Smart Cities

Join us for another optional writing session! Feel free to bring a project you're already working on or start something new with us. If anything interesting comes up while you're writing, you can share it with the group, but no pressure!

# Liberia's Housing Market: Rental Demand, Affordability & Real Estate Investment Opportunities What kind of housing do Liberians actually want? How much rent can families realistically afford? What amenities matter most when choosing where to live? And where are the biggest opportunities for investors seeking long-term rental income in one of West Africa's fastest-growing urban markets? Join the Africa Development & Capital Forum for a special presentation examining Liberia's housing market through ongoing market research, resident feedback, and real-world development opportunities. This event will explore what Liberian residents are saying about housing affordability, rental demand, infrastructure needs, and community preferences—and what those findings mean for investors, developers, entrepreneurs, and members of the African diaspora interested in participating in Africa's growth. While many discussions about African real estate focus on broad economic trends, this session takes a different approach: listening directly to the people who will ultimately live in these communities. Through ongoing housing market research in Monrovia and surrounding areas, clear patterns are emerging regarding affordability, household needs, infrastructure priorities, and the types of housing that remain underserved. ## What You'll Learn ### The State of Housing Demand in Liberia Liberia continues to experience rapid urban growth while facing significant housing challenges. We'll examine: * Current housing conditions * Rental market dynamics * Population and urbanization trends * The gap between housing supply and demand * Opportunities created by unmet demand ### What Residents Actually Want in a Community Many developments fail because they are designed around assumptions rather than market realities. We'll discuss what residents consistently identify as priorities, including: * Reliable electricity * Running water * Internet connectivity * Security * Recreational spaces * Retail and commercial amenities * Family-friendly environments These insights provide valuable guidance for anyone considering future housing developments. ### Housing Affordability and Market Opportunities One of the most important questions for any developer or investor is affordability. This presentation will examine: * Rental affordability trends * Pricing realities in the market * Underserved renter segments * Opportunities for workforce and affordable housing * Balancing affordability with investment returns ### Building a Sustainable Rental Community We'll also discuss the concept currently being explored through Minzo Africa's market research: A modern residential community featuring: * Apartment buildings * Single-family homes * Reliable utilities * High-speed internet * Shopping and commercial services * Community spaces * Safe and well-managed infrastructure The discussion will focus on how market research can help determine the right mix of housing types, pricing strategies, and amenities before construction begins. ### Opportunities for Investors and the African Diaspora As housing demand continues to grow across West Africa, many investors are looking for opportunities that combine financial returns with meaningful community impact. Topics will include: * Rental income opportunities * Buy-and-hold investment models * Mixed-income community development * Diaspora participation in African real estate * Market risks and considerations * Long-term growth potential ## Who Should Attend? This event is ideal for: * Real estate investors * African diaspora professionals * Entrepreneurs * Developers * Community leaders * Students and researchers * Anyone interested in Africa's housing and economic future No prior real estate experience is required. ## Why Attend? The most successful real estate investments begin with understanding the market. This event offers a unique opportunity to explore emerging housing trends in Liberia, learn what residents actually want, and discuss practical opportunities for creating communities that are both financially sustainable and socially impactful. Whether you're considering future investments, exploring development opportunities, or simply interested in Africa's growth story, you'll leave with valuable insights into one of West Africa's most important and underserved markets. ## Event Details Date: Tuesday, June 2, 2026 Time: 10:30 AM – 12:30 PM Location: Benning / Dorothy I. Height Neighborhood Library 3935 Benning Road NE Washington, DC 20019 Cost: Free Registration Required Come learn what the market is telling us—and what it could mean for the future of housing in Liberia.

Let's explore Adams Morgan!. **Route:** *See map below or screenshot, the route is complex. - Highlights: Duke Ellington Bridge, Walter Pierce Park, Rabaut Park, Meridian/Malcom X Park, 18th street, Kalorama Park **Millage:** 5.1 **Map:** [map](https://www.komoot.com/tour/2566690466?share_token=aEyh685wJjeevYwZ8ZTnb3W5nPLU2XeBwyMp264KxeEV2qXf1L&ref=) (komoot), [map alt](https://caltopo.com/m/FF5SHAC) (caltopo) **Start/End Location (loop):** Woodley Park-Zoo/Adams Morgan metro **Time:** \~6:30PM-8:45PM **Terrain:** There will be paved and level ground, with some hills. \-\-\- We try to be punctual with our event times so please be respectful to others and show up a few minutes early. Note, we often limit the RSVPs to keep group sizes manageable. If you are on the waitlist but would really like to join, reach out to the organizer. Our events prioritize metro accessibility by meeting and ending at metro stations. Sometimes we start/stop at the same station, sometimes we do not. Please double check the event description to see if you can manage transportation. If you've enjoyed our walks please consider donating a few bucks to help us keep this group running (meetup is expensive!). [Donation Link](https://venmo.com/code?user_id=2158403661070336114)

Let's go back and play some Pour House Trivia at Crystal City Sports Pub! CCSP is a classic sports bar with a nice menu of pub fare. The game is held on the \*third floor\* of the venue, where all the trivia players will be! There should be parking in the surrounding neighborhood, and the venue is also accessible by bus and Metrorail. Note that this game starts at \*7:30 pm\*, so please arrive by 7:15 to find us and get situated. Hope to see you there!

[Profs and Pints DC](https://www.profsandpints.com/washingtondc) presents: **“Inside the World Cup,”** a scholarly look at preparation for the upcoming soccer tournament and at the likely impact of major global sports events soon to be staged in the United States, with Matt Winkler, founder of American University’s online master’s program in sports analytics and management and former sports executive. [Advance tickets: $13.50 plus sales tax and processing fees. Available at [https://events.ticketleap.com/tickets/profsandpints/dc-world-cup](https://events.ticketleap.com/tickets/profsandpints/dc-world-cup) .] The FIFA World Cup 2026 will soon take place in several cities throughout the U.S., Canada and Mexico. Come to Profs and Pints to get an industry insider’s perspective on it and other global sports events being hosted by American cities, including the 2028 Summer Olympics in Los Angeles and the 2034 Winter Olympics in Salt Lake City. Learn about the preparation for these events, about their projected economic and cultural impact, and about remaining uncertainties surrounding them with Matt Winkler, a scholar and teacher of sports management and business with years of experience working with the World Cup, the Olympics, and various professional sports leagues. He’ll discuss issues related to the FIFA World Cup’s governance, site preparation, security, fan management, and tourist visas, and he’ll weigh how the $13 billion dollars in revenue projected to be generated by the tournament compares to the costs of staging 104 games between 48 countries. He’ll delve into how the tournament symbolizes a pivotal moment in the evolution of soccer in America, with global games broadcast all over American television channels and streaming services. You’ll learn how the 1994 World Cup in the United States significantly boosted soccer’s popularity—leading to increased youth participation and the establishment of Major League Soccer—and how the sport has continued to rapidly gain traction here in recent years. We’ll consider how the World Cup marks the beginning of an unprecedented run of major global sports events in the U.S., including not just summer and winter Olympics but, in 2031, the U.S.-hosted FIFA Women’s World Cup and 2033 men’s and women’s rugby World Cups. Among the questions Winkler will tackle: How will the U.S.-Israel attacks on Iran affect the World Cup? How will tickets sell, and at what price? (Doors: $17, or $15 with a student ID. Listed time is for doors. The talk starts 30 minutes later.) Image: Soccer being played in New Jersey’s MetLife Stadium, one of the venues hosting the 2026 FIFA World Cup.

Hi everyone! Tuesday Night Skates are in full effect! Meet every Tuesday outside of the NOMA-Galladudet U Station at the North entrance (1305 2nd St NE). We will head out at 7pm sharp for an 8 mile skate followed by pizza! We'll skate up the Metropolitan Branch Trail to the Ft. Totten Metro station and back down the trail to M St NE for pizza at Andy's. See ya there! This skate is led by Asher and myself. 🛼 This ride is BEGINNER FRIENDLY! While the full ride is 8 miles long, you have the option to tap out at one of the three red line metro stations along the route in both directions. You'll also have an opportunity to learn new skills and practice drills with the skate leaders at our regroupping spots along the route. The tap out points are as follows: 2 miles: Rhode Island Ave Metro 2.5 miles: Brookland Metro 4 miles: Ft Totten Metro 6 miles: Brookland Metro (on the way back) 7 miles: Rhode Island Ave Metro (on the way back) 8 miles: Andy's Pizza This is a great way to test and build up your endurance while skating! At least one of the skate leaders will skate at your pace, so you'll never be left behind. Join us at Andy's Pizza afterwards for a FREE slice of pizza with the purchase of any alcoholic beverage or N/A lemonade! Route Map: https://www.gmap-pedometer.com/?r=7752153 If we need to cancel one week due to weather or other reasons, we'll update the event page in advance.

Date: June 7 2026 Sunday 10:00 am - Noon EDT Full title: Machine Learning for Reliable Quantum Computing: An Algorithm–Hardware Co-Design Perspective Summary: Reliable quantum computing requires co-design across the full stack, including algorithm structure, compilation, and execution, rather than isolated optimization of any single layer. This talk presents a unified framework in which these layers are jointly optimized under realistic hardware constraints. Structure-aware compilation exploits algorithmic interaction graphs to reduce circuit depth; joint optimization across mapping, term ordering, and algorithm parameters yields significantly improved success probability; and execution-layer analysis reveals that error mitigation effectiveness depends critically on circuit symmetry and native gate choice. While demonstrated on superconducting quantum processors, the underlying co-design principles are potentially transferable across architectures. Building on this foundation, the talk highlights machine learning as the key enabler for closing the feedback loop: data-efficient, parameterized noise models learned directly from workload execution data achieve substantially improved predictive fidelity over vendor models without the overhead of dedicated characterization. These insights situate the co-design perspective within the emerging framework of quantum deep learning. In this broader setting, the talk also presents an operational definition, a unifying taxonomy, and a benchmarking protocol grounded in explicit resource contracts. Speaker: Dr. Yanjun Ji has an interdisciplinary research background in Physics and Computer Science. In 2020, she completed my Master's degree in Theoretical Physics at Saarland University. In 2024, she earned her Ph.D. in Computer Science at the University of Stuttgart. She is currently a postdoctoral researcher at Forschungszentrum Jülich. She is committed to interdisciplinary research at the cutting-edge convergence of quantum computing and artificial intelligence. Her research encompasses both foundational theoretical investigations and the development of practical applications, aiming to serve society and benefit humanity. Moderators: Dr. Pawel Gora, CEO of Quantum AI Foundation [Quantum AI Foundation](https://www.qaif.org/ "https://www.qaif.org/") Dr. Sebastian Zajac, member of QPoland [QPoland - QWorld](https://qworld.net/qpoland/ "https://qworld.net/qpoland/")

DC Code and Coffee is an inclusive, informal co-working session. It's community-led and community-run by devs, for devs. People of all skill levels attend. Whether you’re dev-curious, aspiring, or a professional developer, we’d love to have you! Come chat or learn to code on a Sunday afternoon with coffee and cool-inclusive people. Bring your laptop! We typically meet every month on the weekend. **Join our online community!** For all things Tech in DC and to get latest updates and tech events from the DMV area, join the [DCTech Slack](https://dctech.chat/). All DC Code & Coffee announcements are in the #dccodecoffee channel **How it works** Near the beginning of the event, we do an introduction circle. You say your name, what you can help others with, and what you would like help with. You can also share job opportunities. After the introduction circle, everything is self-organized.

Use Promo code SPRINGME to receive $5.00 off! Purchase tickets here: [https://www.prosinthecity.com/event/speed-dating-washington-dc-16107](https://www.prosinthecity.com/event/speed-dating-washington-dc-15387) Tonight, Professionals in the City is hosting an event for singles age 50 plus. Our Speed Dating Washington DC events are among our most popular singles events so don't miss out! During Speed Dating Washington DC you'll date for approximately one hour, meeting smart and intriguing members of the opposite sex as you spend a few minutes with each new acquaintance. Meet singles and know right away whom you mutually match with. After the speed dating, join us for a night of socializing and more interactions. You’ll also be able to spend time with someone you felt you clicked with during one of your speed dates. There will be a cash bar for this eventful evening, so come and meet other single professionals like yourself and have the time of your life! Then, after the event, use our exclusive online system from home to choose your matches from the people you met at the event. Without disclosing your email address, you'll be able to send messages through our system to anyone who attended. So come to Speed Dating Washington DC and meet that special someone you’ve been looking for. Check in is at 7:00 and the dating begins at 7:20. Please check in at 7:00 so you have a chance to mix and mingle before the dating begins. Numbers are limited at this event so sign up soon!

Let’s talk about how you use AI, what you love and hate about it, learn from others and connect with your tribe!

Use Promo code SPRINGME to receive $5.00 off! Purchase tickets here: [https://www.prosinthecity.com/event/speed-dating-washington-dc-16108](https://www.prosinthecity.com/event/speed-dating-washington-dc-15393) Tonight, Professionals in the City is hosting an event for singles in their 30s and 40s. Our Speed Dating Washington DC events are among our most popular singles events so don't miss out! During Speed Dating Washington DC you'll date for approximately one hour, meeting smart and intriguing members of the opposite sex as you spend a few minutes with each new acquaintance. Meet singles and know right away whom you mutually match with. After the speed dating, join us for a night of socializing and more interactions. You’ll also be able to spend time with someone you felt you clicked with during one of your speed dates. There will be a cash bar for this eventful evening, so come and meet other single professionals like yourself and have the time of your life! Then, after the event, use our exclusive online system from home to choose your matches from the people you met at the event. Without disclosing your email address, you'll be able to send messages through our system to anyone who attended. So come to Speed Dating Washington DC and meet that special someone you’ve been looking for. Check in is at 7:00 and the dating begins at 7:20. Please check in at 7:00 so you have a chance to mix and mingle before the dating begins. Numbers are limited at this event so sign up soon!

PyData London 2026 brings together data scientists, engineers, and researchers from around the world for three days of insightful talks, tutorials, and community connection. Hosted in one of Europe’s leading tech hubs, the event highlights the latest developments in Python, machine learning, and data science. Attendees can expect a mix of cutting-edge research, real-world applications, and opportunities to network with industry leaders. Whether you're a beginner or an expert, PyData London offers something for every level of the data science community. **THIS IS NOT A TICKET- TICKETS MUST BE PURCHASED ON CONFERENCE WEBSITE.** https://pydata.org/london2026

What would it mean to take the possibility of machine consciousness seriously? To approach it as a question that may be studied with rigor? At this DC Digital Minds gathering, group organizer **Jessie Mannisto** will report back from the **Founding Assembly for Machine Consciousness Research** in Berkeley, CA, where researchers and thinkers are working to develop the machine consciousness hypothesis into something more scientifically useful. We’ll talk about what kinds of evidence might support hypotheses of machine conscience or sentience, what concepts researchers are using, where the major uncertainties are, and why these questions may have ethical, social, and policy implications as AI systems become more capable and socially present. This will be a casual conversation with a little structure: Jessie will give a short report-back from the conference, followed by open discussion. No technical background required -- just curiosity, good faith, and a willingness to think carefully about a strange and important frontier. Optional Pre-Read: [The Machine Consciousness Hypothesis](https://cimc.ai/cimcHypothesis.pdf)

Topic to be announced. **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

Click Here For More Videos: [https://www.facebook.com/share/r/17vTa7EuwG/](https://www.facebook.com/share/r/17vTa7EuwG/) The Biggest Salsa Night to hit your mid-week is happening at Latin City Wednesdays. Get the feel of the Latin Beat as your hips and feet groove the right way. Viva Dance Columbus (2809 Festival Lane Dublin, OH 43017) 830pm-930pm Cuban Salsa Lessons 930pm-Midnight Open Latin Dance Party 15 With Lesson 10 Just Open Dance Free Parking, No Need to Bring a dance partner, No Sandals Please and Plenty of Space to Move Around.

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.

At Unity of Columbus, our Youth and Family Ministry nurtures the spiritual growth of children and families through love, joy, and practical spiritual teachings. Each Sunday, children explore timeless spiritual principles through stories, creative activities, music, and group sharing in a safe and welcoming environment. Our program encourages children to discover their own inner light, express kindness, and develop a personal connection with God. Together, we celebrate diversity, cultivate understanding, and inspire each child to live with purpose and compassion. Parents and families are invited to join in this uplifting journey of learning, laughter, and spiritual connection.

QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry. This is a ticketed event please register here: https://www.qaorthehwy.com/ Featured Keynote Speakers: **Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\. **Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.

CONNECTED – Grove City A casual, people-first networking gathering. CONNECTED – Grove City is a casual, people-first networking gathering. Join us for a relaxed, low-pressure space to meet new people, build real relationships, and have meaningful conversations — no sales pitches required. From 7:30–8:30 AM every 3rd Wednesday of the month at the Grove City Business Center. Coffee & baked goods available for purchase at Pick ’Em Up Joe's. Free street & public lot parking behind the building. Free to attend & open to all!

## 🤝 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. ###