteratur? Gå med i vår bokklubb på lättläst svenska för att öva dina kunskaper i svenska och utforska litteratur. Delta i livliga diskussioner, läs lättläst svensk litteratur och förbättra dina språkkunskaper. Träffa andra som också lär sig svenska för att dela tankar, ställa frågor och ha meningsfulla diskussioner. Bokklubben är utformad som ett språkcafé, där litteraturen står i fokus. Det är en avslappnad och välkomnande miljö som passar individer på alla språknivåer. Oavsett om du är nybörjare eller mer avancerad användare, hittar du inspiration, uppmuntran och en plats där du kan förbättra dina språkkunskaper genom engagerande samtal. Det här studieåret har vi två forskare från Helsingfors universitet som skuggar grupperna. Deras forskning fokuserar på hur lättlästa texter hjälper deltagarna att lära sig svenska. Man behöver inte delta i varje träff. Kom gärna med när det passar dig.

Web Security Events This Week

Discover what is happening in the next few days

DevOps Finland May meetup
DevOps Finland May meetup
Hosted by Smartly.io Sponsored by [incidentist.io](http://incidentist.io/) Joint event with Kubernetes Finland - register only in one group! https://www.meetup.com/kubernetes-finland/ **Agenda** 17:00 Doors open 17:30 Welcome / DevOps Finland & Smartly 17:45 Secured AWS access from baremetal Kubernetes / Nilanjan Roy, Ruiyang Ding, Erik Karsten @ Smartly 18:30 \*\*\* break \*\*\* 18:45 Running and Scaling the vLLM inference server optimally on Kubernetes / Esko Vähämäki, CTO and Co-founder @ ConfidentialMind 19:30 Free discussion 20:30 Doors close **Secured AWS access from baremetal Kubernetes** From long-lived secrets to identity: giving Kubernetes workloads AWS access the boring, safe way. A cross-team collaboration by DevOps Engineers at Smartly. Ruiyang Ding has experience across cloud, bare metal, and developer experience. He currently serves as an Interim Engineering Manager for the Developer Tooling team, while also working as a Senior DevOps Engineer in the Hybrid Cloud squad. Outside of work, he spends as much time as possible outdoors—hiking, cycling, and scouting next great camping spot. Nilanjan Roy is a Staff DevOps Engineer with extensive experience in designing and operating scalable, reliable infrastructure. He is known for driving operational excellence, enhancing system resilience, and enabling engineering teams to deliver efficiently at scale. He currently leads hybrid cloud initiatives at Smartly.io and pursues photography as a personal interest. Erik Karsten is a DevOps Engineer at Smartly, where he works on hybrid cloud infrastructure. He’s passionate about Linux, networking, and programming, and enjoys digging into complex systems problems. Outside of work, he spends time exploring Rust and NixOS. **Running and Scaling the vLLM inference server optimally on Kubernetes** Details coming up soon. I’m a seasoned technology entrepreneur and software architect. Over the past six years, I’ve helped launch and grow venture-funded startups—including Surrogate.tv and ConfidentialMind—to transform ambitious ideas into successful products. At ConfidentialMind, I’ve led the development of Kubernetes-based system for generative AI, leveraging open-source technologies to drive innovation and scalability. I believe that actively contributing to open-source community and sharing best practices fuels both individual growth and the broader tech community, enabling us all to build more robust and impactful solutions. **Streaming:** https://youtube.com/live/h02y_32BcQM?feature=share **Join our Slack and other channels:** https://www.devopsfinland.org/ **LinkedIn:** https://www.linkedin.com/company/102919614
Guided Meditations - Self Sabotage
Guided Meditations - Self Sabotage
Join us on **Fridays, 18:00 - 19:30** at **Lapinlahden Lähde** for a free session where we’ll explore the topic of the week. **After 19:30**, you're welcome to hang out with us. Depending on what the group decides, we sometimes: \- stay in\, enjoy tea and cookies and play board games \- go out for dinner or order food\, feel free to bring your meal \- Just engage in conversations ✅ Your **RSVP counts as your registration**, we expect you to **honour it**. 🤝 All conversations are confidential. What’s shared, stays in the group. 🌿 Small group, big heart: Everyone gets a chance to share. 🧘‍♀️ Come comfy, come curious. 💧 Bring water. Skip heavy meals & caffeine. 📍 **Tallipääty, Lapinlahdenpolku 8, Helsinki** (Through the gate, first door on the left!) **Kind reminder:** Last-minute cancellations or no-shows mean others miss out. To keep it fair, repeated cases may result in losing the spot in future sessions. If you want to be part of the MIITTI community, follow us on our other platforms: IG: [instagram.com/miitti1](http://instagram.com/miitti1) Facebook: [facebook.com/miitti1](http://facebook.com/miitti1) Web: [lapinlahdenlahde.fi/projekti/miitti](http://lapinlahdenlahde.fi/projekti/miitti) Whatsapp: Join our Whatsapp community network to join your favourite group and stay connected with the other members! When you participate in one of our groups or events, just ask the group facilitator to add you to the community!
Smartly x Cloud Native Helsinki - May meetup
Smartly x Cloud Native Helsinki - May meetup
Hosted by [Smartly.io](http://smartly.io/) Joint event with DevOps Finland - register only in one group! [https://www.meetup.com/devops-finland/](https://www.meetup.com/devops-finland/) **Agenda** 17:00 Doors open 17:30 Welcome / Cloud Native Helsinki & DevOps Finland & Smartly 17:45 Secured AWS access from baremetal Kubernetes / Nilanjan Roy, Ruiyang Ding, Erik Karsten @ Smartly 18:30 \*\*\* break \*\*\* 18:45 Running and Scaling the vLLM inference server optimally on Kubernetes / Esko Vähämäki, CTO and Co-founder @ ConfidentialMind 19:30 Free discussion 20:30 Doors close **Secured AWS access from baremetal Kubernetes** From long-lived secrets to identity: giving Kubernetes workloads AWS access the boring, safe way. A cross-team collaboration by DevOps Engineers at Smartly. **Running and Scaling the vLLM inference server optimally on Kubernetes** Details coming up soon. I’m a seasoned technology entrepreneur and software architect. Over the past six years, I’ve helped launch and grow venture-funded startups—including [Surrogate.tv](http://surrogate.tv/) and ConfidentialMind—to transform ambitious ideas into successful products. At ConfidentialMind, I’ve led the development of Kubernetes-based system for generative AI, leveraging open-source technologies to drive innovation and scalability. I believe that actively contributing to open-source community and sharing best practices fuels both individual growth and the broader tech community, enabling us all to build more robust and impactful solutions. **Join DevOps Finland Slack and other channels:** [https://www.devopsfinland.org/](https://www.devopsfinland.org/) **LinkedIn:** [https://www.linkedin.com/company/kcd-helsinki/](https://www.linkedin.com/company/kcd-helsinki/) **NOTE:** The event will be live-streamed on the Cloud Native Nordics YouTube. **NOTE:** Signing up for the event gets you a seat at the onsite event. **NOTE:** Pictures might be taken during the event and be published to this meetup page. Also there will be a livestream during the event which picks up audio from the space. If you do not want to be included in any pictures, please let the organizers know.
Go meetup @ Hive
Go meetup @ Hive
We are happy to announce May's Helsinki Go Meetup hosted by **[Hive](https://www.hive.fi/)** \- Hive Helsinki is a free 18\-month software engineering program powered by Supercell and OP Pohjola\. Hive is all about learning by doing\, building\, and experimenting\. The studies are entirely project\-based\, and there are no teachers or tutors\. All the learning happens within the student community\, and everyone helps each other\. Hive prepares students for a career in tech\, or to go build something of their own\. (Subject to change) Event program: * 17:00 Doors open * 17:20 Introductions * 17:30 Talk 1: TBA * 18:00 Talk 2: TBA * 18:30 Talk 3: TBA * 19:00 Networking & discussions More details on the talks will follow closer to the event. Please keep your RSVP status up to date if it turns out you're not able to join. This way you're not holding a spot for somebody else. Names will be checked at the door. We're always open to new presentations, either full length (\~30-40min) or a lighting talk (\~7-15min). You can suggest a talk by joining the #finland channel in [Gophers slack](https://invite.slack.golangbridge.org/) or by contacting organizers directly.
Football with MIITTI
Football with MIITTI
Hello sporty population! Let's gather around and play some football together with people from around the world! IMPORTANT! Spots are limited, so make sure you reserver yours! If you are not registered on the list, you will be kindly asked to leave; this is to ensure fair access for everyone! We will play indoors at Playbox in Vantaa on Tuesday evenings from 18.00-19.00 Age limit: 16+ You can come directly inside the hall or meet us at the entrance a bit before 18.00. MIITTI welcomes everyone to its events regardless of background or gender. You don't have to have any skills at all to come and play with us, and if you do, please come and coach us! WHERE: Playbox Vetokuja 1 01610 Vantaa Warm welcome! If you want to be part of the MIITTI community, follow us on our other platforms: WhatsApp: Join our Whatsapp community network to join your favourite group and stay connected with the other members! When you participate in one of our groups or events, just ask the group facilitator to add you to the community!
Creative Activities for Kids 7+
Creative Activities for Kids 7+
Motley ry, in collaboration with MIITTI, is happy to present our Spring-26 schedule of FREE, FUN and FRIENDLY creative community workshops for children and young people, including embroidery, tufting and 3D greeting cards, led by our lovely, kind and professional teachers! ***Check the individual dates for each activity in the registration form further down!*** WHERE: The workshops will take place on Wednesday evenings at: **Tallipääty, MIITTI office at Lapinlahden Lähde, Lapinlahdenpolku 8** This year we are able to provide a range of children and young people's creative activities free of charge (materials included too), thanks to a grant from a foundation Brita Maria Renlunds minne sr. While we are still working on our own website, more details of each workshop can be also found in: [https://www.instagram.com/motley_project/](https://www.instagram.com/motley_project/ "https://www.instagram.com/motley_project/") **Sign up now to book a space before they fill up!** Sign up through this Google Form: https://docs.google.com/forms/d/e/1FAIpQLSexw_M9lC4hUNJ2a0zx3qzhzI63Ob4eEnn0hseCnOGwis__7w/viewform …or by emailing us: motleyproject2025@gmail.com Join MIITTI's Whatsapp community network to join your favourite group and stay connected with the other members! When you participate in one of our groups or events, just ask the group facilitator to add you to the community! IG: [instagram.com/miitti](https://instagram.com/miitti1?fbclid=IwZXh0bgNhZW0CMTAAc3J0YwZhcHBfaWQQMjIyMDM5MTc4ODIwMDg5MgABHtRTGOrk9UHok74sN2rBKO0MbPmdDN1rkKT0itIGvT4XlR6Nf1IuggnH_RAU_aem_nDLv9Qv_6btmXIj1BMzD6w)1 Facebook: facebook[.com/miitti1](http://meetup.com/miitti1?fbclid=IwZXh0bgNhZW0CMTAAc3J0YwZhcHBfaWQQMjIyMDM5MTc4ODIwMDg5MgABHiTNymBItpBzaNS4U5YckVkmX1lWvGTNmyrgrCjU0VyG5VbDkE0S2kc0vPRr_aem_7_pfV6MIaQSXAY1NFyFo3w) Web: [lapinlahdenlahde.fi/en/projekti/miitti/](http://lapinlahdenlahde.fi/en/projekti/miitti/?fbclid=IwZXh0bgNhZW0CMTAAc3J0YwZhcHBfaWQQMjIyMDM5MTc4ODIwMDg5MgABHvsDEGe0cfHYjb_stAotytR1P4VMnwu_n6rB015BsI18aHlGEvaFwN-N2xxS_aem_mNak8N9FjZKLR2oxot5L-g)
Ren Xue Yuan Gong
Ren Xue Yuan Gong
Welcome to join our Ren Xue Yuan Gong practice throughout the summer at Lapinlahden Lähde! The practice is simple but yet practical and powerful. It is easy to learn and will help you: -gain energy, feel less tired and stressed -more mental clarity, easier to concentrate -boost your immune system Time: Sundays 15:30 - 17:00 WHERE: Tallipääty, MIITTI office Lapinlahden Lähde Lapinlahdenpolku 8 00180 Helsinki About REN XUE Ren Xue is a comprehensive system for uplifting human life. It includes a unique form of Qigong (Yuan Qigong); three foundational theories (Theory of Qi, Theory of Consciousness, Theory of Totality) and a large body of teachings. It was created by world-renowned teacher and healer Yuan Tze who continues to offer online and in-person events worldwide. Ren Xue combines ancient Chinese wisdom traditions with modern insights into health and well-being. The goal of Ren Xue is to help individuals improve their physical, emotional, and mental health through a holistic approach that emphasizes the connection between the mind, body, and spirit. REN XUE FINLAND Ren Xue Finland (RXF) is the Finnish branch of the global movement, an organization dedicated to the promotion and teaching of Ren Xue and its associated practices, including Yuan Gong and Yuan Ming Medicine. It provides easy entry into the Ren Xue system through local in-person sessions, online courses and workshops/retreats. Other learning methods can be found here: Ren Xue TV, a YouTube channel and Learn Ren Xue website. More about Ren Xue: [https://www.renxueinternational.org](https://l.facebook.com/l.php?u=https%3A%2F%2Fwww.renxueinternational.org%2F%3Ffbclid%3DIwZXh0bgNhZW0CMTAAAR06uJQRSC7BE3zhPePQ7X_KO7WXa60cr7NK25KdOqfbSIHpYqBLO3dYgVM_aem_alDR7a6KhbNhG3u9NhCUVA&h=AT18asmYaRkvHCJemaC7rr9GVu579uflDCg7T6mLNodWdtMVhuxwFhIyz0p5ONeJbm3WQ3ZGIwONIa0_pDvih4t9BCCJUBkjhK4BdIMEl4aQ_qPzR5ykW-aiOndhYDPeAW9_2_eWZaMsv889HKbp8_c&__tn__=q&c%5B0%5D=AT35KTjVjr2kCnYHrXXjXPxEGFK-RFbZnFVdDmWrTe5WwbSZZ5ulNxFEjPPhejS8Pf4xetwkU1hhM1P2K_ABugpnXL6w-CKE25ARXwtLSexv-4fPJ4s2_Kcqgj3g2XWjCVkPPgcjwrPoNWOvdKa2f1VqyVa-2kcTojodTS3wn9zrnRjZLcG7)/

Web Security Events Near You

Connect with your local Web Security community

Columbus PHP: Monthly Meetup
Columbus PHP: Monthly Meetup
Our monthly PHP meetup. A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com
TBD
TBD
**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** TBD **YouTube Link** TBD
Columbus Code & Coffee 86 @ Improving
Columbus Code & Coffee 86 @ Improving
Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!