Cloud Infrastructure

Whether you're a seasoned tech veteran or just starting out, let's create the ideal afterwork place to meet and chill with other workers in tech - find that new job, expand your network, share ideas, and stay up-to-date on the latest trends in the industry. Let's inspire, innovate, and shape the future of technology in Toronto! Tech, AI, Data, IT, and more \~ ​ \-\-\-\-\-\-\-\- ### Event Details 💰 Cost: Free 🍺🥃 Afterwork drinks and social 📍 The Goodman Pub and Kitchen (Inside, or ask for Tech Social) - 207 Queens Quay W 🕕 6:00pm onwards every Friday ​ **Or RSVP on the website for our Discord / WhatsApp communities, and to see who else is going and what their backgrounds/seniority/interests are:** 🔗 [Link to Website](https://techsocialtoronto.com/event/meetup) ​ If you cannot find us, ask staff about Tech Social, or ask in the WhatsApp community above. ​ \-\-\-\-\-\-\-\- ### Who Should Attend? Perfect for **Toronto tech professionals** including: * **Software Developers & Engineers** (Python, JavaScript, Java, C++, React, Node.js) * **Data Scientists & Analysts** (Machine Learning, AI, Data Visualization, SQL) * **Cybersecurity Professionals** (InfoSec, Ethical Hacking, Cloud Security) * **Product Managers & Tech Entrepreneurs** * **Students & Tech Graduates** looking to break into tech * **Career Changers** entering tech industry * **Remote Workers & Digital Nomads** in Toronto * **Startup Employees & Entrepreneurs** * **Digital Marketing & Product Professionals** * **Senior Engineers** looking to mentor and network \-\-\-\-\-\-\-\- ### What You'll Experience * 🤝 **Network with Toronto tech community** * 💼 **Job opportunities** and referrals from peers * 🚀 **Career acceleration** through peer networking * 🎯 **Skill sharing** and tech discussions * 🧠 **Knowledge sharing** on latest tech trends * 🎉 **Social activities** and games * 🧠 **Learn from peers** about real-world challenges * 🚀 **Collaborate** on projects and ideas * 🎯 **Mentorship connections** (both ways!) * 🍻 **Fun, casual atmosphere** \- no matter your seniority level \-\-\-\-\-\-\-\- ### Event Guidelines * Support the venue by purchasing drinks/food (no outside items allowed) * Maintain appropriate behavior and respect for all attendees * Bring physical ID if required by venue (call ahead to confirm) \-\-\-\-\-\-\-\- ​ ​ *Toronto Canada tech social mixer afterwork drinks AI connect network data IT programming cybersecurity digital nomad blockchain crypto big data science computer networking community jobs entrepreneur industry product design startup software development machine learning python javascript professional networking career development it professionals developers mentorship ai sql analytics data engineering business intelligence deep learning tensorflow pytorch data visualization data analysts ml engineers Toronto Canada tech social mixer afterwork drinks AI connect network data IT programming cybersecurity digital nomad blockchain crypto big data science computer networking community jobs entrepreneur industry product design startup software development machine learning python javascript professional networking career development it professionals developers mentorship ai sql analytics data engineering business intelligence deep learning tensorflow pytorch data visualization data analysts ml engineers*

Welcome ! OM Chanting is a group practice that has multiple benefits, including calming the mind, feeling relaxed, activating one's self-healing potential. OM Chanting''s powerful vibration contributes to send Peace . A participation of 5$ minimum is strongly encouraged to sustain the rent of the studio . \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- EVENT DETAILS: address: 283 Spadina Avenue; 3rd floor. ( SE corner of Spadina and Dundas). We will start at 6:30 pm. Please plan to arrive 5-10 minutes earlier. We will be sitting on chairs; you can also sit on the floor if you prefer. You are encouraged to bring a bottle of water. Looking forward to seeing you ! For more information about Om Chanting, please visit: [https://bhaktimarga.org/yoga-meditation/](https://bhaktimarga.org/yoga-meditation/) Much Love, Veda Cell: 416-845-9375

Markham Sports Dome !! Address: 5300 14th Ave, Markham, ON L3S 3K8 When: Thursdays 830 - 10 Field # 3 Cost: $15 We have a group of players not on meetup confirmed to play and are only looking for few spots on meetup Advance payment can be made via EMT to scsportsinc@gmail.com \*Pls ask for Jackie at the field ***\*If you are messaging me directly for any questions/concerns, pls make sure your settings are set to receive incoming messages!!! Quite a few of you don’t have the option of receiving messages so there’s no way of me replying to you!!! You can also msg directly in the event chat.***

***Tickets must be purchased in advance!*** 🔗: https://www.eventbrite.ca/e/torontos-hottest-networking-event-for-young-professionals-afterparty-tickets-1988767502135 Come network and connect with Toronto Entrepreneurs & Professionals and create collaborations and grow together. ***Background*** Stellar Socials by Limitless presents **Toronto’s Hottest Networking Event for Young Professionals**—the ultimate fusion of style, energy, and opportunity. Our mission is to empower emerging leaders by facilitating genuine connections in an engaging, relaxed atmosphere. We’re committed to helping you expand your business, uncover new career paths, and build lasting relationships with peers who share your ambition. 🚀 **Step into Toronto’s Premier Young Professionals Networking Scene!** 🌟Join us for an inspiring evening designed exclusively for Toronto’s up‑and‑coming talent. Whether you’re a corporate rising star, a startup founder, or a creative professional, this event delivers career-boosting conversations, collaboration opportunities, and insider insights into Toronto’s most dynamic industries. * **Elevate Your Career:** Swap ideas with industry trailblazers and hiring managers * **Grow Your Startup:** Pitch your vision to potential collaborators and investors * **Discover Trends:** Gain actionable insights on Toronto’s evolving business landscape * **Build Community:** Connect with fellow young professionals who can become your next mentor, partner, or peer ### *Demographic:* Stellar Socials events are exclusively for individuals of legal drinking age, as they are held at venues that include a bar. The typical age range of attendees is **24-36**, with most participants having established professional careers. Here are some of the individuals you may meet at one of our events: * **Professionals:** Seeking to expand their network in a pleasant environment * **Job Seekers:** Currently employed or in search of new opportunities * **Recent Grads:** Diploma, Bachelor’s, Master’s, or Doctorate graduates * **CEOs/Entrepreneurs:** Enterprising business owners and startup founders * **Students:** University or college attendees looking to build their network * **Investors:** Seeking promising ventures to support * **Project Managers:** Looking for collaborative partners or joint projects * **Startups:** Seeking investors and employees to grow capital or talent * **Media Professionals:** Journalists, bloggers, social media influencers ***Stellar Socials Experience:*** At **Stellar Socials by Limitless**, we specialize in creating exceptional networking experiences that bring together professionals, entrepreneurs, and industry leaders. Our mission is to inspire collaboration, innovation, and growth by facilitating meaningful connections through curated events that resonate with our diverse audience. This relaxed social gathering encourages organic conversations, allowing attendees to connect without pressure. Whether you're attending solo or with friends, come prepared to meet new people and explore exciting opportunities. With a focus on building valuable relationships, you'll leave with new contacts, fresh insights, and potential collaborations. **Join Our Community:** * **Instagram**: [@stellarsocialsbylimitless](https://www.instagram.com/stellarsocialsbylimitless/ "https://www.instagram.com/stellarsocialsbylimitless/") * **Facebook**: [Stellar Socials by Limitless](https://www.facebook.com/people/Stellar-Socials-By-Limitless/61567104153339/ "https://www.facebook.com/people/Stellar-Socials-By-Limitless/61567104153339/") * **TikTok**: [@stellar.socials](https://www.tiktok.com/@stellar.socials?_t=8rruhvs9xN2&_r=1 "https://www.tiktok.com/@stellar.socials?_t=8rruhvs9xN2&_r=1") **Notice of Photography**: Please note that photos and videos will be taken during the event for promotional purposes. By attending, you consent to being photographed and/or filmed. If you prefer not to appear in media, kindly notify one of the event organiz

Let’s do some coding together at a cafe! No more working alone in the weekend. Here, we write code together. And I mean together together. Not occupying-the-same-space-but-separate together. Here’s how it works: Jennifer brings her mobile app project, tells everyone that it is like Pinterest for recipes and she’d like to work on the nav bar. Paul and Chloe think Jennifer's project is fascinating, and they join the group. They gather around Jennifer’s laptop and work on the nav bar for 2 hours. Jennifer is the one typing out the code while Paul and Chloe research, brainstorm, and offer suggestions. If you’re feeling stuck on your own project or need a motivation boost, bring it to mob programming! Want to learn by watching how others code and solve problems? Join someone else’s project at this event! Oh and we love your half-done projects that you are a bit embarrassed to share. Absolutely bring those to the event! **Discord**: We use Discord to share screen & code snippets during the event. Also feel free to share your projects here before the event! https://discord.gg/xwjDdVSw3E **Event policy**: * We have 0 tolerance for harassment. * We don’t allow the projects that are not meant to be shared in public such as school assignments, interview tasks, or trade secrets. * The goal is to write code. We discourage you from pitching business ideas here, doing code reviews, or spending the whole event on planning what to do. * Please buy a drink, and tip the barista well.

Start the weekend off right! Take charge of the stage every Friday night at Cloud Nine in Ajax 10pm -2am. Click on the links to see some of the amazing singers that light up the show. [Cloud Nine Karaoke singers](https://www.facebook.com/share/v/1KqHL9Q53E/) [Cloud Nine Karaoke Talent](https://www.facebook.com/share/v/1CG4CFy6kJ/) [Cloud Nine Karaoke on fire](https://www.facebook.com/share/v/19TKBSnLeF/)

No cover. No pressure. Just good people, good music, and good times. **Every Friday night** from 9PM to 12AM, we're keeping the fire going at **Malang Bar & Lounge**. This is your weekly spot to unwind, connect, and belong. Come solo. Come with friends. Come because you're tired of the same routine. Whatever brings you here – you're welcome. **The vibe:** * 🎱 **Play pool** – pay per game or per hour at the venue * 🍹 **Grab your own drinks** – fully stocked bar, pay as you go * 🎶 **Great music** – the perfect backdrop for conversation * 🤝 **Make new friends** – real connections with like-minded people * ✨ **No cover fee** – just show up **The details:** 📍 **Malang Bar & Lounge** 918 Dundas St E Unit C2/C3, Mississauga, ON L4Y 4H9 📅 **Every Friday** ⏰ **9:00 PM – 12:00 AM** 💰 **No cover fee** – pay only for your drinks and pool games **We're here every Friday. We keep the fire going.** Come for a good time. Make meaningful connections. And see all the possibilities when united we grow. See you Friday. 🔥

join us the Rockpile for Police Tribute Band. Cost ix 23$ at the door or at the following link . https://www.ticketweb.ca/event/message-in-a-bottle-rockpile-rock-bar-tickets/14773133

Sin cover. Sin presión. Solo buena gente, buena música y buenos momentos. **Cada viernes por la noche** de 9PM a 12AM, mantenemos el fuego encendido en **Malang Bar & Lounge**. Este es tu lugar semanal para relajarte, conectar y pertenecer. Ven solo. Ven con amigos. Ven porque estás cansado de la misma rutina. Sea lo que te traiga – eres bienvenido. **La vibra:** * 🎱 **Juega billar** – paga por partida o por hora en el lugar * 🍹 **Tus propios tragos** – barra completa, pagas lo que consumes * 🎶 **Buena música** – el fondo perfecto para conversar * 🤝 **Haz nuevos amigos** – conexiones reales con personas afines * ✨ **Sin cover** – solo llega **Detalles:** 📍 **Malang Bar & Lounge** 918 Dundas St E Unit C2/C3, Mississauga, ON L4Y 4H9 📅 **Cada viernes** ⏰ **9:00 PM – 12:00 AM** 💰 **Sin cover** – pagas solo tus tragos y las partidas de billar **Estamos aquí cada viernes. Mantenemos el fuego encendido.** Ven para pasar un buen rato. Haz conexiones significativas. Y descubre todas las posibilidades cuando crecemos unidos. Te esperamos el viernes. 🔥

**Transformational Healing Mushroom Medicine Ceremony** **"Galactic Golden Healing Light"** ***Saturday, May 16th,*** ***and/or June 6th, 2026*** *Let your past unwind in the present, releasing shame and cultivating courage as you learn to deeply love yourself for who you are & who you have become.* *Remember the Creative Being You Are & The Power You Hold to Live Life Anew in Every Moment* *This ceremony will be held at the beautiful 'Soul Sanctuary'* *studio in Leslieville, Toronto* **Hosted by Chris Dub & Marda Sperber** \~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~\~ **Join us, dear Soul.** This ceremony will support you to nurture and strengthen the new pathways you are choosing to take mentally, physically and spiritually to ensure you are a living a life that feels in rhythm with your body and soul. Receive the support you need to let go of the pain, hurt, sense of unworthiness & not enoughness, as well as the struggle we can all feel victim to at times. Immerse yourself into a space of love, forgiveness, and compassion, unlearning the ways you've been taught to judge your *very* human emotions and thoughts. ***You deserve to feel the love and support that's all around you, so you can bring forward the gifts and purpose you came here to share.*** The mind can be sticky, but when you experience genuine love it clarifies any confusion of who you truly are. ***This ceremony is an opportunity for just that: to open up to the authentic love that is innate within you, which opens up your heart, and helps you gain control of the mind.*** **Energies that could potentially arise in ceremony** **Shamanic medicine ceremonies may open access to a wide range of emotional, somatic, energetic, and spiritual experiences. Each journey is unique, and all expressions are welcomed within a container of safety, consent, and compassionate presence.** \*\***Energies that may arise:**\*\* * Emotional release such as grief, joy, anger, relief, or deep peace * Memories or imprints from early life, ancestral lineages, or collective experiences * Somatic sensations including trembling, heat, cold, expansion, or energy moving through the body * Kundalini life-force activation, energetic attunements, and realignmentEncounters with inner archetypes, sacred geometry, spirit guides, animal allies, or symbolic imagery * Awareness of repetitive patterns or subconscious conditioning * Messages from past loved ones or benevolent guiding energies * States of expanded awareness, unity, stillness, or heightened intuition * Heart opening, deep surrender, electromagnetic field expansion, and embodied presence ***All energies arise only as each participant is ready to meet them and are supported within a regulated, grounded, and loving field.*** **Truly forgive yourself, learning to love the darker aspects that are rising to be seen and witnessed.** Cultivate a deeper love for the past versions of you, as well as others who have negatively impacted you. Gratitude is the open door to freedom, and ***when you recognize the gifts of the lessons life has given you - it becomes easier to let go of the anger, resentment, and regret***. As you unravel what has been tight within you, there is a natural alchemy that takes place within the body. Energy blocks and stagnation are unfurled, allowing you to open to more love, and the flow of vital life force energy. ***You will feel a loving space to heal and process through old traumas, ancestral karma, and become more astutely aware of ego identification, leading to more freedom, peace, and simplicity.*** **Release negative thought patterns, rewiring your nervous system for peace, harmony, and balance.** Be held in safe space so you can look at the negative thoughts and limiting beliefs that hold you back from feeling your freest, clearest, most alive and fully expressed self. Regulate your system through the awareness of breath, body (all levels - mental, emotional, physical & energetic), your 5 senses, and extrasensory perceptions. ***As you re-balance and re-align your system you will be able to see your internal experience more clearly, and also recognize why other people are the way they are, allowing you to have more compassion and forgiveness both for others and yourself.*** The more ***aware*** you are, the better ***regulated*** you are, and from that space you can become the master of your domain. You deserve the space and time to simply be, rest, rejuvenate, and feel the aliveness of living life moment by moment for YOU! **You are fully supported throughout the entire journey.** This ceremony includes the optional combination of pure MDMA along with the psilocybin mushrooms. We have found these medicines work very synergistically together, and offer an amplified level of heart opening. The pure MDMA is optional, and the dosing for both medicines will be based upon your intentions, disposition, prior experience, and current state at the time of the ceremony. After this ceremony you will feel more love for yourself and others, with a heightened sense of courage, strength, and integrity. ***You will want to make better choices, and also have the self-awareness needed to stay accountable to yourself.*** This level of love and clarity will emanate out to reach and impact all those closest to you. **This is an invitation to open up your heart, and love and forgive yourself through unconditional acceptance. To awaken to your divinity and beauty, and access your greatest gifts of self-healing and conscious creatorship.** **\~ Ceremony Preparation & Integration \~** Prior to the ceremony you will receive an in-depth **plant medicine workbook** to help you prepare, questions to ask yourself and a recommended diet to support your experience. We will meet as a group before the ceremony for an **Intention Setting Call**, to connect with each other and share our intentions for the journey. You will also receive a **nervous system regulating practice** that supports in expanding internal awareness, grounding, centering and overall mindfulness. Following the Ceremony we will have an **Integration Call** to support and hold space for continued breakthroughs, challenges and dream weaving. (*All is Included in the Energy Exchange)* **Ceremony Day Flow** * Introduction & Sharing of Intentions * Opening the Directions * Mushroom Medicine Ceremony **What Can Happen Throughout** **This Sacred Ceremony** * Calling in Deities to Support Moving Through Energy Blockages & Embodiment of your Highest Virtues. * Shamanic Drumming for Answering Prayers, Deep Emotional Healing, Connecting to Ancestors & True Forgiveness. * Medicine Songs, Frequency Transmissions, Gong, Shruti, Theta Chimes, Animal Spirit Drumming, Crystal Harp, Singing Bowls, etc. * Periods of Pure Silence * Earth Core Connection & Synchronizing with Mother Nature's Clock. * Channeling of Higher Dimensional Wisdom * Inter Dimensional Shifts of Consciousness * Future Visioning into Your Becoming * Energetic Shedding of the Old Self & Re-birthing as Who You Truly Are. **Ceremony Closing** * Integrative Sound Journey * Gratitude Circle & Honouring of Spiritual Supports * Organic, Vegan, Gluten-Free Potluck w/ Integration Circle **Timing** \~ Sat, May 16th & Sat, June 6th 11:30 AM - 8:00 PM **Location** \~ Toronto, Ontario (Leslieville) Exact Address Given Upon RSVP **Energy Exchange** \~ **May 16th Ceremony** $367.25 ($325+tax) = *when deposit is sent by April 28th* $423.75 ($375+tax) = *April 29th or after* **June 6 Ceremony** $367.25 ($325+tax) = *when deposit is sent by May 13th* $423.75 ($375+tax) = *May 14th or after* **Both Ceremonies** $678 ($600+tax) = *when deposit is sent by April 28* $791 ($700+tax) = *April 29th or after* **(Includes Group Intention Setting Call, Ceremony,** **Post Ceremony Integration Call, & Prep Material)** **\*How to Register\*** *Email soulguided@soulguidednetwork.com if you are interested in joining the ceremony so you can fill out the intake form & get on a connection call to see if this is a fit. If you have worked with either of us before or we know each other well, you can just send the deposit.* $84.75 ($75 + tax) deposit or $169.50 ($150 + tax) deposit (for both ceremonies) or the full amount **E-Transfer:** chris@chrisdubkundalini.com **Paypal:** chrisdubkundalini@gmail.com \*\*Credit Card: [HERE ](https://www.paypal.com/paypalme/chrisdubkundalini?locale.x=en_US)\*\*through paypal *A couple spots are reserved for financial assistance. If you are in need, reach out to us at: [soulguided@soulguidednetwork.com](mailto:soulguided@soulguidednetwork.com) to start the conversation.* **Cancellation policy:** *If you cancel up to 7 days before the day of the ceremony, you may use payment towards the next ceremony.* ***.:: ABOUT YOUR FACILITATORS ::.*** ☼ **Chris Dub** ☼ ***Intuitive Healer, Kundalini Yogi, Quan Yin Energy Healer,*** ***Transformational Teacher, Ceremony Facilitator*** Chris is devoted to cultivating and holding space for you to become more aware of your mental blocks and repressed emotions, which allows this energy to transform into a higher understanding of one’s self and your interconnectedness to all of nature. The result is a high degree of self love which leads to a letting go of past pain, hurt and trauma. Experience increased energy flow and creativity, zest for life, calmed nervous system, amplified self worth and deeper, more meaningful relationships. Chris is a Certified Kundalini Yoga Teacher, Yoga Alliance Certified, Quan Yin Energy Healer & holds a Degree in Social Work. He teaches Kundalini Yoga, Meditation, Self-Awareness Practices, Sound-Healing and Breath-Work classes and events. Chris facilitates transformational retreats and deep healing ceremonies, he also hosts the Sacred Brotherhood Men’s Group and Women’s & Men’s Love Circles. Chris has undergone intensive breath work, bodily cleansing, meditation and self-inquiry to move through chronic pain and find deeper depths of self love since 2009. Chris is passionate about supporting you to bring self awareness and energy flow practices to your daily life so you’re internal GPS can always be online, guiding you to the most heart nourishing and fulfilling experiences. [Check out More of Chris Dub’s Offerings Here](https://docs.google.com/document/d/1_aIUQ2GpMysre--2kmY1ILu9TmpbDVjfOx-v7xw0IL8/edit) ☽ **Marda Sperber** ☾ ***Galactic Angelic Channel, Ceremony Facilitator, Kundalini Yogi, Founder and Lead of [Galactic Light Healing](https://www.galacticlighthealing.com/)*** Marda is a compassionate guide devoted to awakening the sacred within. Weaving shamanic, galactic, and angelic frequencies, she creates safe, grounded spaces for deep release, healing, and embodied transformation. Her work supports individuals in reconnecting with their inner light while cultivating self-love, clarity, and their multidimensional essence. Marda serves shamanic medicine ceremonies with deep reverence, gratitude, humility, and love. Her facilitation is rooted in honoring the sacred intelligence of plant medicines, the wisdom of the Earth, the greater cosmos, and the innate healing capacity within each person. As an intuitive healer, Reiki Master, and Kundalini and Breathwork facilitator, additional supportive tools may be intuitively woven into ceremony as needed, always in service to the participant’s healing, safety, and overall well-being. Whatever arises within ceremony is met with presence, compassion, and care. Participants are held in a loving and safe container, allowing them to surrender and receive healing as it unfolds naturally, in alignment with the highest good of all. [Info on Marda's Offerings HERE](https://www.galacticlighthealing.com/) **Mushroom Medicine Testimonials** "I turned to Soul Guided after my low-simmering depression and grief became more and more acute. The two guided psilocybin ceremonies that I took part in have been transformative. I feel like I've moved forward in a huge, miraculous leap and am now able to enjoy my days with far more resilience and joy. I now wake up without the anxiety in the pit of my stomach, without the feeling of gloom at another day. I have a deep sense that I'm ok and can face life's challenges and this toxic world with renewed strength. These ceremonies have lead to shedding of the brittle mental ruts that constrained my ability to thrive and have given me a far deeper feeling of connection to the people I love and the natural world around me. I have used psilocybin a few times in the past — but without guides. Jen and Chris Dub quickly establish a deep foundation of trust. They are gifted, compassionate, creative healers — and consummate musicians as well, creating magical soundscapes and offering deeply informed mystical guidance that has led me to a spiritual awareness that I never had before." **G.L. \~ October & November 2025 + January 2026** Private Medicine Ceremony Opportunities Experience a Private Mushroom, 5-MeO DMT, MDMA or LSD Ceremony with Chris and experience the visceral healing of trauma, clearing of stagnant energies, deep connection with your soul, infusion of creativity, vitality and lust for life. Let me be that strong pillar of support for you on your healing & self-discovery journey. **Please E-mail to chris@chrisdubkundalini.com to setup a call to discuss the possibility of a ceremony together, financial assistance and payment plans are available.** \~ Micro Dosing & Commonly Experienced Breakthroughs with Psilocybin Mushrooms Hello Evolving Souls, thanks for taking the time to read this newsletter. Moving forward I will be sharing the incredible benefits & breakthroughs that happen working intentionally with mushrooms… along with knowledge of effective spiritual practices & other psychedelic medicines to support your evolution. **7 Incredible Benefits of Working with Psilocybin**Helps to identify Addictive patterns & to work throughbelief systems and trauma associated with themHelps to treats depression. Among various mental health issues,depression is the most common.Assists in alleviating OCDRelieves AnxietyStimulates Brain CellsLife Changing Spiritual ExperiencesRestructures Neural Networks Interested in Micro-Dosing? We have perfected Psilocybin Mushroom Chocolates & are making them available to you. We use ceremonial grade cacao and all organic ingredients, offering them in both micro & macro doses. We have already helped some brave souls ween off Anti-Depressants through consistent micro-dosing. Please e-mail chris@chrisdubkundalini.com to set up an order or if you need any extra info, we can also set-up a call so I can help answer any questions. \*\*Please note that this should NOT be used as medical advice and you should always consult your medical healthcare professional before adjusting any prescriptions. **Micro-Dose Mushroom Chocolate** **Ingredients & Pricing** *All Organic Ingredients: Ceremonial Grade Cacao, Cacao butter, Maca, Maple syrup, Coconut oil, Vanilla bean, Sea Salt, Psilocybin Mushrooms* ***"Each chocolate has .4g of psilocybin, and therefore a 1/4 a chocolate can act as 1 daily dose (.1g is an average micro-dose)"*** **1 Chocolate (4 Doses) = $7** **6 Chocolates (3 week Supply) = $35** **24 (3 Month Supply) = $120** **48 (6 Month Supply) = $200** **72 (9 Month Supply) = $295** Your purchase includes a micro-dosing guide that will support you in working with this medicine in an effective way. ***Other micro-dosing options in capsules mixed w/ adaptogens available.*** *Please e-mail chris@chrisdubkundalini.com to setup an order & if you are interested in pricing around macro-dose chocolate* Follow along for inspiration & guidance

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **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

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

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** TBD **YouTube Link** TBD

On Thursday, May 21, 2026, we will meet at the 700N Conference Room at 700 N Hurstbourne Pkwy. Doors will open at 6:00 p.m., and the presentations will begin sharply at 6:30 p.m. Along with an excellent presentation, TEKsystems will provide food. Please RSVP so we know how much food to order. Afterward, we will go to Brick House Tavern for drinks and food to continue the conversation. The session will also be broadcast at https://twitch.tv/TaleLearnCode. ### **GitOps: Easy Deploy and Even Easier Rollback** GitOps isn't just for containers. The methodology of deploying from a build is now baked into our culture. Take it a touch farther with infrastructure as code and a few extra techniques, and you can reliably deploy to any platform: cloud, on-prem, container, PaaS, and more. Join us as we learn the methodology of GitOps, the critical pieces you need in place, and the elegance of rollbacks with GitOps. You'll leave with a working repo of deployment techniques that doesn't consume any paid tools or container-specific techniques.

**Building a great product is one thing—building momentum behind it is another.** Join **Senior Product Manager Adam Solaiman** and **User Experience Manager Tyson Smith** for a behind-the-scenes look at what it takes to turn complex ideas into scalable products inside large organizations. In this session, they’ll share how teams move from ambiguity to execution—navigating organizational complexity, aligning stakeholders, and continuously evolving products after launch. You’ll walk away with insights on how to: * Build and sustain momentum across teams * Adapt to changing priorities without losing direction * Scale products thoughtfully in complex environments Whether you're driving a new initiative or growing an existing product, this conversation will give you practical strategies to keep things moving forward. Come connect, learn, and swap stories with fellow product professionals. \-\-\- Food and drinks will be provided by Switchbox, our generous host. Free parking will be available at the front and back sides of the Switchbox Office.

Short North Street Skates return Saturday, April 4 and we’re excited to get back rolling together. These weekly rollouts are a chance to move through the city as a group, build community, and create more visibility for skating and small-wheeled movement in Columbus. Details: Meet: 1160 N High St 9:30 AM meet 10:00 AM rollout All wheels welcome We’ll be skating through the Short North and surrounding areas at a steady, social pace. Routes will use a mix of streets and bike lanes, so comfort navigating the city is helpful, but you don’t need to be an expert. If you’ve been meaning to come out, this is a great place to start. Come solo or bring a friend!