Hadoop

Now, Artificial Intelligence (AI) can write your code at incredible speeds! But how safe is it? New tools make it easy for non-technical people to write code and build projects. “Vibe Coding” lets you describe anything you want to build and the AI assistant takes care of the rest. In this meetup, we’ll put some AI-generated code to the test and perform a live audit of the code of a smart contract that works as a decentralized exchange (DEX). Duncan from 0x presents the code produced by an AI and gives an overview of good design features to be aware of. Next are Sam and Paddy that have prepared some audits to test it and will also conduct a live demonstration on how to test code with a quick AI model. Join the discussion and we’ll figure out the future together ;) The speakers: Duncan is lead smart contract developer at 0x/Matcha, a leading DEX aggregator and swap dApp. 0x lets builders embed crypto trading in any app. Give your users the same deep liquidity & optimal trade execution trusted by Coinbase, Phantom, & more. Samnuel is a software engineer and Co-Founder of SoDNAscan, a health-tech SaaS turning genetic and wearable data into AI-generated personalized health books, with 4+ years of experience in full-stack development and AI integration. Paddy is co-founder of P2 Studios, a Malta-based AI development studio. As a jack of all trades in software, he first started off in game development 7 years ago. He then branched off to fields like frontend, backend, smart contracts and AI and now builds privacy-first software across agentic AI, speech-to-text, and more.

Hey guys, This is a simple meetup to connect with new people and share stories. Nothing complicated we come together, talk, and make new friends, It can be about anything whatever comes up in conversation. There’ll be a conversation jar with some questions in case we need a little help getting started, but it’s completely optional we can just talk naturally as well. It’s very relaxed, no pressure just a space to have real conversations and meet new people. Looking forward to seeing you there 🙂 FYI its an open event there is no limit to number of people can attend. P.S Its my first time organising this kind of event, if it works we can make it a weekly event

🎤 Sing your favorite songs, laugh together, and meet new people at Wednesday Karaoke Night — a fun, relaxed midweek evening in a welcoming international atmosphere. Whether you love singing or just enjoy cheering others on, you’ll find a relaxed and friendly environment where it’s easy to join in and feel part of the group. Many guests come solo, and our team is always there to help you connect, join a group, and feel comfortable from the very beginning. You can expect a great mix of karaoke performances chosen by the guests, an energetic international crowd, upbeat vibes, and a cozy venue that’s perfect for singing, laughing, and socializing. 📅 Every Wednesday, from 19:30 till late 📍 The Room by Jungle Joy, St Julian’s 🌎 Who joins: Internationals, students, travellers, expats & locals 🎟️ Entry: 7€, including: – A free welcome drink – Full access to the event – Friendly team support to help you connect and meet new people 👉 No booking needed — just show up and enjoy the night. The earlier you come, the easier it is to sign up for songs and join the fun. We look forward to welcoming you! Links: [Instagram](https://www.instagram.com/english_cafe_malta/) [Website](https://englishcafemalta.com/)

Join us for **Gen AI Day Malta** and [register](https://ti.to/maltaawsusergroup/gen-a-i-day-malta) for this community event organised by the AWS User Group Malta and sponsored by [doIT](https://www.doit.com/) and [Clickhouse](https://clickhouse.com/). This event will focus on practical, real-world discussions on **Generative AI**. Whether you're **building, leading, or scaling AI initiatives**, this event is designed to deliver **practical value — without the hype**. To keep discussions meaningful and relevant to your experience level, the event will be **divided into three focused tracks**. Each track targets a different stage of the AI journey, allowing participants to dive deeper into the challenges and opportunities most relevant to them. **Register at** https://ti.to/maltaawsusergroup/gen-a-i-day-malta and choose one of the tracks below # **Tracks:** ## **Track 1: Production Operations & Pitfalls** **For leaders and engineers running live AI workloads** *The “War Stories” Session* **Focus:** The reality of **Day-2 operations** when AI systems are already in production. **Topics include:** * **The “Ops” in LLMOps** – Managing latency, throughput, and error handling in distributed AWS environments * **Cost Management** – How to scale AI workloads without blowing the budget * **Production Pitfalls** – Handling hallucinations, model drift, and security guardrails when AI interacts with live customer data ## **Track 2: Making Agentic AI Responsive, Trustful and Scalable** **For architects and tech leads planning reliable Agentic AI systems** *The “Architecture” Session* **Focus:** Frameworks alone are not enough to ensure successful Agentic AI systems. This track explores the **architectural components required to make AI systems responsive, trustworthy, and scalable as adoption grows**. **Topics include:** * **Real-time and scalable analytical databases** – Using ClickHouse Cloud * **LLM Observability** – Using Langfuse to ensure end users receive high-quality results from LLM-powered systems 📋 **Pre-requisite:** Please come prepared with **one specific use case** where chatbots or other Agentic AI technology is (or could be) used — for example: * Customer Service * Natural Language Data Analysis Be ready to discuss the **benefits and challenges** introduced by these solutions. *** ## **Track 3: The Builder's Path (MVP)** **For those starting their Generative AI journey** *The “Zero-to-One” Session* **Focus:** Rapid validation and prototyping. **Topics include:** * **Getting Started** – Identifying AI use cases that actually deliver value * **The Toolkit** – A practical introduction to Amazon Bedrock for building GenAI applications without managing infrastructure * **MVP Architecture** – How to build a scalable Proof of Concept in **days, not months** *** # 👥 **Who Should Attend?** This event is designed for key personas across the Generative AI ecosystem. ### 🛠 The Engineer * Get hands-on insights from real implementations * Pressure-test your architectural ideas * Learn how teams are using Amazon Q and Amazon Bedrock in production * Ask deep technical questions and exchange patterns with peers If you're **building or experimenting with GenAI solutions**, this session will sharpen your approach. *** ### 🎯 **The Leader** * Understand the real resource requirements for AI adoption * Assess risks, governance, and operational considerations * Set realistic timelines and expectations * Cut through marketing noise and focus on execution If you're responsible for **strategy, budgets, or innovation direction,** this event will provide **clarity and actionable insights**. *** ✅ **Please select the track that best matches your interests and experience when registering.**

🍷 Drink with AI: Exploring Computer Vision & Wine Grab your laptop and a glass! Join us for a hands-on GDG event where we explore the practical side of computer vision. Can an AI learn to visually distinguish between different bottles and varieties of local Maltese wine? In this interactive session, we'll guide you through the process of training custom machine learning models to recognize, classify, and demonstrate computer vision techniques using a selection of fantastic wines provided by Tal-Massar Winery. Whether you are an AI enthusiast, a wine lover, or a beginner curious about machine learning, this event is the perfect blend of tech and culture. You'll get to see exactly how image classification works in real-time, and enjoy some great local wine while doing it! 📅 Event Details Date: March 28th Time: 3:00 PM – 6:00 PM Location: Faculty of ICT - Common Room (-1, B) Please bring your laptop! This is a fully interactive, hands-on workshop. We'll be using accessible, browser-based tools, so you won't need to install any heavy software beforehand, but you will need your own device to build, train, and test your computer vision models alongside us. Spaces are limited, so be sure to RSVP early. We can't wait to build with AI (and grab a drink) with you! Agenda --- Hosted By James Gatt, Administrator AOSP Enthusiast Recognized Developer on XDA Developers Experienced with both AOSP and Device Engineering Matthias Bartolo, Logistics Matthias Bartolo (Graduate Student Member, IEEE) received the B.Sc. IT (Hons.) in Artificial Intelligence from the University of Malta in 2024, graduating with First Class Honours and ranking first in his cohort. He subsequently completed an M.Sc. in ICT by Research at the University of Malta in 2025. His principal research interests lie in computer vision, applied machine learning, and in exploring how AI may be harnessed to support and empower individuals. He has gained considerable experience working on real-world projects involving complex datasets, developing practical solutions in contexts where the way forward was not immediately apparent. In this regard, he upholds a strong commitment to integrity and embraces the ideal of being “a man for others,” striving to use his abilities in service of the greater good. Matthias is actively involved in multiple projects that bridge research and application, advancing computer vision and applied machine learning techniques while contributing to several peer-reviewed publications. He was selected as a member of the Google Developers Group in Malta, where he contributes to various projects and initiatives within the group and the university. Beyond his academic and technical work, he also forms part of several voluntary organisations, further reflecting his commitment to service and community engagement. In 2024, he was honoured with the Dean’s List Award by the Faculty of ICT in recognition of his outstanding academic achievements, and was robed by the Rector during the graduation ceremony as the top student of his cohort. Joseph Grech, Hospitality Matthew Mangion, Designer Andrea Filiberto Lucas, Marketing I am a Research Support Officer I within the Department of Artificial Intelligence at the University of Malta and a Master of Science student specialising in AI. My work focuses on applied computer vision, intelligent systems, and dataset-driven research. I contribute to active research projects within the Faculty of ICT, with responsibilities ranging from model development and evaluation to data processing, automation, and system integration. I am particularly interested in bridging academic research with real-world applications through practical AI solutions and collaborative development. Jonathan Attard, Treasurer Gabriel Hili, Community Engagement Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-malta-presents-drink-with-ai/.

🛶 Discover one of Malta’s most iconic natural wonders on our Blue Grotto excursion, combining dramatic coastal views, a scenic sea-cave boat ride, and free time to explore the area at your own pace. Travel by private bus to the Blue Grotto, admire the famous turtle-shaped cave from the panoramic viewpoint, then enjoy a local boat ride through glowing sea caves where sunlight paints the water in shades of blue and emerald. After the boat tour, enjoy free time by the sea — relax, explore the village, have lunch, or take an optional swim in the Blue Grotto canal. If you like, it’s easy to connect with other international participants along the way, sharing the views and the experience. 📅 Every other Saturday 🕚 Meet at 10:30, departure at 11:00 📍 Meeting point: McDonald’s, Sliema 🚌 Return: around 16:00, same location 🌎 Who it’s for: Internationals, students, travellers, expats & locals 🎟️ Online ticket required (limited spots), starting from €20, including: – Private bus transportation to and from the Blue Grotto – Scenic sea-cave boat ride – Guided walk and full team support – Event coordination and logistics 👉 Spots are limited due to transport — advance online booking on our website is required. Cliffs, sea caves, and crystal-clear waters await you along Malta’s coastline! Links: [Instagram](https://www.instagram.com/english_cafe_malta/) [Website](https://englishcafemalta.com/)

We meet for brunch. Location will be sent to participants later Winter in Malta is very different from winter in many other countries, yet it still influences our mood, routines, and lifestyle. During this meetup we will reflect together on how the winter season affected us. Possible discussion topics include: • emotional wellbeing during winter • changes in daily routines • new hobbies or activities discovered • changes in physical activity • eating habits during colder months • energy levels and motivation This is a relaxed and friendly conversation where everyone is welcome to share their experiences and insights. Community Guidelines • Respect each other’s opinions, backgrounds, and experiences • No judgment, gossip, or discrimination • This is a friendship-focused space — please keep interactions respectful • Support and kindness are at the heart of our community • Personal stories shared during the event should remain confidential 📸 Photo Consent Photos may be taken during the event for community promotion. If you prefer not to appear in photos, please inform the organizer. ⚕️ Disclaimer Any recommendations shared during the event (health, lifestyle, financial, or other) are for discussion purposes only. Please consult a qualified professional before applying any advice. 💶 Participation Participation in the event is €10, which helps support community organization and event planning.

Join us for a fun and engaging social exchange meetup in Malta. Whether you're practicing English or any language, a beginner or advanced, this event welcomes you. Meet like-minded locals, expats, internationals, and fellow wanderers eager to share stories, explore cultures, and build friendships in a relaxed vibe. This is ideal for new residents, exchange students, and travelers immersing in Malta's island life and community. Don't miss your chance to connect over casual eating, drinking, and chats—expand your network while embracing the nomadic spirit! 🌍👋

*📌Tickets to be bought on the [Website](https://englishcafemalta.com/events-in-malta/excursions-in-malta/sunday-hike-malta/)* 👣 Discover Malta’s natural beauty on our Sunday Hiking Adventure, exploring hidden gems, Mediterranean landscapes, coastal paths, rugged cliffs, and some of the island’s most impressive outdoor areas. Along the way, it’s easy to meet new international people naturally while walking, sharing views, and experiencing the trail together — whether you come alone or with friends. It’s a chance to move, breathe fresh air, connect with nature, and experience a more authentic side of Malta - all while spending your Sunday outdoors. 📅 Every Sunday 🕚 Meet at 10:30, departure at 11:00 📍 Meeting point: McDonald’s, Sliema 🚌 Return: around 16:30, same location 🌎 Who joins: Internationals, students, travellers, expats & locals 🎯 The hiking destination changes weekly — find the full list of upcoming locations on our website. 🎟️ Online ticket required (limited spots), starting from €12.50, including: – Private bus transportation to and from the hiking area – Guided hike and full team support – Event coordination and logistics 👉 Spots are limited due to transport — advance online booking via our website is required. On spot, cash payment is possible but it's €20, and is not reccomended as the trip can be soldout. Check our website for an online ticket and FAQ. After the hike, those who wish often join for drinks or food together — a relaxed and spontaneous way to unwind and continue the social vibe. See you on the trail! Links: [Instagram](https://www.instagram.com/english_cafe_malta/) [Website](https://englishcafemalta.com/events-in-malta/excursions-in-malta/sunday-hike-malta/)

🌊 Explore one of Malta’s most iconic natural wonders on our Comino & Blue Lagoon excursion, an experience combining scenic cruising, Comino exploration, and free time in the famous crystal-clear waters of the Blue Lagoon. Travel by private bus and boat to Comino Island, where turquoise seas, rugged cliffs, sea caves, and Mediterranean landscapes create a truly unforgettable setting. The experience includes a short walk across Comino to discover the island’s landscapes, followed by extended free time at the Blue Lagoon to swim, relax, take photos, or simply enjoy the unique atmosphere. If you like, it’s easy to connect with other international participants along the way, through shared views, conversations, and the journey itself. 📅 Every other Saturday 🕚 Meet at 09:30, departure at 10:00 📍 Meeting point: McDonald’s, Sliema 🚌 Return: around 17:00, same location 🌎 Who it’s for: Internationals, students, travellers, expats & locals 🎟️ Online ticket required (limited spots), starting from €20, including: – Private bus transportation to and from Ċirkewwa – Round-trip boat ride to and from Comino – Short guided walk on Comino – Full team support, coordination, and logistics 👉 Spots are limited due to transport — advance online booking on our website is required. LINK A full day of sea, nature, and unforgettable Mediterranean scenery awaits you! Links: [Instagram](https://www.instagram.com/english_cafe_malta/) [Website](https://englishcafemalta.com/)

Builders, creators, architects, admins, consultants - come one, come all. This one's for you. We're bringing a little friendly competition to the Columbus ServiceNow community while highlighting the cool things people have built on the platform. Five presenters will take the stage to showcase something they've built, solved, designed, or imagined on the ServiceNow platform - and a panel of judges (plus YOU, our amazing audience) will score them live. So basically, America's Got Talent but make it ServiceNow's Got Talent. Bring a notepad if you'd like 'cause you'll definitely be learning something new. Each presenter gets 10 minutes max to wow the crowd with: • A demo • A real-world business solution • A bold idea • A UX transformation • Or a creative use of the platform Judging Criteria: 🏆 Business Value 🚀 Innovation ✨ User Experience This event is about celebrating ideas, sharing knowledge, and showing how ServiceNow can drive both business impact and meaningful user value. Come learn. Come support. Come get inspired. Refreshments and bites will be provided. And maybe next time… you’ll be on stage.

**New 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 topic suggestions and people interested in presenting at our monthly meetings. To this end we've set up a survey form at [https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc](https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc)

**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: Type Annotations with John Cassidy 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

**First meetup of the Columbus AI Engineering group.** We’ll kick things off with a practical, beginner-friendly discussion on: **How LLMs like ChatGPT actually work — and how to build real applications with them.** We’ll cover: * what’s actually happening under the hood (at a high level) * why LLMs behave the way they do (hallucinations, prompt sensitivity, etc.) * how people are building real systems with them today * where things break in practice This will be a **short, informal talk (\~15–20 min)** followed by open discussion and Q&A. Whether you’re an engineer, builder, or just curious about how modern AI systems work, you’re welcome to join. No slides, no fluff — just real conversation about real systems. We’ll hang out afterward and get to know each other.