Artificial Intelligence Applications

This month, we return to the crowd-favourite topic of Agentic Systems & Harnesses! Talks: **"Patterns of Successful Agent Harnesses" - Sam Witteveen** In a talk he previously delivered at Google Cloud Next in Las Vegas, Sam will focus on the core patterns and components of successful agents and harnesses, covering patterns from coding agents like Claude Code & Codex through personal agents like OpenClaw & Hermes. These patterns clearly show what is working in building modern agents. **"Trying to download more RAM for my life" - Raghav Bhardwaj** In this lightning talk, Raghav describes his month-long journey hacking in OpenClaw to build a personal agent OS. He goes over changes made for continuity across hundreds of projects, and turning scattered chats, files, tasks, tools, and memories into a working loop that can keep up with the mess. **"Local Models & Self-Evolving Harnesses" - Martin Andrews** In his talk, Martin will first explain how a number of the recently announced self-updating harness systems work. Then, in light of the recent turbulence in the world of Foundation Models, he'll talk about Local Models, and how to increase business robustness. **FOOD UPDATE :** Google has told us that **there WILL BE** pizza at the event \-\-\- Talks will start at 7:10pm (entry at 6:45pm) and end at around 9:00pm, at which point attendees can come up to the front for a bit of a chat with each other, and the speakers. Due to some recent security incidents at the venue please take note of the new DevSpace security procedures [https://bit.ly/devspace-security](https://bit.ly/devspace-security) Attendees will not be admitted later than 15min after the talks have started. As always, we're actively looking for more speakers - both '30 minutes long-form', and lightning talks. For the lightning talks, we welcome folks to come and talk about something cool they've done with keras, PyTorch, JAX and/or Deep Learning for 5-10mins (so, if you have slides, then #max=10). We believe that the key ingredient for the success of a Lightning Talk is simply the cool/interesting factor. It doesn't matter whether you're an expert or an enthusiastic beginner: Given the responses we have had to previous talks, we're sure there are lots of people who would love to hear what you've been playing with. If you're interested in talking, please just introduce yourself to Martin at one of the events.

## Struggling to Get Leads from People Who Don’t Know You? You’re posting content… trying different strategies… maybe even using AI tools… But still not getting consistent leads or customers. If that sounds familiar, this session is for you. ## How AI Can Help You Attract Cold Leads (Without Overcomplicating It) In this live, in-person workshop, you’ll learn simple and practical ways to use AI to: * Reach cold audiences more effectively * Generate interest without sounding “salesy” * Create content that attracts potential customers * Approach lead generation in a clearer, more structured way Everything will be explained in a beginner-friendly manner — no technical background required. ## Imagine Having a Clearer Way to Attract Customers Instead of guessing what works… You’ll start to see how to: * Turn strangers into interested leads * Use AI to save time and effort * Build a simple approach to attract potential customers This session focuses on practical understanding — not theory. ## Secure Your Seat This is a small-group, in-person session to ensure quality learning and interaction. 👉 Reserve your seat now to learn how to start attracting leads and customers using AI.

**ANNOUNCEMENT – Registration via this [link](https://go.gov.sg/stackmeetup-25jun2026) only.** Singpass is the backbone of Singapore's national digital identity, but what does it actually take to run, scale, and evolve the infrastructure beneath? In this engineering-focused Meetup, we'll trace the evolution of Singpass’ infrastructure from its early days to the present. Deep dive into the modern architectural strategies being deployed today by the team to ensure that this critical digital product is secure and resilient by default. Moving past the buzzwords, we will dissect what truly constitutes PaaP or Platform as a Product, and pull back the curtain on the real-world realities of leading a platform engineering team. Whether you are currently building internal tooling or seeking inspiration on scaling your cloud-native systems, this session will challenge you to rethink how your organisation can approach infrastructure.​ Who should attend: ​​Software Engineers, Cloud and Infrastructure professionals, and Product Managers working on infrastructure platforms. Attendees should have a basic understanding of Kubernetes or Cloud Service Providers. **Programme** 6:30pm: Networking 7:00pm: Introduction By STACK Community 7:05pm: Opening By Tay Li Soon, Deputy Director, Product Management and Head of Product, Singpass, GovTech Singapore 7:15pm: What’s In A Platform? The evolution of Singpass infrastructure and the latest unification efforts [Part 1] By Lian Yuanlin, Engineering Manager, Core Platform, Singpass 7:35pm: What’s In A Platform? The evolution of Singpass infrastructure and the latest unification efforts [Part 2] By Adinda Savitri, Lead Product Manager, Core Platform, Singpass 8:00pm: Q&A 8:30pm: End of STACK Meetup Click **[here](https://go.gov.sg/stackmeetup-25jun2026)\*** to sign up! \*Registration will be accepted via GovEntry only.

**You’ve built a career—but are you building something that truly matters?** If you’ve ever wondered whether your skills could be used for something more meaningful, you’re not alone. Join us for a morning walk near Raffles Place for networking and knowledge sharing focused on meaningful work and venture building. Connect with like-minded professionals and founders, engage in meaningful conversations, and discover opportunities to contribute to a more sustainable future. This meetup is the perfect platform to expand your network, exchange ideas, and learn the secrets behind venture building. Let’s explore how your experience can help build a better future—alongside others who are turning that same restlessness into real impact. [Note: Please be on time as this is a walk! We may grab a coffee after the walk, so please message me if you would like to join for that only!]

## Details **♟️ Geek Out, Stress Out 🎯** **Note:** If you are hosting games, you can create a session under this event via this URL: [https://playbojio.vercel.app/](https://playbojio.vercel.app/) Ready to flex that board game brain? This night is for the seasoned gamers, the engine-builders, the tableau tacticians, and the worker placement pros. We're diving into the deeper end of the tabletop pool—**strategy games that challenge, engage, and maybe even melt your brain (in a good way).** Whether you're plotting your next move in a Euro classic or trying out a hot new release, this is your space to **go big on games** and connect with fellow strategy lovers. Bring your A-game, bring your favorite titles to share, and let’s get into the good stuff. **Venue:** Geekster **Time:** 7pm to 11pm (Every Thu) **Address:** 100 Lorong 23 Geylang #03-02 S388398 (Near to Aljunied MRT, take the shorter path at Atrix Bulding) **Fee:** Option A: Roll 2 dice and the sum will be the entry fee Option B: S$8 per entry Both options come with **ONE** complimentary drink **🎲 Play Arena Rules 🎲** 1️⃣ Max capacity: 24 people (excluding Geekster). RSVP is first come, first served. If you can’t make it, please de-RSVP so others on the waitlist can join. ✅🔄 2️⃣ Be respectful—no excessive noise or aggressive behavior. 🚫🎭 3️⃣ You’re welcome to bring your own games! Just make sure they’re ***clean*** and ***mold-free***. Comment below with what you're bringing. 😊🎲 4️⃣ Handle all games with care. Damage to Geekster’s games may incur a replacement fee. 💸⚠️ 5️⃣ No outside food or drinks (except plain water). Keep food and drinks away from games. 🚱🍔 6️⃣ Feeling unwell? Please stay home. Hosts may deny entry if needed. 🤒❌ 7️⃣ Keep an eye on your belongings; management isn’t responsible for lost items. 🎒👀 8️⃣ Theft = police report + permanent ban. 🚔🚨 Please join our **Telegram** group here for more details/updates: [https://t.me/+6r-3vSQcxwNjZjM1](https://t.me/+6r-3vSQcxwNjZjM1) **CONNECT WITH US!** **📌 Follow us on** [IG](https://www.instagram.com/geekster.sg/) **📌 Check out our latest arrivals and pre-orders on our** [website](https://www.geekster.sg/)

Hi everyone, We will be having our monthly meetup event on 27th June Saturday at 2pm at Two Blur Guys cafe (Level 2 Lecture Room) at 387 Jalan Besar. Look for Mr Teddy Lee when you reach the place. My hp no. is 9645 7493. This is a AI Lead Generation Masterclass and networking event for everyone interested in AI or ChatGPT and to discuss about the latest developments in the use of AI for Lead Generation. You can join our LinkedIn group at [https://www.linkedin.com/groups/14301790/](https://www.linkedin.com/groups/14301790/) and also our Telegram group at [https://t.me/+oJTJ-6fBKs04MTI1](https://t.me/+oJTJ-6fBKs04MTI1) Event Description: ✅ How AI is transforming lead generation and telemarketing ✅ Common challenges in traditional sales prospecting and how to overcome them ✅ How AI-powered calling can engage prospects 24/7 ✅ Best practices for qualifying leads automatically before handing them to your sales team ✅ Real-world examples of businesses using AI to increase productivity and reduce operating costs ✅ How to integrate AI outreach into your existing sales process Speaker: Eron Hwang • **Eron Hwang** has built his career around helping businesses acquire customers and secure growth opportunities. Beginning in the IT industry before moving into insurance advisory and SME financing, he has accumulated over 8 years of experience in sales, business development, and client engagement. • As an advocate for AI-driven business solutions, Eron now works with companies to modernize their lead generation processes through AI telemarketing and automation technologies. His sessions focus on practical, real-world strategies that help SMEs increase sales productivity and stay competitive in an evolving business landscape. Agenda • 2pm start of registration • 230pm start of sharing by the speaker from AI Nexus Communications Pte. Ltd. • 250pm Q&A session • 3pm start of networking event • 4pm end of event Note: Please bring along your name cards for networking purposes or exchange your LinkedIn profile is also possible.

Ace Your Writing Workshop: Master A-Level General Paper Essay Writing Trying to turn facts into strong, persuasive arguments for your A-Level General Paper? Join this focused, hands-on workshop to master argumentative techniques, rhetorical strategies, and persuasive writing styles. Learn practical frameworks and proven tips to write with greater clarity, structure, and impact. Details Friday, 26 June 20263:00 PM – 5:00 PM Fee: $10 (Limited seats) Location shared upon registration Perfect for A-Level students who want to improve their essay writing and score higher in the General Paper. Brought to you by Elleron Asia, in collaboration with Asia AI Association (AAIA) and Casco Publications. \*Speaker Profile\* Pauline Natalie is the author of the Ace Your Writing series, including Writing the World: The Dynamic Student’s Guide to A-Level General Paper. With a background in education and technology governance, Pauline delivers interactive workshops that equip students with tools they can immediately apply to improve their A-Level General Paper performance. She specialises in helping students develop clear, persuasive, and well-structured writing through practical techniques and real exam-focused strategies.

Ace Your Writing Workshop: Master A-Level General Paper Essay Writing Trying to turn facts into strong, persuasive arguments for your A-Level General Paper? Join this focused, hands-on workshop to master argumentative techniques, rhetorical strategies, and persuasive writing styles. Learn practical frameworks and proven tips to write with greater clarity, structure, and impact. Details Friday, 26 June 20263:00 PM – 5:00 PM Fee: $10 (Limited seats) Location shared upon registration Perfect for A-Level students who want to improve their essay writing and score higher in the General Paper. Brought to you by Elleron Asia, in collaboration with Asia AI Association (AAIA) and Casco Publications. \*Speaker Profile\* Pauline Natalie is the author of the Ace Your Writing series, including Writing the World: The Dynamic Student’s Guide to A-Level General Paper. With a background in education and technology governance, Pauline delivers interactive workshops that equip students with tools they can immediately apply to improve their A-Level General Paper performance. She specialises in helping students develop clear, persuasive, and well-structured writing through practical techniques and real exam-focused strategies.

Hi everyone, We will be having our monthly meetup event on 27th June Saturday at 2pm at Two Blur Guys cafe, Level 2 Lecture Room at 387 Jalan Besar. Look for Mr Teddy Lee when you reach the place. My hp no. is 9645 7493. This is a networking and talk event for everyone interested in AI Lead Generation Masterclass or ChatGPT and to discuss about the latest developments in the use of AI in Lead Generation. You can join our LinkedIn group at [https://www.linkedin.com/groups/14301790/](https://www.linkedin.com/groups/14301790/) and also our Telegram group at [https://t.me/+oJTJ-6fBKs04MTI1](https://t.me/+oJTJ-6fBKs04MTI1) ## **Event Description:** ✅ How AI is transforming lead generation and telemarketing ✅ Common challenges in traditional sales prospecting and how to overcome them ✅ How AI-powered calling can engage prospects 24/7 ✅ Best practices for qualifying leads automatically before handing them to your sales team ✅ Real-world examples of businesses using AI to increase productivity and reduce operating costs ✅ How to integrate AI outreach into your existing sales process ## **Speaker’s Profile: Eron Hwang** • **Eron Hwang** has built his career around helping businesses acquire customers and secure growth opportunities. Beginning in the IT industry before moving into insurance advisory and SME financing, he has accumulated over 8 years of experience in sales, business development, and client engagement. • As an advocate for AI-driven business solutions, Eron now works with companies to modernize their lead generation processes through AI telemarketing and automation technologies. His sessions focus on practical, real-world strategies that help SMEs increase sales productivity and stay competitive in an evolving business landscape. Agenda • 2pm start of registration • 230pm start of sharing by the speaker from AI Nexus Communications Pte. Ltd. • 250pm Q&A session • 3pm start of networking event • 4pm end of event Note: Please bring along your name cards for networking purposes or exchange your LinkedIn profile is also possible.

Ace Your Writing Workshop: Master A-Level General Paper Essay Writing Trying to turn facts into strong, persuasive arguments for your A-Level General Paper? Join this focused, hands-on workshop to master argumentative techniques, rhetorical strategies, and persuasive writing styles. Learn practical frameworks and proven tips to write with greater clarity, structure, and impact. Details Friday, 26 June 20263:00 PM – 5:00 PM Fee: $10 (Limited seats) Location shared upon registration Perfect for A-Level students who want to improve their essay writing and score higher in the General Paper. Brought to you by Elleron Asia, in collaboration with Asia AI Association (AAIA) and Casco Publications. \*Speaker Profile\* Pauline Natalie is the author of the Ace Your Writing series, including Writing the World: The Dynamic Student’s Guide to A-Level General Paper. With a background in education and technology governance, Pauline delivers interactive workshops that equip students with tools they can immediately apply to improve their A-Level General Paper performance. She specialises in helping students develop clear, persuasive, and well-structured writing through practical techniques and real exam-focused strategies.

Hi everyone, We will be having our monthly meetup event on 27th June Saturday at 2pm at Two Blur Guys cafe, Level 2 Lecture Room at 387 Jalan Besar. Look for Mr Teddy Lee when you reach the place. My hp no. is 9645 7493. This is a networking and talk event for everyone interested in AI for Lead Generation Masterclass or ChatGPT and to discuss about the latest developments in the use of AI in Lead Generation. You can join our LinkedIn group at https://www.linkedin.com/groups/14301790/ and also our Telegram group at https://t.me/+oJTJ-6fBKs04MTI1 ## **Event Description:** ✅ How AI is transforming lead generation and telemarketing ✅ Common challenges in traditional sales prospecting and how to overcome them ✅ How AI-powered calling can engage prospects 24/7 ✅ Best practices for qualifying leads automatically before handing them to your sales team ✅ Real-world examples of businesses using AI to increase productivity and reduce operating costs ✅ How to integrate AI outreach into your existing sales process ## **Speaker’s Profile: Eron Hwang** • **Eron Hwang** has built his career around helping businesses acquire customers and secure growth opportunities. Beginning in the IT industry before moving into insurance advisory and SME financing, he has accumulated over 8 years of experience in sales, business development, and client engagement. • As an advocate for AI-driven business solutions, Eron now works with companies to modernize their lead generation processes through AI telemarketing and automation technologies. His sessions focus on practical, real-world strategies that help SMEs increase sales productivity and stay competitive in an evolving business landscape. Agenda • 2pm start of registration • 230pm start of sharing by the speaker from AI Nexus Communications Pte. Ltd. • 250pm Q&A session • 3pm start of networking event • 4pm end of event Note: Please bring along your name cards for networking purposes or exchange your LinkedIn profile is also possible.

**Curious about how AI is changing the legal profession and what that means for every knowledge worker?** Join us for this week's **The Stage**, our weekly lightning session where founders, builders, and operators share practical ideas, real experiences, and lessons they're actively applying today. Expect actionable insights, thoughtful discussions, and plenty of opportunities to connect before getting back to building. ### **Topic** **State of AI Adoption in the Legal Industry** ### **Speaker** **[Zeng Hanyi](https://www.linkedin.com/in/zenghanyi/)** Hanyi has worked as a litigation, arbitration, and investigations lawyer across leading Singapore and international law firms, as well as serving as in-house counsel in the oil & gas industry. Today, he explores what it means to become an **Authentically Integrated Lawyer**—embracing AI while staying grounded in professional judgment and ethics. ### **What You'll Learn** As AI reshapes professional services, the legal industry sits at the intersection of innovation, expertise, and responsibility. In this session, Hanyi shares his personal journey of adopting AI in legal practice, the opportunities it unlocks, the risks it introduces, and what every knowledge worker can learn from the legal profession's experience. Whether you're a founder, builder, consultant, or simply curious about AI's impact on specialized work, you'll leave with fresh perspectives on integrating AI thoughtfully into your own workflow. ### **You'll Leave With** ✅ A clearer understanding of how AI is transforming legal work ✅ Practical insights for adopting AI in knowledge-intensive professions ✅ A balanced perspective on the opportunities, limitations, and risks of AI in professional practice Bring your questions, grab your laptop, and stay afterwards to continue building alongside the community. [Get your Free Ticket here! ](https://luma.com/sxhi40i8)

🤖 **Create a Working AI Agent – OpenClaw Workshop** Create a working AI agent from your browser in one session. No prior coding needed. ⚠️ Register via the link below to secure your place — RSVP won't do it. ### [🔗 CLAIM YOUR PLACE](https://aiventurelab.org/product/OpenClawMasterclass?city=Columbus&groupurlname=network-of-book-lovers-and-discussion-meetups&startgmtdatetime=2026-06-30T22:00:00Z) --- What you get: - A real, working AI agent by the end of the session - A browser-based setup you can use immediately - Hands-on experience building AI workflows from scratch *Don't just use AI. Build it.* 🤖

💰 **Build Passive Income with AI Ebooks – Masterclass** Build a passive publishing business with AI — from idea to income. ⚠️ Your spot is only held once you complete registration below. ### [🔗 SAVE YOUR SEAT](https://aiventurelab.org/product/AIEbookBusiness?city=Columbus&groupurlname=network-of-book-lovers-and-discussion-meetups&startgmtdatetime=2026-06-30T22:00:00Z) --- What's covered: - Publish across platforms for passive income - Format and list ebooks so they actually sell - Find profitable niches using AI research tools *One system. Recurring income.* ✍️

* Who Can Attend \* The Central Ohio .Net Developers Group meetings are free and open to the public! All developers; professional, student, and hobbyist are welcome and encouraged to attend. * When we meet \* The Central Ohio .Net Developers Group meets on the 4th Thursday of every month. * Where we meet \* Please check our Meetup group link below for the latest location details! * Join our Meetup Group \* https://www.meetup.com/Central-Ohio-NET-Developers-Group-CONDG/

🛒 **AI Store on Autopilot – eCommerce Blueprint** Let AI handle product research, ads, and fulfilment while you scale. ⚠️ RSVP won't hold your spot. Complete registration via the link below. ### [🔗 REGISTER NOW](https://aiventurelab.org/product/AIEcommerce?city=Columbus&groupurlname=network-of-book-lovers-and-discussion-meetups&startgmtdatetime=2026-06-30T22:00:00Z) --- What you'll build: - A store setup strategy that cuts setup time in half - Passive income streams you can scale fast - A repeatable blueprint that works from day one *Your automated store. Running 24/7.* 🛒

**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