Quantitative Analysis

OpenClaw, NemoClaw, personal assistants, 24/7 agents. What does it all mean? How does it all work and what should we know about it? 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.transformlabs.com/services)

**🥰 Indianapolis, Indiana, USA Virtual Speed Dating – Hosted, Matched & on Zoom** Real conversations with real locals — all from your couch. Short, hosted rounds on Zoom with Indianapolis, Indiana, USA singles matched to your age group and personality. No awkward silences — just easy conversation. **Register for your age group:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=390.0&productType=onlineSpeedDating&city=Indianapolis%2C%20Indiana%2C%20USA&groupurlname=rose-quartz-singles&ar=18-32&face_v=6.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=390.0&productType=onlineSpeedDating&city=Indianapolis%2C%20Indiana%2C%20USA&groupurlname=rose-quartz-singles&ar=30-46&face_v=6.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=390.0&productType=onlineSpeedDating&city=Indianapolis%2C%20Indiana%2C%20USA&groupurlname=rose-quartz-singles&ar=40-58&face_v=6.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=390.0&productType=onlineSpeedDating&city=Indianapolis%2C%20Indiana%2C%20USA&groupurlname=rose-quartz-singles&ar=55+&face_v=6.0) **⚠️ RSVP alone doesn't secure your spot.** You must register through your age group link below and complete the personality quiz. Places are limited. --- 🎯 **Perfect for:** - People getting back into dating after a break - Indianapolis, Indiana, USA locals looking for personality-matched dates - People tired of dating apps who want real conversation - Introverts who do better in one-on-one chats - Anyone who prefers connecting online before meeting in person ⭐ *"10/10. The host was great and I actually enjoyed the dates."* – Indianapolis, Indiana, USA first-timer **Event Details** - **Format:** Live on Zoom – guided rounds from home - **Location:** Anywhere you're comfortable – no venue, no commute - **Host:** Professional host keeping things smooth and relaxed - **Vibe:** Good vibes, real people, genuine conversation - **Tech:** Zoom, webcam, and decent Wi-Fi - **Duration:** Around 90 minutes - **Rounds:** Several short one-on-one rounds **How It Works** 1. **Sign up** – Click the link for your age range above. 2. **Take the personality quiz** – We use it to match you with compatible Indianapolis, Indiana, USA singles. 3. **Log in** – Join the Zoom session from home. The host runs everything. 4. **Speed date** – One-on-one rounds with personality-matched Indianapolis, Indiana, USA locals. 5. **See your matches** – Find out who you clicked with after the event. 💡 **Tip:** Test your Zoom and find a quiet, well-lit spot beforehand. --- ✨ One Zoom call, real conversations, real matches. See you there. 💘 ✨

**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

**💞 Effortless Online Speed Dating – No Pressure, Authentic Connections, Beginners Welcome!** **⚠️ IMPORTANT: Your RSVP Does NOT Secure a Place!** To confirm your spot, you **must** register and finish the personality quiz using one of the age group links below. Pick your age range, click to register, and take the quiz. **Places are limited** – don't delay! **📌 Sign Up for Your Age Group Here:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=390&productType=onlineSpeedDating&city=Indianapolis&groupurlname=rose-quartz-singles&ar=18-32&face_v=6.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=390&productType=onlineSpeedDating&city=Indianapolis&groupurlname=rose-quartz-singles&ar=30-46&face_v=6.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=390&productType=onlineSpeedDating&city=Indianapolis&groupurlname=rose-quartz-singles&ar=40-58&face_v=6.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=390&productType=onlineSpeedDating&city=Indianapolis&groupurlname=rose-quartz-singles&ar=55+&face_v=6.0) --- 🎉 **Up for something fresh from the comfort of your home?** Let's do this! We've guided thousands of newcomers into discovering how fun speed dating from home can be. Quick, enjoyable conversations with compatible singles – it's simpler than you'd expect and far more rewarding than any dating app. 🎯 **Perfect for:** - Singles who feel uneasy about meeting in person and prefer starting from home - Newcomers who want a relaxed, hosted experience - First-time speed daters after a friendly, easy-going experience - Working professionals who prioritise their time and comfort - Anyone who feels uneasy about conventional dating scenes **How It Works** 1. **Choose Your Age Range** – Click the link for your age group and complete sign-up. 2. **Answer a Few Quick Questions** – Our quiz helps pair you with compatible Indianapolis singles. 3. **Hop on Zoom** – Pour yourself a drink, get settled, and let the host walk you through each round. 4. **The Fun Part** – Rotate through rounds of lively chats with pre-matched Indianapolis singles. 5. **Discover Your Matches** – We’ll let you know about any mutual interest afterwards. The rest is up to you! **Event Details** - **Format:** Virtual on Zoom – organised rounds in a warm, easy-going setting - **Location:** Wherever you’re most relaxed – that’s your date spot tonight - **Host:** Skilled facilitator who guides first-time speed daters with patience - **Vibe:** Light-hearted, casual speed dates with open-minded Indianapolis singles ⭐ *"The personality quiz genuinely works. My matches were spot on!"* – Delighted first-timer **Frequently Asked Questions** **What if I'm shy or introverted?** You're in exactly the right place! The virtual format and hosted conversations make it comfortable and easy for everyone. **What happens after the event?** We share mutual matches after the event wraps up. If you both liked each other, we help you connect! --- ✨ Newcomers always welcome. Join hundreds of Indianapolis singles who found connection online! 💗 ✨

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **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

**✨ Zoom Speed Dating for Fort Wayne, Indiana, USA Locals – Age & Personality Matched** A hosted online speed dating event for Fort Wayne, Indiana, USA locals. Short, hosted rounds on Zoom with Fort Wayne, Indiana, USA singles matched to your age group and personality. No awkward silences — just easy conversation. **Pick your age group and register:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=390.0&productType=onlineSpeedDating&city=Fort%20Wayne%2C%20Indiana%2C%20USA&groupurlname=rose-quartz-singles&ar=18-32&face_v=6.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=390.0&productType=onlineSpeedDating&city=Fort%20Wayne%2C%20Indiana%2C%20USA&groupurlname=rose-quartz-singles&ar=30-46&face_v=6.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=390.0&productType=onlineSpeedDating&city=Fort%20Wayne%2C%20Indiana%2C%20USA&groupurlname=rose-quartz-singles&ar=40-58&face_v=6.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=390.0&productType=onlineSpeedDating&city=Fort%20Wayne%2C%20Indiana%2C%20USA&groupurlname=rose-quartz-singles&ar=55+&face_v=6.0) **⚠️ Important: RSVP ≠ registration.** To attend, pick your age group below, sign up, and finish the personality quiz. Places are limited. --- 🎯 **Perfect for:** - Anyone who prefers connecting online before meeting in person - People getting back into dating after a break - People tired of dating apps who want real conversation - Introverts who do better in one-on-one chats **Event Details** - **Format:** Virtual on Zoom – hosted and structured - **Location:** From home – just need Wi-Fi and a webcam - **Host:** Experienced host running the evening - **Vibe:** Good vibes, real people, genuine conversation **How It Works** 1. **Register** – Pick your age group above and sign up. 2. **Take the personality quiz** – We use it to match you with compatible Fort Wayne, Indiana, USA singles. 3. **Get on Zoom** – Join the call and your host will guide you through. 4. **Meet your matches** – Rotate through quick chats with compatible Fort Wayne, Indiana, USA singles. 5. **See your matches** – Find out who you clicked with after the event. 💡 **Tip:** Just be yourself. That's what works best. **Frequently Asked Questions** **How long are the chats?** A few minutes each — enough to get a feel for someone. **Is my info private?** Yes. Contact details are only shared on mutual match. **Do I need anything besides Zoom?** Nope. Zoom, a webcam, and Wi-Fi is all you need. **What's the personality quiz for?** It helps us pair you with compatible people. --- ✨ Meet Fort Wayne, Indiana, USA singles from home. Register and we'll handle the rest. 💞 ✨

A fun way to compare wines from two different countries at a time. House Wine is squaring off two countries' wines against each other each Thursday in March. March 12, March 19, March 26, and the Finals April 2nd. Meet and Greet format....show up after 7pm, pay your $15 at the cash register, get your wine glass, and enjoy. I will get a table reserved for the group. Remember, you may bring in your own food or takeout. Attendance is your agreement to the Group's Waiver of Liability terms. See our Group homepage for details. Parking is tough at House Wine; there is a municipal lot one-half block north of the shop and sometimes parking at the lot behind Jet Pizza, accessed by the lane between the east House Wine parking lot and the residence to the east.