Digital Forensics

# 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.

**RSVP DOES NOT GUARANTEE YOUR SPOT. You must register via our website:** [https://www.katiereifertvbcamps.com/krvc-adult-volleyball-camps.cfm](https://www.katiereifertvbcamps.com/krvc-adult-volleyball-camps.cfm) **Adult All-Skills Camp** This camp is designed for adult volleyball players **(ages 21 & above)** looking to improve every aspect of their game. Our All-Skills Camp is a 3-day training series **(June 2nd, June 3rd, June 4th)** that provides a complete skill refresher, covering all major areas of volleyball through focused, high-repetition training. Ideal for all skill levels, this camp offers an opportunity to receive skill instruction from GW’s coaching staff. Each day will focus on a different area of the game: * **Day 1:** Passing, Setting & Serving * **Day 2:** Attacking * **Day 3:** Defense & Blocking While this camp is designed as a full 3-day progression, players also have the option to **register for individual days** based on their schedule & goals. **What to Expect:** Athletes will work through a comprehensive training plan designed to improve overall consistency, confidence, & game performance. Each session will focus on technical skill development, quality reps, & game-like scenarios to help translate training into live play. We will spend the first hour & a half on skill instruction & the last 30 minutes playing competitive 6v6. During 6v6 play, players have the option to utilize coaches for a Q&A to help answer any questions & provide real-time feedback. 6v6 play will be recorded & distributed to participants so you can track your progress! **Camp Schedule:** 🗓️ *Tuesday, June 2nd + Wednesday, June 3rd + Thursday, June 4th* * 6:45 PM – Doors Open, Check-in begins at the Charles E. Smith Center * 7:00 PM – Camp Begins * 9:00 PM – Camp Ends **Important Info:** * **You must register via our website:** [https://www.katiereifertvbcamps.com/krvc-adult-volleyball-camps.cfm](https://www.katiereifertvbcamps.com/krvc-adult-volleyball-camps.cfm) * This camp is for **adults only** – you must be **above the age of 21 or have exhausted your NCAA eligibility.** * You will enter the Charles E. Smith Center at the **Ticket Office Entrance**, located on 22nd St. * **Please do not arrive early; basketball will be finishing up their practice at this time & we cannot accommodate your arrival earlier.** * Payment is due at the time of signup. * If you have questions, please contact us at katiereifertvolleyballcamps@gmail.com * *By registering, you agree that we may use your photo for marketing.* We can’t wait to see you there!

Discover the power of your breath to manage your mind and experience instant peace & calm. Join a 60-minute free Workshop and get a glimpse of the Sudarshan KriyaTM- The breathing technique that is revolutionizing the lives of millions. What you’ll discover at ‘Beyond Breath’ ✔ A taste of the Sudarshan KriyaTM, a breathing technique taught in the Happiness Program ✔ An instant energy booster that awakens & relaxes your mind - Take it home and practice daily! ✔ The peace & calm of a unique guided meditation ✔ Secret keys to manage your mind ✔ The power of surrounding yourself with positive, like-minded people. You can use your breath to master your thoughts and emotions - the key to managing the quality of your day. The Happiness Program At the end of this workshop you may enroll into the Happiness Program (3 days, 3 hours each day) to learn the Sudarshan KriyaTM, a science-backed, rhythmic breathing technique through which you can: Tap into a reservoir of energy and use it as you please! Relieve deep-rooted stresses and anxieties Uplevel your productivity Overcome emotional blocks, move on from past events and shed limiting beliefs Heal your body & gain power over your mind Experience the true state of meditation Learn more about the Happiness Program & the Sudarshan KriyaTM in our introductory workshop 'Secrets to Meditation'. register: http://aolf.live/introSKY

Everyone is welcome to attend our weekly happy hour, at Tony & Joe's Waterfront Bar in Georgetown (3000 K. St, NW). The event goes from 7:15 to around 10:00 PM. Feel free to show up at any time. French speakers of all levels- from beginners to expats- are invited. We hope to see you there!

PLEASE CHECK THE ONLINE MEDITATION CALENDAR FOR DETAILS OF THESE MORE THAN 50 SERVICES A WEEK- https://onlinemeditation.yogananda.org/calendar/

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)

Looking for a new skill? Want to seem mysterious when people ask about your hobbies? Enjoy puzzles? Lock picking might be right for you! Is this legal? Yes! Is it fun? Yes! The meeting is very casual, come and go as you please. We meet in the upstairs area of Board Room. No payment, skills, tools, or RSVP necessary. If you can make small precise movements with your hands, you can learn to pick locks. Introductory talk at 7pm. All are welcome. We meet in a bar but minors are allowed to attend. We are not in a private room; parental discretion advised. If you are a minor or are responsible for one who's attending, please email the organizer in advance at chapter-DC@toool.us Open invite; bring friends! We are the DC chapter of TOOOL. More information here: http://toool.us/

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/")

Sandman Sleeps is coming to DC June 4th & it’s going to be THE show to kick off your summer!! Join the crowd at Pie Shop & also do some good. PunkItForward.Org will be donating $5 for EVERY ADVANCE TICKET SOLD to DC Migrant Mutual Aid, so grab those tickets NOW: ✨🎟️✨👉 https://www.pieshopdc.com/shows/astronaut-class-w-sandman-sleeps-gigi-marie-04-jun Meet this killer lineup: Astronaut Class (alt rock with an astro twist) Space-based rockers, Astronaut Class, have come down from orbit with their debut album in hand. After years of playing together in various groups, longtime friends and crew mates Sean Lazer (vocals/drums), Zach Bogley (guitar), Jake Rohme (keys/vocals), James Bartolotta (bass), Chase Illig (guitar), and Harrison Fletcher (drums) have joined space-forces to create the universe's first interstellar band. Sandman Sleeps (dreamy indie alt rock) Sandman Sleeps is an indie/alternative rock band blending dreamy textures with atmospheric guitars, a tightly woven rhythmic pulse, and emotionally grounded songwriting. Formed in Nashville by sisters Cristina Peck and Alex Peck, the band later expanded with Zack Jones, shaping a more cinematic and immersive sound. Gigi Marie (garage glam punk) Gigi Marie is “DC’s favorite red head rock n roller” according to DC radio DJ Reddy Kilowatt!! A finalist for two Wammie Awards this year for Best Punk Song with “Miss Black Lagoon” and Best Rock Album with “All Things Night & Beautiful”, she’s thrilled to be bringing her Garage-Glam-Punkette attitude to Pie Shop!

Climbers of all skill levels are welcome to Join "[Sends with Friends](https://www.instagram.com/sends_with_friends_climbing?utm_source=ig_web_button_share_sheet&igsh=ZDNlZDc0MzIxNw==)" rock climbing community for an indoor bouldering event at [Bouldering Project -DC](https://maps.app.goo.gl/m6okjpQsjeSxTqVj8) gym. The first 25 climbers who come in through the doors get in for free, after that you'll pay $15 for a day pass. Rental shoes and chalk bag is provided free of charge. If this is your first time using Bouldering Project-DC facility consider taking the Intro to BP that starts 7:15PM and includes a tour of the facility. You must sign the Bouldering Project waiver and read, understand, and agree to Sends With Friends release of liability form before participating in this event. Please do so beforehand to avid creating a line at the front desk. You can find Bouldering Project waiver here: [First-Time-Visit](https://boulderingproject.com/first-time-visit/) and Sends With Friends Release of Liability form below: \* \* \* \* **Sends with Friends Rock Climbing Meetup Waiver and Release of Liability** **NOTICE:** By signing up for this event, you agree to the terms outlined below and acknowledge the inherent risks associated with rock climbing activities. Participation in any event organized by this Meetup group is contingent upon your agreement to this release form. **1\. Assumption of Risk:** I, the undersigned participant, acknowledge and fully understand that rock climbing is a high-risk activity. I am aware that participation involves risks including, but not limited to, physical injury, permanent disability, or death. These risks may arise from, but are not limited to, natural hazards, equipment failure, human error, and the actions or negligence of others. **2\. Release of Liability:** In consideration of being allowed to participate in any activity organized by this Meetup group, I hereby release and discharge the organizer(s), co-organizer(s), event leaders, and all other participants from any and all claims, demands, actions, or causes of action arising out of or connected to my participation, including claims arising from negligence or gross negligence. **3\. Personal Responsibility:** I acknowledge that I am solely responsible for my own safety during these events. I will use my own judgment in evaluating the risks involved and will take appropriate precautions, including but not limited to: * Wearing appropriate safety gear. * Using reliable climbing equipment. * Following established safety protocols. * Refraining from participating in activities beyond my skill level. **4\. Medical Fitness:** I affirm that I am in good health and physically capable of participating in rock climbing activities. I assume full responsibility for any medical conditions that may affect my ability to participate safely. **5\. Indemnity Agreement:** I agree to indemnify and hold harmless the organizer(s), co-organizer(s), event leaders, and other participants from any claims, damages, or expenses (including legal fees) arising out of or related to my actions or participation in these activities. **6\. Photo/Video Release \(Optional\):** By signing this waiver, I grant permission for any photographs or videos taken during the events to be used for promotional or group-related purposes. (Participants may opt out by notifying the organizer.) **7\. Agreement to Follow Rules:** I agree to abide by all rules, instructions, and guidance provided by the event organizers and leaders. Failure to comply may result in my removal from the group. **8\. Acknowledgment of Agreement:** By joining any event organized by this Meetup group, I acknowledge that I have read and understood this waiver and release form. I agree that my participation in any event constitutes my electronic or physical signature to this agreement.

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.

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

[https://www.originsgamefair.com/](https://www.originsgamefair.com/) [https://tabletop.events/conventions/origins-game-fair-2026](https://tabletop.events/conventions/origins-game-fair-2026) ### **Discover the Heart of Tabletop Gaming at Origins Game Fair** Celebrate over 50 years of gaming, community, and connection at Origins Game Fair 2026, June 17 to 21 in Columbus, Ohio! Since its inception in 1975, Origins has been the premier gathering for gamers, creators, and fans, offering something for everyone - from seasoned veterans to first-time attendees. Explore exciting events like board and card games, miniatures, roleplaying adventures, LARPs, collectible card games, cosplays, and more. Compete in game tournaments, test your skills in our puzzle competition, and immerse yourself in the Origins Film Festival. Plus, don't miss the massive exhibit hall, filled with the latest games, accessories, and collectibles from top publishers and indie creators alike. Whether you're here to play, learn, shop, or connect, Origins Game Fair offers a welcoming and inclusive atmosphere for all. Be a part of a community that has fostered friendships, sparked creativity, and built memories for five decades. Get your tickets today and experience the ultimate tabletop gaming event! ### **Important Dates** **Volunteer Applications Open:** November 28, 2025 - May 15, 2026 **Event Submission Open:** November 14th, 2025 - February 2, 2026 **Volunteer Shift Selection Opens:** February 3, 2025 **Late Event Submission Opens:** February 3, 2026 *There is no guarantee that any events submitted after February 2 will be reviewed or approved.* **Late Event Submission Closes:** April 5, 2026 **Perk Request Deadline:** April 10, 2026 **Layout Request Deadline:** April 15, 2026 **Event Registration Opens:** April 25, 2026 (1 PM EST) ### **Registration Hours:** **Self Serve - Scan and Go** Wednesday - 8am - Midnight Thursday - 7am - Midnight Friday - 7am - Midnight Saturday - 7am - Midnight Sunday - 7am - 2pm **Full Service / Materials Pickup** Wednesday - 8am - 9pm Thursday - 8am - 8pm Friday - 8am - 8pm Saturday - 8am - 6pm Sunday - 8am - 4pm **In 2026 you can go to Scan and Go for tickets purchased after you already have your badge just by scanning the barcode on your badge! Less waiting in line!** ### **Exhibit Hall Hours:** Wednesday - Closed Thursday - 9am - 10am - Premier Badge Holders Thursday - 10am - 6pm - All Attendees Friday - 10am - 6pm - All Attendees Saturday - 10am - 6pm - All Attendees Sunday - 10am - 4pm - All Attendees ### **Gaming Hall:** Wednesday - Noon - 1am Thursday - 8am - 1am Friday - 8am - 1am Saturday - 8am - 1am Sunday - 8am - 4pm ### **Important Information:** **Refunds:** There will be a 10% service fee for ALL Refunds; Badges and Tickets. **Badge Refund Deadline:**. April 15, 2026 No refunds on badges will be processed after this date. **Event Tickets:** \- will be refunded up to 24 hours before the event starts\. All event ticket refunds will have a 10% service fee\.

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\.

**Every Thursday @ 7pm** 2390 Harper Isabelle, Columbus, OH 43235 **Register online at [enso.dance](https://enso.dance/?utm_source=meetup)** Pay what feels right. All proceeds support future events and 100% of tips are paid directly to artists. **June Curriculum** 7pm: All Levels Zouk 8pm: Practice party **No partner or dance experience required.** We rotate regularly and lessons are adjusted for students in class. Non-grippy footwear (smooth soles or socks) is recommended. BYOB. Come ready to connect and have fun! **Your Hosts:** **Alexandra** brings over 10 years of partner dance experience having travelled the world over to develop her skills as an ambidextrous dancer. Equally fluent in leading and following Kizomba and Zouk, she also enjoys dancing Bachata Sensual, West Coast Swing, Contact Improv and Argentine Tango. As a community builder, her goal is to create inclusive spaces where dancers from all backgrounds and experiences are welcome. **Pixie** is the okayest service dog and **[Chief Happiness Officer](https://enso.dance/cho)** in residence. Ask us about her Ducky Squad and our mission to build the community and support local artists. Present. Connected. Beautifully Imperfect. We are **Ensō** dancers.

I have been studying the question of "self" online with Prof. Ellie Anderson and so I thought a prompt on the "self" might be interesting. Full confession: I had Claude create this prompt and I like it, so here goes: Imagine a thought experiment that merges two classic puzzles: > You undergo a procedure, performed neuron by neuron, in which every biological component of your brain is replaced with a functionally identical synthetic substitute. At each step, your behavior, memories, and personality remain unchanged. When the last neuron is swapped, is the consciousness experiencing the world still you? And — more pressingly — was there ever a continuous "you" to begin with? ### Questions to Wrestle With * If consciousness is purely physical, does the *gradual* nature of the replacement matter, or is it equivalent to being destroyed and rebuilt? * Could there be a "self" without continuity of experience — even moment to moment, while you sleep? On a more practical level, consider the simpler case first: **hemispherectomy** patients — people who have had an entire cerebral hemisphere surgically removed — often retain a strong sense of personal identity and continuity. This suggests "you" are not rigidly tied to specific physical material. But does that vindicate the synthetic neuron case, or merely show that identity is more *flexible* than we thought — not that it can survive *complete* substrate replacement? I used Claude so I could get this out today and let everyone have some time to consider it. Hope to see you at the Oracle. Sorry about the location change two weeks ago. That's what I get for trusting local weather predictions!

Bienvenue! We host a twice-a-month French conversation club at La Chatelaine on Lane. All levels welcome! Whether you're new to French or running for Président de la République you are welcome here! We often read plays together, play vocabulary games, and generally enjoy the delicious food available at La Chatelaine! We will be at the long table in the back of the restaurant. A bientôt!

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.