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Building Dashboards That Solve Real Problems in Medical Education Introduction Completing a certification is one thing; translating that knowledge into practical, high-impact solutions is another. As a data professional supporting healthcare training systems, I recently completed three Microsoft certifications through Coursera: Data Modeling in Power BI Harnessing the Power of Data with Power BI Preparing Data for Analysis with Microsoft Excel While I’m proud of these achievements, this post is not about credentials. It’s about how these structured learning pathways equipped me to build dashboards that improve clarity, efficiency, and decision-making in medical training environments, from curriculum mapping and surgical logbooks to supervisor engagement and performance monitoring. This Power BI dashboard is a proof of concept , which shows trainning exposure and experience, which still need to be connected to the gateway for live interaction. The Foundation: Why Formal Training Mattered Self-learning Power BI is possible and common, but completing structured courses gave me a faster, more disciplined path to problem-solving. These certifications provided the architectural thinking and practical know-how needed to: Build efficient, scalable data models tailored to complex relational healthcare data Clean, transform, and prepare messy Excel records for analysis Design compelling, user-friendly dashboards for non-technical stakeholders Implement powerful DAX calculations for performance measurement The result? Solutions that don’t just look good they work under pressure and scale as needed. Real-World Impact: Turning Data into Action Curriculum Mapping & Training Site Visibility Challenge :  The curriculum data was collected at the ground level through surveys filled out by each site, making site-level analysis complex. We faced challenges such as large column headers that hindered Power BI filtering, duplicate records, and inconsistent data that required assumptions and hierarchical adjustments to aggregate information back to the site level accurately. Solution :   To simplify building the dashboard, I first cleaned and standardized the data by addressing duplicate records and shortening overly long column headers to improve filtering performance in Power BI. Where data gaps or inconsistencies existed, I made informed assumptions. These steps enabled me to create a streamlined, well-structured dataset that powered efficient visualization of active curricula, site capacity, and gap analysis. Outcome : By cleaning, standardizing, and restructuring the data, the dashboard became easier to build and more reliable. This resulted in improved accuracy and clarity when visualizing curriculum activity at the site level, enabling stakeholders to quickly identify capacity utilization and training gaps. Ultimately, it enhanced coordination across training locations and supported more informed decision-making for resource allocation and curriculum planning. Surgical Logbook & Procedure Tracking Challenge:   Trainees were tracking procedures that were recorded on Analytics and can be exported as a CSV file, making it difficult to audit performance or draw insights. The underlying data was unstructured , and compulsory procedures were not properly recorded, further complicating accuracy. Solution:   I used Power Query and custom transformations to restructure these into a single, filterable field. Inconsistent tags, were standardized using conditional logic and DAX calculations to ensure accurate tracking of trainee progress. Additionally, I cleaned and consolidated multiple large-scale Excel rows, removing formatting issues, normalizing text entries, and transforming the data into a star schema model. This made the dashboard scalable, responsive, and highly informative for stakeholders reviewing procedural experience across subspecialties and training sites. Outcome :   These data preparation efforts enabled the creation of a scalable and high-performance dashboard that delivers accurate and actionable insights into trainee progress. Stakeholders can now confidently track procedural completion against required minimums, filter by subspecialty with ease, and monitor training across multiple sites. This improved data quality and model structure led to faster report generation, enhanced compliance monitoring, and better-informed decisions for training management. SSTS Supervisor Training & Points System Challenge :  The recently launched SSTS supervisor training program required tracking completion. There was no centralized system to view supervisors’ training progress or engagement, making it difficult to accurately assign the completion points. Solution :  I developed a comprehensive Power BI dashboard that: Consolidated and cleaned data from Excel sheets into a single, unified dataset Transformed correspondence and module completion records originally in different rows into a format enabling easy filtering by college and individual supervisor Visualized training completions clearly, showing who had finished which modules and how many points were achieved. Enabled the extraction and reporting of the points to respective colleges for recognition and record keeping Outcome :  The dashboard significantly improved transparency of supervisor training status, recognized active participants with accurate completion point allocation, and supported stronger alignment with organizational incentives and training goals. Key Technical Takeaways These projects reinforced several essential lessons from my certification journey: Star Schema Is Essential :  Clean data modeling, as taught in Data Modeling in Power BI, proved crucial when managing over 10 million surgical logbook records without compromising performance. Excel Is a Friend, Not a Foe :  Preparing Data for Analysis showed me how to use Excel as a staging area, streamlining data transformation before loading into Power BI. DAX Unlocks Dynamic Logic :  Designing point-based systems and conditional alerts required sophisticated DAX calculations, a core element of the Harnessing the Power of Data course. Conclusion: Certifications as Catalysts, Not Endpoints Certifications were just the beginning. Their real value emerged when I began applying what I learned to solve unglamorous but critical operational problems. In Ophthalmology healthcare training, where analytics directly influence clinician development, robust, user-focused dashboards do more than report the past. They make better decisions for the future. If you're a data professional considering certification, my advice is this: Don't stop at the badge. Use it to build something that matters. Are you facing data challenges in healthcare or education? Let’s connect on LinkedIn. I’d be happy to collaborate or offer insights on building impactful data solutions.

Kayaking is an activity that many dream of trying, but for my wife and me, it recently became a reality at the serene Lake Ginninderra in Canberra on December 7th 2024. As first-timers, we couldn’t have asked for a better location to paddle away our fears and enjoy the tranquility of the outdoors. Here’s a glimpse into our kayaking adventure, tips on what to do (and not to do), and why Lake Ginninderra is the perfect choice for beginners. Our Kayaking Experience As we arrived at Lake Ginninderra on a sunny Saturday after 4 PM, the shimmering water and lush surroundings instantly put us at ease. The lake’s calm waters, free from strong currents and motorized boats, created the ideal environment for a stress-free introduction to kayaking. We had purchased our own kayak from Aldi for $150 and life jackets for $39 each, making it a more personal and economical experience. The initial moments were wobbly as we figured out how to coordinate our movements, but within minutes, we found our rhythm. Paddling through the still waters, we marveled at the beauty of the lake, the chirping birds, and the gentle rustling of leaves. We spent over an hour exploring the nooks and crannies of the lake, occasionally pausing to enjoy the views and take photos. It was both relaxing and invigorating a perfect escape from the hustle of daily life. What to Do at Lake Ginninderra Prepare Your Equipment: If you’re bringing your own kayak, ensure it’s in good condition and fits your needs. Start Later in the Day: The evening hours after 4 PM offer cooler weather and a more serene atmosphere. ( Dont go after 7:30 because sun will start to set) Dress Appropriately: Wear comfortable, water-resistant clothing and bring a change of clothes in case you get wet also prefer wearing slippers because shoes will get wet easily. Bring Essentials: Pack sunscreen, a hat, water, and a waterproof bag for your phone and valuables. Explore the Shoreline: Paddle close to the lake’s edges to enjoy the scenic views and spot native wildlife like ducks and swans. What Not to Do Don’t Overestimate Your Skills: It’s tempting to paddle far out on your first attempt, but staying close to the shore is safer for beginners. Avoid Busy Hours: Peak times can lead to crowded waters, making it harder to maneuver if you’re still learning. Don’t Forget Safety Gear: Always wear a life jacket, regardless of how shallow the water might seem. Refrain from Standing Up: Standing in a kayak can cause it to tip over, especially if you’re a beginner. Skip Littering: Keep the lake pristine by disposing of trash responsibly. Why Lake Ginninderra is Perfect for Beginners Lake Ginninderra’s gentle waters and lack of strong currents make it an excellent spot for first-time kayakers. The lake’s manageable size means you’re never too far from the shore, providing a sense of security. Additionally, the calm atmosphere and picturesque surroundings make the experience enjoyable, even if you’re not a pro at paddling. For those looking to enhance their adventure, Lake Ginninderra also offers nearby picnic spots, walking trails, and cafes, making it a full-day outing. Final Thoughts Kayaking at Lake Ginninderra was an unforgettable experience that deepened our appreciation for nature and each other. Whether you’re looking for a peaceful escape, a bit of exercise, or just a new hobby, this lake is the perfect starting point. So grab a paddle, embrace the adventure, and let the waters of Lake Ginninderra guide you toward a new passion. Making waves and memories on our first kayaking adventure at Lake Ginninderra 🌊🚣‍♂️💙 #KayakingBeginners #LakeGinninderra #WeekendAdventures"

It all began with a simple idea: what if we could make a difference by redistributing what we no longer need? Together with five friends, we set out on a mission to collect old clothes from our community and turn them into meaningful gifts for those who needed them the most. This project wasn’t just about the clothes; it was about reaching out, helping others, and changing the way we saw the world. The Planning Phase: An Initiative Takes Shape As a close-knit group of friends, we were united by a shared desire to help our community. We started by reaching out to friends, family, and local residents, asking if they’d be willing to donate clothes they no longer used. The response was inspiring—people were more than willing to contribute, and before long, we had gathered a significant collection. Seeing the outpouring of generosity gave us all a new appreciation for the power of community. Preparing for Donation: From Collection to Care Once we had the clothes, our work was far from over. We carefully sorted, washed, and organized everything into categories to ensure that each item was in its best condition before giving it away. The effort of going through each item made us reflect on the importance of respect and dignity in helping others. We realized that helping wasn’t just about giving away things; it was about sharing hope and compassion with those who might feel forgotten. Making a Difference: Donations to Manab Sewa Ashram, Orchid Garden School, and Bara We chose three locations to make our donations: Manab Sewa Ashram, which supports homeless and vulnerable people; Orchid Garden School for Kids, where children from low-income families study; and a village in Bara, where many families face economic hardship. Each destination was unique, but the sense of fulfillment we felt at each place was the same. At Manab Sewa Ashram, we saw firsthand the gratitude in people’s eyes, reminding us of the importance of small gestures. At Orchid Garden School, the children’s excitement over receiving new clothes was heartwarming, and in the village of Bara, we were humbled by the welcome we received. A Life-Changing Experience: Transforming My Perspective This donation program did more than help others—it profoundly changed me. I realized that helping those in need doesn’t require grand gestures. Often, it’s the small acts of kindness that mean the most. Giving isn’t just about material things; it’s about uplifting someone’s spirit, showing compassion, and restoring a sense of hope. Through this experience, my perspective shifted from focusing on what I have to what I can share with others. Looking Forward: A New Commitment to Community Service This journey of giving has left me with a renewed commitment to community service. Together with my friends, I’m more motivated than ever to find ways to support those who need it most, and I hope to inspire others to join us. If we all contribute in small ways, the impact can be life-changing—not only for those we help but for ourselves as well. This experience taught me that kindness and generosity create ripples far beyond what we can see, and that by reaching out to help, we can transform both our lives and the lives of those around us.

Stepping onto the University of Canberra campus for the first time felt like the beginning of an adventure. The choice to pursue a Master’s in Business Informatics was driven by my passion for technology and the desire to bridge the gap between data, business strategy, and decision-making. Now, as I prepare to graduate, I look back on this incredible journey with pride and gratitude. The Academic Journey: Blending Business and Technology The Business Informatics program offered a powerful mix of coursework, hands-on projects, and real-world case studies, all designed to merge business insight with data-driven technology. From foundational courses in data analysis and database management to advanced studies in IT governance, systems analysis, and strategic management, I gained a comprehensive understanding of the role technology plays in today’s business world. Every course challenged my thinking, pushed my boundaries, and gave me tools to analyze and solve complex business problems. Building Practical Skills and Real-World Experience One of the highlights of the program was the emphasis on practical skills. Whether it was through internships, collaborative projects, or real-time data simulations, each experience provided valuable insights. Working on live projects alongside my classmates, I saw firsthand how businesses harness data to make strategic decisions. These opportunities not only helped me apply my skills in real scenarios but also prepared me for the fast-paced, data-driven world of business. The University of Canberra Community: Support and Connection Being part of the University of Canberra community was a privilege. The professors, who were not only knowledgeable but also passionate about their fields, inspired me to think critically and strive for excellence. I made connections and friendships that I know will last a lifetime, forming a network of peers and mentors who encouraged and supported me at every step. A Look Ahead: What Comes Next Graduating with a Master’s in Business Informatics is more than an academic milestone it’s the beginning of a journey toward making meaningful contributions in my field. Equipped with this degree, I’m excited to explore roles that allow me to apply my skills in business intelligence, data analytics, and technology-driven strategy. The possibilities are endless, and I’m ready to embrace the challenges and opportunities that lie ahead. A Heartfelt Thank You As I reflect on my time at the University of Canberra, I’m filled with gratitude. To my family, friends, professors, and mentors, thank you for your unwavering support. This degree represents not only my hard work but also the encouragement and inspiration I received along the way.

On December 15, 2021, I proudly walked across the stage at Kathmandu University’s twenty-seventh convocation ceremony, receiving my Bachelor’s degree in Business Administration. It was a surreal moment – one that encapsulated four years of hard work, growth, and unforgettable experiences from 2017 to 2021. The journey to this point was filled with both challenges and triumphs. Starting out in 2017, I was eager but also uncertain about what lay ahead. The BBA program at Kathmandu University offered a robust foundation in business principles, but it also taught me so much more than just academics. I learned how to collaborate effectively, lead teams, and navigate real-world business problems. The university’s focus on practical learning meant that each project and presentation was a step toward understanding the complexities of the business world. One of my proudest achievements during these years was successfully completing several challenging projects, which helped me develop key skills in strategic planning, financial analysis, and marketing. These projects allowed me to apply theory to practice, giving me insights into how businesses operate in dynamic environments. Through various group assignments, I also honed my communication and teamwork abilities, realizing the importance of diversity in perspectives. Beyond academics, my time at Kathmandu University was marked by strong friendships and a supportive community. The relationships I formed with my professors and peers were invaluable, and their encouragement helped me push through difficult times. We celebrated each other's successes and supported one another through challenges, creating memories that will last a lifetime. Graduation day was filled with joy, pride, and a bit of nostalgia. Wearing my cap and gown, holding my diploma, and sharing the moment with my family and friends was incredibly rewarding. This degree is more than just a piece of paper; it’s a testament to the dedication, resilience, and growth I experienced over these four years. As I look forward to the future, I carry with me the lessons and skills I gained at Kathmandu University. I am excited about the possibilities that lie ahead and am grateful for the foundation this education has provided. 4o

This year, I had the privilege of receiving two significant awards at Assetlink – the Signature Behaviour Award and the Spot Award. These honors have not only been a validation of my efforts but also a reminder of the strength that teamwork and a calm mindset bring, even in unpredictable situations. The Signature Behaviour Award was a highlight, recognizing my dedication to helping my team members and consistently being available to handle tasks and requests. It’s been a fulfilling experience to know that my support for others has made a positive impact. The Spot Award came as a surprise. It was awarded for my response to an unexpected flood incident at the Canberra Centre earlier this year. With my team, I worked to keep the situation under control, maintaining calm amidst chaos and coordinating with the Client Relationship Manager and the Center Security Manager. This award highlighted the importance of remaining proactive and adaptable, especially when facing challenges beyond our control. I’m incredibly grateful to Assetlink and to my colleagues who have supported and inspired me along the way. These awards have strengthened my resolve to continue growing professionally and to embrace each opportunity to contribute positively to our team. Fig:- Mail and Award received as a recognition

I completed a 6-day intensive training program at the Jim’s Group headquarters in Mooroolbark, Melbourne, as part of my journey to becoming a Jim's Cleaning franchisee. The experience was incredibly valuable and insightful, offering both practical skills and business strategies tailored specifically for Jim's franchisees. Staying at the headquarters added to the immersive experience, and I even had the opportunity to meet and learn directly from Jim Penman himself! He shared invaluable advice and personal insights, reminding us of the importance of quality service and customer satisfaction in every job. This mentorship from Jim was one of the highlights of the training. Overall, the week was packed with hands-on learning, networking with other franchisees, and gaining a solid foundation to grow my business under the Jim’s Cleaning brand.