2025 stretched me in many ways and pushed me far outside my comfort zone. It was messy, imperfect, and intense at times, but when looking back, the dominant feeling is gratitude for everyone who encouraged, challenged, and supported me.
AI and hackathon wins
Felt proud that this hackathon project won an internal award, and now exploring how to get it funded and move it toward production.
Created a full-stack game (UI, graphics, backend, APIs, monitoring, database, and interactive API docs) in just a few days something that would usually take weeks or months. It honestly felt a bit magical when everything worked together.
Received multiple “level-up” recognitions coins from my company for growing myself, my projects, and my team through innovative work.
Certifications and leveling up
Became AWS Certified AI Practitioner this year.
Grateful to my company’s Level Up program for sponsoring the training and exam, and for giving me the nudge to keep raising my own bar.
Continued to deepen skills in AI, full-stack engineering, cloud, and product thinking, with more focus on impact and less on just “cool tech.”
Work highlights and trust
Was trusted by leadership to design and implement the integration between my company’s identity system and the gaming identity platforms of Netflix Games and Amazon Luna, under a tight timeline.
This project was a big growth moment and a reminder of how much can happen when people believe in you.
Very grateful to my directors, VP, and tech leadership for backing me and giving me room to learn and execute on such a big integration.
Content, podcast, and community
Finally launched my long-time dream podcast “Tech and Wisdom” in May 2025, thanks to a push from my mentor and former CTO, who is now CEO at TLEX Mind Matters (https://tlexmindmatters.com/). I very grateful to Raghu for believing in the idea and supporting the first steps.Felt a lot of love from my network for my AI education content, which motivates me to keep sharing what I learn in a simple and honest way.
For 2026, committing to at least two meaningful, educational AI posts every month for this community.
Balancing ambition and health
In trying to juggle many things in 2025, my health definitely took a hit. In 2026, planning to be much more intentional about physical and mental health, and to use AI as a quiet assistant 🙂
Wishing you and your loved ones a very happy and prosperous New Year 2026 — may you grow in your career, finances, relationships, physical health, and mental well-being. 🌟
This certification reflects my dedication to building real-world AI tools and understanding how to deploy machine learning at scale. I’m currently exploring opportunities to apply these skills across Identity, tooling, and AI-driven automation systems.
🎉 Excited to share a new milestone! I’ve just completed the “Mastering AWS Certified AI Practitioner (AIF-C01) – Hands-On!” course on Udemy, taught by the brilliant team at Sundog Education by Frank Kane. ✅
This course deepened my understanding of foundational AI/ML concepts, AWS services like SageMaker, Comprehend, Lex, and how to build responsible and explainable AI systems — all with hands-on projects. 🧠⚙️
📅 Completed on: June 2, 2025 🎓 Certificate earned: Full course completion validated by Udemy
Grateful for platforms like Udemy that make continuous learning accessible and practical. Looking forward to applying these skills to real-world challenges and solutions!
I’m organizing a powerful meditation session led by my former colleague and CTO, Raghunath Sapuram seasoned meditation teacher with 20+ years of experience.
This practice has personally helped me stay focused, reduce stress, and operate at my best. If you’re looking to level up your performance while staying grounded, don’t miss this chance.
🧘♂️ Ready to 10x your productivity and find mental clarity?
In today’s world of economic upheaval, global conflicts, and relentless stress, inner peace isn’t just a luxury — it’s a lifeline. Meditation is the art of staying grounded when the world is shaking.
You are lovingly invited to an in-person Sahaj Samadhi Meditation Course in Austin, guided by the highly respected Rahul Sapre, an IIT graduate and seasoned meditation teacher with over 20 years of experience. Organized by Prem Aseem Jain, this course will teach you how to effortlessly dive into deep meditation and experience profound rest.
📍 Location: Prem & Sony’s Home Austin, Leander, TX 78641
🗓️ Dates and Times: • Friday, May 2, 2025 | 7:00 PM – 9:00 PM (CT) • Saturday, May 3, 2025 | 9:00 AM – 11:00 AM (CT) • Sunday, May 4, 2025 | 9:00 AM – 11:00 AM (CT)
✅ Build real-world projects to showcase your skills
✅ Stay consistent. Keep learning. Ship code.
Whether you’re a student, frontend dev, or career switcher, backend development opens the door to high-impact, scalable systems that power today’s apps.
Here’s the link to my YouTube video where I’ve explained this topic in detail.
Drop a comment if you’re just getting started or share your favorite backend resource!
📚 Pro tip: Don’t just learn—build. That’s where the real growth happens.
Artificial Intelligence (AI) is often associated with Machine Learning (ML)—and for good reason. ML is the beating heart of AI, enabling systems to learn from data, adapt to patterns, and evolve over time.
But what happens when you remove ML from AI? It becomes an artificially dumb system. 😲
Why Machine Learning is Essential for AI
When we talk about intelligence, we mean the ability to learn from experience and improve over time. Just like a human learns from mistakes, ML helps AI refine its decisions based on feedback and real-world interactions.
Without ML, an AI system would:
✅ Remain static—no learning, no evolution.
✅ Lack adaptability—unable to improve based on new information.
✅ Miss out on real intelligence—it would simply be an advanced rule-based system.
If you remove ML from AI, the system would be as “smart” on Day 100 as it was on Day 1—which means no progress, no updates, and no self-improvement.
The Role of Machine Learning in AI Systems
Machine Learning allows AI to:
🔹 Identify patterns and predict future outcomes.
🔹 Improve decision-making based on past data.
🔹 Continuously update itself to remain effective.
This means AI without ML is like a car without an engine—it may look smart, but it won’t go anywhere. 🚗💨
Can AI Exist Without Machine Learning?
Some AI applications, like rule-based systems and expert systems, don’t use ML. But these are limited in capability and cannot learn or evolve. True artificial intelligence requires ML to continuously enhance its performance.
Final Thoughts: AI Needs ML to Stay Smart
On a side note, even humans sometimes fail to learn from their mistakes. 😆 But unlike AI without ML, at least we have the ability to improve.
💡 What do you think?
Can AI be truly intelligent without ML? Or would it just be an artificially dumb system? Let’s discuss in the comments! 👇
Wishing everyone a very Happy Diwali! ✨ May this festival of lights bring you joy, prosperity, and endless celebrations.
I’m excited to share a glimpse of my Diwali celebration with you all – here is my latest dance performance I hope it brings a smile to your face and adds a little extra joy to your day.
Apart from being a certified yoga teacher, I am also passionate about choreography, especially in the Bollywood dance style. Dance is not only an art but a powerful tool for maintaining mental health and physical fitness. If anyone is interested in dance lessons or would like to explore the vibrant world of Bollywood dance, feel free to reach out!
Let’s dance towards a healthier, happier life together.
Steps to repair patches in a lawn with overseeding:
Identify the Patches: Walk around your lawn and identify areas with thin or bare grass patches that need repair. Note the size and shape of each patch.
Prepare the Soil: Use a rake or garden fork to loosen the soil in the patch area. Remove any debris, such as dead grass, rocks, or weeds, to create a clean and receptive surface for new grass seeds.
Level the Area: Ensure the patch area is level with the surrounding soil. You can add a thin layer of topsoil if needed to even out any low spots.
Choose the Right Grass Seed: Select high-quality grass seed that matches the existing grass species in your lawn or is suitable for your climate and soil type.
Overseed the Patch: Spread the grass seed evenly over the patch area. Use a handheld spreader or broadcast spreader for larger patches. Aim for a uniform coverage to ensure even growth.
Rake the Seed In: Lightly rake the grass seed into the soil to ensure good soil-to-seed contact. This helps with germination and establishment of the new grass.
Water Thoroughly: After overseeding, water the patched areas thoroughly to moisten the soil. Keep the soil consistently moist, but not waterlogged, to promote germination and growth.
Apply Fertilizer (Optional): Consider applying a starter fertilizer specifically designed for new grass seed to provide essential nutrients for healthy growth. Follow the instructions on the fertilizer package for proper application.
Monitor and Maintain: Keep an eye on the patched areas and continue to water regularly until the new grass becomes established. Avoid walking on or mowing over newly seeded areas until the grass reaches a height of at least 3 inches.
Regular Maintenance: Once the new grass has established itself, incorporate the patched areas into your regular lawn maintenance routine. This includes mowing, watering, fertilizing, and addressing any weed or pest issues as needed.
By following these steps, you can effectively repair patches in your lawn through overseeding, helping to restore a lush and healthy turf.
I established/started this non-profit organization with the goal of raising awareness about arthritis. If you’re interested, you can follow us on Instagram https://lnkd.in/gD4ViWwA
PremAseem.me 