🔍 Enhance Skill Gap Analysis with Multi-Agents and LangGraph Staying ahead in tech means continuously bridging skill gaps. Our innovative approach with multi-agents and LangGraph boosts accuracy and efficiency in identifying and addressing these gaps. How It Works Think of our multi-agent system as a well-coordinated team. Each agent has a specialized role, like team members with specific expertise, and their work is continuously validated by their peers. Our Approach Gap Skills Detect Agent: Identifies skill gaps by analyzing profiles and job descriptions, like a team member who spots missing pieces in a puzzle. Routing Agent: Coordinates and ensures quality control, much like a project manager who checks everyone's work to ensure it aligns with the overall goal. Mentor Suggestion Agent: Matches candidates with mentors, similar to a career advisor pairing mentees with experienced professionals. Course Finding Agent: Recommends relevant courses, acting like a researcher finding the best resources for team training. Teamwork and Validation Each agent's output is validated by the routing agent, ensuring high standards and seamless integration of all parts. This is akin to a team leader who reviews the work of each member to ensure top quality before passing it on. Benefits Precision: High accuracy in detecting and addressing skill gaps. Scalability: Easily handles large datasets. Efficiency: Faster results through concurrent operations. Flexibility: Adaptable to various tasks beyond skill gap analysis. Ready to optimize your team's skills? Explore how our multi-agent approach can make a difference. #TechInnovation #SkillDevelopment #AI #LangGraph #CareerGrowth #TechTraining 👉 Read more on our blog! https://lnkd.in/ghBrq6hH
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Celebrating Canada Day: 19 Years of Warmth and Welcome 🍁 Hey everyone! As Canada Day approaches, I can't help but think about my incredible journey. It's been 19 years since I first stepped foot in this amazing country, armed with just three months of English lessons and a heart full of hope. Picture this: A wide-eyed Vietnamese teenager landing in Thunder Bay. Talk about a culture shock! 😅 My first day of high school was hilarious. I showed up dressed like I was going to a job interview - tucked-in shirt, dress pants, the works. A classmate actually asked if I was a new teacher! But here's the thing that blew me away - instead of laughing at me, people were so kind and welcoming. A guy named Steve came up to me with a big smile and we became fast friends. He taught me all about Dance Dance Revolution and even introduced me to the Big Mac challenge. (Five patties? Challenge accepted!) In class, my classmates and teachers were incredibly patient with my broken English. They saw potential in me, not barriers. When I joined a math competition in grade 12, my teammates Peter and Kyle cheered me on like we'd known each other forever. Those two were seriously smart cookies - I was lucky to have such brilliant friends! We even won first place in Northwest Ontario! When it was time for me to leave Thunder Bay for university in Ottawa, my friends did something that still warms my heart to this day. They made me a special yearbook filled with heartfelt letters and pictures of Thunder Bay. It was their way of making sure I'd always remember my time there. I've attached a photo of it to this post - it's one of my most treasured possessions. Now, as I'm about to hit my 20-year mark in Canada, I'm filled with gratitude. Being Canadian isn't just about loving hockey or drowning my pancakes in maple syrup (though I do both!). It's about embracing the values of equality, diversity, and community that I've experienced firsthand. From that nervous newcomer to the grateful almost-20-year resident I am today, I've been shaped by countless acts of Canadian kindness. As we celebrate Canada Day, I'm not just cheering for the country's birthday - I'm celebrating this incredible journey of belonging that Canada offers to all who come here. So, to all my fellow Canadians, whether you've been here for generations or just arrived - Happy Canada Day! Let's keep spreading that unique Canadian warmth. Here's to another year in this amazing country! What's your favorite thing about Canada? Share your stories in the comments - I'd love to hear them! #CanadaDay #CanadianKindness #Multiculturalism #Diversity
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The true value of upskilling goes far beyond a bigger paycheck. Here's a story that illustrates this perfectly: From 2014 to 2020, I had an employee at Futurify who turned down a job offer with more money. Why? Because he valued something even more: • Mentorship from experienced leaders (that's me and my co-founder!) • A culture fostering continuous growth • Challenging projects with great clients • Daily opportunities to expand his skillset But what made this relationship truly special was our personal connection. We played chess together during lunch breaks and I taught him mindfulness meditation. These moments of connection and learning went beyond just work tasks. This experience reinforced that today's professionals seek more than just money. They want an environment where they can truly develop, both professionally and personally. As leaders, our role isn't just to manage, but to nurture talent and create spaces where people are excited to come to work every day. Sometimes, that means taking the time to play a game of chess or share a meditation technique. Did you know? • 94% of employees would stay at a company longer if it invested in their career development • 83% of employers see attracting and retaining talent as key challenges for business success • 91% of workers who have a mentor report being satisfied with their jobs While our paths eventually diverged as he pursued new opportunities in 2020, the impact of our time together remains. We still keep in touch, which speaks volumes about the lasting connections formed through meaningful mentorship. How does your organization approach upskilling and employee development? What unique ways have you found to connect with and mentor your team? #EmployeeRetention #Upskilling #Mentorship #WorkplaceMindfulness
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🚀 Exciting New Reads on Fintech Innovation from Futurify! 🚀 We’re thrilled to share our latest insights on fintech innovation through two brand new blog posts! At Futurify, we're passionate about driving the future of finance, and these posts are packed with valuable information for anyone interested in fintech trends and user experience. 🌟 How Different Generations Use Finance Apps: Insights for Fintech Innovation 🌟 The most valuable insight from this post is understanding that Gen Z prefers quick, intuitive, and visually engaging interfaces. This preference highlights the importance of designing user-friendly and visually appealing apps to capture the attention of the youngest, tech-savvy generation. Read more here https://lnkd.in/ggNv9hAc 💡 Micro-Interactions in Fintech: Elevating User Experience to New Heights 💡 The key takeaway here is that engaging micro-interactions can turn mundane tasks into enjoyable experiences, significantly boosting user retention and satisfaction. Read more here https://lnkd.in/gZ4zbEyu Dive into these articles and let us know your thoughts. Your feedback is invaluable as we continue to innovate and improve the world of fintech. #Fintech #Innovation #UserExperience #FinanceApps #GenerationalInsights #MicroInteractions #Futurify #TechTrends
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How Secure Are Your Payment Systems? Discover the 12 PCI DSS Requirements In today's digital world, securing payment systems is as essential as your morning coffee. The Payment Card Industry Data Security Standard (PCI DSS) is here to save the day, ensuring all companies that accept, process, store, or transmit credit card information keep things secure. Why Change Default Passwords? Default passwords are like using "admin" for everything—easy to guess and a security disaster waiting to happen. Changing these defaults and using multi-factor authentication (MFA) is crucial. Imagine getting hacked and sending out embarrassing emails—avoid this nightmare with authenticator apps like Google Authenticator. The Capital One Breach Lesson Remember the Capital One breach? Over 100 million customers' data got exposed. Encrypt your data at rest and in transit like your secret chocolate stash. This breach underscores the importance of encryption and a zero-trust policy. SSL Encryption: The New Norm If your website isn’t on SSL, it’s like going out in public without pants. Recent stats show over 90% of websites use SSL—because nobody wants their data running around naked on the internet. Restrict Access: The Tesla Incident You wouldn’t give your house keys to everyone, so don’t let just anyone access your cardholder data. Tesla faced a data theft incident due to unrestricted access. Log every access to every single data point to prevent such incidents. Monitor Everything: Like CCTV for Your Data Collecting comprehensive logs is like having CCTV for your data. It helped a major retailer detect a security breach early. Utilize Security Information and Event Management (SIEM) systems for real-time analysis and alerts. Stay Secure! Ensuring compliance with PCI DSS is more than ticking boxes; it’s about protecting your customers' trust and your company’s reputation. By leveraging advanced technologies and fostering a security-first culture, you can build a robust security framework. Want to learn more? In our blog post, we delve into each of the 12 PCI DSS requirements. Check it out and share your thoughts below! https://lnkd.in/g6qvGkTA #CyberSecurity #PCICompliance #TechInnovation #StartupLife #CTO
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Attending Collision was a whirlwind of excitement and learning! Over three days, I connected with people from all over the world and absorbed insights that left me both inspired and thoughtful. One highlight was Geoffrey Hinton’s keynote, where he warned that AI could be super dangerous but also highlighted its immense benefits, like improving rare disease diagnoses by 20%, potentially saving around 50,000 lives annually. This underscores the crucial need for AI companies to prioritize safety and ethical considerations. Despite the buzz, enterprises are still navigating the ROI from integrating Large Language Models. A recent study showed AI yields strong returns for qualitative projects like chatbots, but quantitative projects often face complexity and delays. Concerns about AI taking over jobs are prevalent, with the CEO of Sourcegraph noting that easily automated jobs will be lost. Interestingly, only 1.5% of GitHub users currently use Copilot, putting early adopters ahead of the curve. At Futurify, our motto is "Redefine Your Future." Joining us is just the beginning of a long journey of learning and self-reinvention. We offer opportunities to engage with cutting-edge technology and apply it to real customer problems. We also use AI to analyze and identify skill gaps to help our developers prioritize their learning. Ultimately, it’s the individual's willpower to grow that makes the difference. In the AI-driven future, human connection, creativity, and emotional intelligence will be crucial. Developers must evolve beyond coding to manage projects and solve customer problems, leaving the coding to AI. Lastly, it was fantastic to see Vietnamese founders Trang Hanh Tran, Hung Q. Nguyen, PfMP, PMP, MinhMai Phan, Hai An Bui at the conference, from Vietnam, Calgary, and Australia. While there wasn't a booth for the Vietnamese tech community this year, I hope to see a prominent Vietnamese presence in the future. Collision 2024 has left me energized and ready to embrace the AI revolution! #Collision2024 #AI #Futurify #Innovation #Networking #AIethics #FutureOfWork #VietnameseFounders
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Unlocking Innovation: Day 1 Highlights from Collision Conference! 🚀 Day 1 at #CollisionConference was a whirlwind of inspiration and innovation! Here’s a quick recap of the highlights: 🎤 AI Agents Revolution: Kicked off with a session by the CEO of Imbue, who spoke passionately about harnessing AI agents to handle tasks autonomously, freeing us from micromanagement. Followed by the CEO of Rabbit, discussing large action models solving everyday problems. 💳 Fintech for All: Next, I dove into fintech with the CTO of Tala, who highlighted the $10 trillion market opportunity in financial inclusion for underserved populations—a topic close to my heart from my time working with Experian Singapore on a financial inclusion education app. Alternative credit scoring can be a game-changer in places like Vietnam. 💡 Product-Led Growth: Attended a masterclass with the VP of Product from Amplitude and CPO of EY. They stressed the importance of letting users experience your product without sales intermediaries. Experimentation is key, even if 80% of trials fail—they lead to invaluable insights. 🔍 Reliable AI: A deep dive with Intuit’s chief scientist on building dependable AI was illuminating. Their research on reducing AI hallucinations offered practical applications for our own AI projects at Futurify. 🤝 Networking Galore: Wrapped up the day connecting with amazing startup founders. A highlight was meeting the founder of WorkSimply. Through him, I was introduced to the cofounder and CPO of CVPartner from Norway, whose $6M ARR business is impressive. We had a great conversation about using AI to build developer CVs from their tasks and code. Exhausting, but so worth it. Excited for Day 2! #AI #Fintech #ProductLedGrowth #Networking #Innovation #TechStartups
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How Remote Work is Transforming Fatherhood Ever wondered how remote work is reshaping fatherhood? 👨💻 As a work-from-home dad, I’ve gained more than just extra hours—I’ve gained invaluable moments. The shift to remote work has allowed me to be present for my kids’ milestones, from first steps to school projects, in ways I couldn’t before. 👣🏆 With my wonderful wife also working from home, we balance the demands of work and family life together, stepping in for each other when needed. 👩💻💪 Data shows remote work can lead to a 13% increase in productivity and a better work-life balance. For fathers, it means being role models at home and in their careers. This Father’s Day, let’s celebrate the dads who are balancing Zoom calls with bedtime stories, showing that success is possible in both realms. 📈📚 How has remote work impacted your family life? Share your story! 👇 #FathersDay #WorkFromHome #Parenting #RemoteWork #WorkLifeBalance
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Enhancing Convenience and Security with Our New Consumer Loan App 🚀 In today's fast-paced world, ease and efficiency are crucial. We're excited to introduce our latest project: an innovative consumer loan app for a leading bank in Vietnam. Key Features: Secure Login: Choose from username/password, facial recognition, or fingerprint sensor for enhanced security 🔒. Guided Onboarding: A quick tour helps users navigate the app with ease, improving engagement 🌟. Browse and Track Loans: Easily explore loan products and track application status with a clean, card-based interface 📊. Loan Calculator: Determine borrowing amounts, interest rates, and monthly payments with interactive visual aids 💡. Simple Application Process: Fill out forms and upload documents securely, guided by OCR technology 📄. AI-Driven Verification: Advanced facial recognition ensures user identity with over 80% accuracy, backed by manual review 🤖. Comprehensive Support: Clear instructions and real-time feedback through chatbots or in-app messaging 💬. Our new app leverages AI technology to simplify and secure the loan application process, making it user-friendly and compliant with industry standards. Stay tuned for the official launch and experience seamless loan management. #Fintech #AI #LoanApplication #UserExperience #Security #Innovation #VietnamBanking Click here to read more on our blog. https://lnkd.in/g2vG4WjF
How to Enhance Convenience and Security with Our New Consumer Loan App
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head of design @ futurify
3wThrilled to see the impact of our multi-agent system on skill gap analysis. High accuracy and faster results are just the beginning!