Data Analytics

Prostate cancer is the most common cancer among men in Singapore. Most men have no symptoms in the early stages — and by the time they do, it may already be advanced. **Early detection saves lives. And it starts with knowing your risk.** This May, take the most important step for your health and join us for a free, expert-led talk by **Dr. Lim Huat Chye Peter** — one of Singapore's most respected urologists and founder of the Society for Men's Health (Singapore). **📅 Date:** Saturday, 13 June 2026 **🕑 Time:** 1:30 PM – 4:00 PM **📍 Venue:** Farrer Park Hospital, Connexion, #16-06 (Viv Hall) **💰 Admission:** FREE **If you're a man over 40, this talk is for you.** Most men avoid talking about their health — until it's too late. Don't wait for symptoms. Prostate cancer is highly treatable when caught early, but the window matters. This is your chance to get straight-talking, expert guidance in a relaxed, open setting where all questions are welcome. **What you'll learn:** * What prostate cancer is and how it develops silently * Who is at risk — and why men over 40 need to act now * When and how to get screened, and what tests to expect * Treatment options and the latest advances in urological care * How to have the conversation with your doctor — and what questions to ask Come alone, or bring a father, brother, husband, or friend. The men in your life need to hear this. **Seats are limited. This event is free — but your health is priceless. Register now before it's too late.**

**Register here:** https://luma.com/fongxt81 🚀 What does it mean to lead, build, and adapt in an AI-enabled world? Women Devs Singapore is excited to collaborate with Zenika for an insightful evening exploring the intersection of leadership, product thinking, and AI with our guest speaker, Jolyn Chuah. As AI becomes part of everyday work, the questions that matter most are still deeply human: ✨ Are we creating environments where people can do their best work? ✨ Are we solving real problems or simply shipping solutions? ✨ Are we approaching change with curiosity rather than fear? In this session, Jolyn will share practical frameworks and real-world experiences from product management, systems thinking, and data analytics to help leaders and builders navigate an increasingly AI-driven landscape while keeping people at the centre. You'll leave with three powerful questions to reflect on: 🔹 Lead — Am I creating conditions where people can do their best work? 🔹 Build — Am I solving real problems or just shipping solutions? 🔹 Adapt — Am I engaging with change with curiosity or with fear? Whether you're a developer, product professional, team lead, or simply curious about the future of work, this conversation is for you. 📅 Join us for an evening of honest insights, practical takeaways, and meaningful discussions.

We've opened this up for those who were not lucky enough to get a spot for our 1st meet and greet! Come get to know fellow Nudgers and BeSci enthusiasts! We'll be having dinner at 49 Seats Holland Village. Entry only reserved for a maximum of 7 particpants for this event, because we want to foster deeper conversations and not overcrowd the restaurant!

**🎤 Speed Dating + KTV Night 🎶** **\*\*\*\*\*\*Hosted by iDatings\***\* \*\*📍 \*\*\***First Round Bar\*** **📅 Saturday, 13th June, 4:00–8:00 PM** **[Purchase your ticket here.](https://www.eventbrite.sg/e/speed-datingktvfirst-round-bar-tickets-1988706311111)** **\#\#\# About the Event \(Limited to 18 pax\)** Intentionally small: just 18 attendees for a more genuine, relaxed experience. **Looking for sparks, laughter, and maybe a duet partner for life? Join us for an unforgettable evening where \*\*speed dating meets karaoke\***\*. **✨ Quick chats to break the ice** **✨ Karaoke to keep the energy flowing** **✨ A welcoming crowd curated by iDatings** **Whether you’re searching for romance, friendship, or just a fun night out, this event is designed to help you connect in a relaxed, playful atmosphere.** **\#\#\# Highlights** **\- 4 hours of mingling\, music\, and magic** **\- Icebreaker games to keep conversations lively** **\- Karaoke sessions to showcase your personality** \*\*- Drinks and vibes at \*\*\***First Round Bar\*** Schedule: 4–5 PM: Speed dating rounds → 5–5:30 PM: Reveal & mingle → 5:30–8 PM: KTV & free flow \*\*\*\***\*\*\*\*\*\*Pls purchase drinks at the counter and strictly no drinks purchased outside\***\* Ticket fees do not include drinks

Hi Girlies, Every day you stand in front of your full wardrobe and still felt like you have nothing to wear. Even after you bought all those nice tops somehow nothing seems to fit right. I know babe, I know. Hang out with me over the weekend and in 2 hours I'll teach you how to use AI to analyse your personal colour season, find the shades that make your skin glow and your eyes pop, and get styling recommendations tailored to your unique body shape. No guesswork. No expensive colour consultants or paying me, a trained fashion stylist, hundreds just to style you. Just you, your phone, and a personalised style formula you'll be able to use daily. What you'll walk away with: 🎨 Your colour season (Spring, Summer, Autumn or Winter) and your signature palette 👗 Flattering styles and silhouettes for your body shape 🤖 A powerful AI prompt you can reuse anytime for future outfit advice ✨ A daily outfit formula that combines your colours and shape effortlessly All you need is your smartphone — we'll guide you through everything, step by step. (Please download both Claude and ChatGPT before coming!) 📅 Saturday, 13 June · 3:00 PM - 5.00PM 📍 Top Image Hair & Beauty Academy 710A Ang Mo Kio Ave 8, #02-2627, Singapore 561710 💰$30 > Bring a friend and it's $50 for 2! Please Paynow via the QR in the picture and drop me a PM! Sadly, due to space limitations spots are limited. Can't wait to see you! XOXO, Vel Tan Principal Trainer Top Image Hair & Beauty Academy

**Dates:** * 13 June 2026 * 27 June 2026 * 11 July 2026 * 25 July 2026 **Timing:** 2pm onwards **Venue:** HackerspaceSG **Address:** Textile Centre, #08-10, Singapore 199018 ​We'll be hanging out to practice some LeetCode questions together. **\#\# No food provided \#\# Bring your laptop \#\#** # ​Format: * ​Pick a random LeetCode question (easy or medium). * ​One volunteer will connect to screen and attempt the question within 40 minutes. * ​Rest of the group will either role-play as interviewer, collaborator or just observe. * ​At the end of the attempt, the group will provide feedback to the volunteer. # ​Format of Feedback: ## ​Soft skills * ​Ask good questions? * ​What should be talked about? What should demo thru code? ## ​Technical feedback * ​Quality of execution. # ​About JuniorDev SG: ​JuniorDevSG is a developer interest group that focuses on providing a place for junior developers to learn and network with each other. ​At the same time, we seek to be a support system to help junior developers break into tech, navigate their careers as well growing them to one day become senior developers or tech leaders in the tech industry.

⚠️ **REGISTRATION IS REQUIRED VIA [THIS LUMA FORM](https://luma.com/s0txhgfy)**[ ](forms.gle/saLWmbr5XbwUX8Jp8)⚠️ SHELLGym is the regular cybersecurity workout you have been looking for! Whether you're just starting out and need some exercises, studying for a cert (hint: OSCP), looking at CTF challenges, or developing something cybersecurity-related (maybe your own automated tools?), SHELLGym aims to help you progress in picking up practical cybersecurity knowledge and skills. Come and go as you please, work on your own stuff with like-minded individuals, or just have fun during the workout! **AGENDA** Linux Forensics and Reverse Engineering basics: * Triaging in Linux * Step-by step IDA * Step-by-step gdb * Guided walkthrough on selected real-life binary **⚠️ NOTE** Bring your own laptops (and laptop chargers) with pre-installed Linux VM. Please also download IDA Free ([Link to Guide](https://hex-rays.com/ida-free)) before the session. **VIRTUAL SHELLGyms in JUNE** (by request) Hosted on Discord, do approach KK or the Div0 Crew for access **TRAINER** **KK Tan — Founder, counterShell** As a mid-careerist convert to cybersecurity, **Tan KK** picked up his practical skills through getting OSCP certified and by participating in a variety of CTFs. In his career at CSIT, he performed a variety of red-teaming and vulnerability research roles and established the Cyber Training School at CSIT as the Lead Instructor. Besides the OSCP certification, KK is also OSCE and OSEE certified, and has a Bachelor's degree in Social Science (Psychology). He now sees psychology as a field of study where you fuzz humans until they produce unexpected behaviour. **CO-ORGANISERS & VENUE SPONSOR** * [CyberSG TIG Collaboration Centre](https://www.linkedin.com/company/cybersg-tig-collaboration-centre) * [BLOCK71](https://block71.co/) **IMPORTANT NOTICES** * Code of Conduct: [https://www.div0.sg/code-of-conduct](https://www.div0.sg/code-of-conduct) * Terms of Use & Disclaimer Notice: [https://www.div0.sg/terms-of-use-disclaimer-notice](https://www.div0.sg/terms-of-use-disclaimer-notice)

Wonder what careers suit your personality the best? Hosted by a certified Enneagram coach, we are opening a interactive workshop for participants to identify what Enneagram type you are, and based on your personality, what traits and environments you should look out for to help you thrive in your career!

Please note due to extremely limited seating in the venue, only 10 seats have been requested on-site. Do not RSVP if you cannot confirm your attendance or if you intend to cancel it 1 - 2 days before the event/on the event day itself. 👉 Register here to confirm your spot: [https://www.upnexis.io/events/circle-mixer-june/intro](https://www.upnexis.io/events/circle-mixer-june/intro) Looking to meet new people in Singapore without the awkwardness of a typical networking event? Join us for **Coffee Connection**, a casual rotating conversation session where you’ll meet different people in small groups over coffee. This is designed for people who want to expand their network, have real conversations, and explore career or opportunity-related topics in a more natural setting. No pitching. No pressure. Just coffee, conversations, and new connections.

**🎓 Offset Your Course Fee with SkillsFuture Credits for Eligible Singaporeans!** **💼 NTUC Members Enjoy Up to 50% Subsidy with UTAP** Click here for more WSET course dates, fees and information [https://finewines.com.sg/wset-level-2-sake-course-singapore](https://finewines.com.sg/wset-level-2-sake-course-singapore) **MASTER THE ART OF SAKE WITH WSET LEVEL 2 CERTIFICATION COURSE** Embark on an elevated journey of sake exploration with the WSET Level 2 Sake course – a captivating odyssey for those seeking a deeper understanding of this exquisite Japanese beverage. Envision a glass filled with a pristine, chilled elixir, releasing a bouquet of enticing aromas that promise an unparalleled experience. Each sip transports you to the heart of Japan, where centuries of perfected sake craftsmanship unfold. If you are currently working in the sake industry or possess basic sake knowledge and are keen to enter into the F&B or sake trade, our WSET Level 2 sake course furthers your sake knowledge in a more in-depth programme. For professionals, knowledge is the key to success. In the realm of sake, a nuanced comprehension of production, diverse flavor profiles, and adept food pairings can shape the trajectory of your career. The WSET Level 2 Sake course has been meticulously crafted to provide you with a comprehensive grasp of sake's intricacies, spanning its illustrious history, production processes to prepare you to be come a sake sommelier. **WHAT YOU WILL LEARN** * Explore main sake styles and classifications. * Understand the types of rice that influence sake flavors. * Understand the role and production of Kōji * Tasting over 20 different sakes. * Describe sakes using the WSET Systematic Approach to Tasting Sake® * Develop analytical tasting skills while exploring the sake style and quality. * Identify different categories & grades of sake **WHAT YOU WILL ACHIEVE** * Knowing the key stages in sake brewing and it’s unique processes. * Recognise the distinct features and styles of sake from various regions. * Understanding the art of appreciating sakes. * Be able to properly store and serve sakes * Feel more at confident arounds sakes and learn to buy only the best. * The art of pairing food and sake. **YOU ARE NOT ALONE** Many individuals struggle to comprehend the intricacies of sakes, leading to disappointment despite years of experience. Our two-day course provides guidance in developing techniques to train your palate and memory, enhancing your ability to detect sake aromas, flavors, and labels. Become a Sake Connoisseur or Sommelier – it's not an innate gift, but an achievable expertise through training and practice. *Let us help you achieve your dream with the WSET Level 2 Sake course!* **Click here for more WSET Level 2 course dates, fees and information** **Get up to 50% Subsidies With NTUC UTAP** [https://finewines.com.sg/wset-level-2-sake-course-singapore](https://finewines.com.sg/wset-level-2-sake-course-singapore)

Hi Passionatics, We are Finally Back !!! Trying out 纯K (PURE K )@Funan Come join us to know more singing kakis and relieve all the stress we accumulate throughout the week !!! ; Show us your voice and singing style we will be advertising our events in various platforms Like Facebook , Instagram and Tik Tok and more Tik Tok www.tiktok.com/@passionktv Facebook https://www.facebook.com/PassionKtv/ Instagram https://www.instagram.com/passionktv/ you can join our new Telegram chat for added privacy https://t.me/+9wrMGWS26AtmOWJl It's the start of a new beginning ; New Beginning New Aspirations Hope we can see old friends and new acquaintances ^*^* \*I look forward to seeing all of you ^_^ Fee collection will be 1 week before event from 18th Nov onwards Members who Paid and confirmed will be added to a chat group In WhatsApp Members with no reply 3 days into the event will be moved to the wait list Lance aka Organiser for Passionktv +65 98418312 NOTE : a) Those members who RSVP without a working phone number will be automatically moved to the waiting list; Rest assured that your number will be kept private and confidential and not used for any other purpose commercial or otherwise; Only organizer will have access to you ; An event Whatsapp group will be created for each event around two or three days in advance this is to facilitate last min withdrawals and to create a more friendly atmosphere and not find yourself with total strangers during the event itself ; attendees will be add on to our official PassionKtv whatsapp chat group (with option to opt out) Or you can join our new Telegram chat for added privacy https://t.me/+9wrMGWS26AtmOWJl b) Kindly answer the relevant questions asked if possible for ease of arranging rooms ; Thank you in advance c) Random Advertisers other than music related businesses are not welcome; MLMs, financial opportunities, insurance etc; Offenders will be banned from our chat ; To clarify we dun stop you from privately contacting friends you made through our events but no public advertisements in our chats d) No harassments of ladies or guys or vice versa in our chat ; No private message of new friends who you haven't even met face to face ; Offenders will be banned from our group ; IF you want to know more friends come to our events and meet us face to face and request for numbers face to face ; it will be a private matter between friends if you exchange numbers privately on your own efforts e) For room hopping during events; For Room hoppers kindly ask for consent from the other members who is already in the room before putting in your song ; its basic courtesy to ask for consent to put and insert songs if you just join a new room ; Just like to highlight our stand on this f) Each Singer in a room is entitled to singing one song per round participant can choose the various songs they want to sing and just insert it to the top when it is their turn. Friends singing duet songs count as one song for each song ; They can also request to Sing Duet in other rooms with the Approval of the singers in the other room (will be flexible) Kindly note that this is a request and singers have all the right to say no to a spectator request for whatever reason they have. Kindly refrain from hogging to the mic when it is not your turn. Kindly refrain from cutting another member turn to sing We are all here to have fun and it will be good to RESPECT each other f) Total of 5 Medium Rooms Maximum Capacity of 30 Singers (including room hoppers, late comers early leavers) Looking forward to seeing you during this event and making New Friends Program for the day 12.30 -4.30 pm Our Ktv Meetup 5 pm Dinner at nearby place (Not compulsory but spaces of up to 30 pax will be arrange at a nearby restaurant )

Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

Join the Columbus AI community for a special event. **Battle of the Personal Agents** is your chance to see what people are actually building with AI agents and personal automation systems. Whether you’re running OpenClaw, Hermes, or a completely custom solution, bring your agent and show the community how it works. We’re interested in real-world implementations: the problems your agent solves, how you use it day-to-day, how it’s hosted and managed, how you built it, and why you’ve chosen to keep using it. Live demonstrations are encouraged, so be prepared to show your code, architecture, workflows, and your agent performing real tasks. This is less about polished presentations and more about sharing practical experience, comparing approaches, and learning from one another. If you’d like to present, please contact Chris Slee (via meetup) before the event so we can allocate enough time for everyone’s demonstrations. Come ready to show what you’ve built, discover what others are doing, and maybe find a few ideas worth taking home. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)

Title: Smart Search + AI: An Outcome-Driven Journey from IDP to a Suite of AI Register at the Columbus AWS meetup: [https://www.meetup.com/columbus-aws-amazon-web-services-meetup/events/313426379/](https://www.meetup.com/columbus-aws-amazon-web-services-meetup/events/313426379/) Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

**Abstract:** Motivated by the challenges of detecting extremely rare failures in sophisticated circuit design specifications, we study the problem of efficiently identifying multiple disjoint regions of interest (ROIs) — regions of a continuous, high-dimensional parameter space where a complex, expensive-to-evaluate target function falls below or above a pre-specified threshold. We reframe this problem as a Bayesian sequential decision-making problem and, more broadly, as an instance of strategic agent behavior in continuous spaces: an agent that must allocate a hard evaluation budget intelligently, updating its belief about the unknown function after each observation and choosing the next query to maximize coverage of all disjoint failure regions rather than convergence to a single optimum. This is a *hybrid* event. To attend online, join us on Zoom here at 6pm: [https://iit-edu.zoom.us/j/89379230295?pwd=NdETyE5sdYuSrvsrBZXSBFkUESBVkg.1](https://iit-edu.zoom.us/j/89379230295?pwd=NdETyE5sdYuSrvsrBZXSBFkUESBVkg.1) Meeting ID: 893 7923 0295 Passcode: 5t5WYn **Sponsor**: Grainger will provide the meeting site, as well as snacks for the onsite participants. * **Address:** 222 W Merchandise Mart Plaza, 18th Floor, Chicago, IL 60654 * **Grainger's Overview:** W.W. Grainger, Inc., is a leading broadline distributor with over $17 billion in revenue. At Grainger, We Keep the World Working® by serving more than 4.5 million customers worldwide with maintenance, repair, and operating (MRO) products and services delivered through innovative technology and deep customer relationships. Our machine learning team builds broadly across search, recommendations, product matching, computer vision, and generative AI. * **Logistics**: To access the Grainger office, we require first and last names of those who RSVP'd by Jun 11. Please take the main elevators at the center of the Mart. Attendees will then present their IDs when they arrive at the front desk on the 18th floor.

## 🤝 Host Information A co-hosted event by ProductTank Columbus & Women in Product Columbus 💡 About the Workshop AI adoption is stalling across organizations — not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge. This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow. Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption — no guesswork required. 🛠️ What to Bring Laptop: Fully charged and ready to go. AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!) 🍕 Logistics & Perks Food & Drink: Pizza and drinks provided! Parking: Plenty of free spaces available on-site. ###

We are bringing Microsoft Build sessions to Columbus Ohio! The Central Ohio Azure Meetup and Central Ohio .NET Developer's Group (CONDG) are coming together to bring some of the labs and breakouts from Microsoft Build to your backyard. In this free, 1 day event, you are going to Build stuff with us! And yes, there will be free food. Please RSVP via [Microsoft Build //localhost:columbus | Microsoft Reactor](https://developer.microsoft.com/en-us/reactor/events/27247/).

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.