Day 56 of #111DaysOfLearningForChange Added gradient accumulation to training loop. Simulates larger batch size on limited GPU memory. 4 steps → effective batch 64. @CodeForChangeNp #CodeForChange #Day56LearningForChange

Day 55 of #111DaysOfLearningForChange Added mixed precision training (AMP) to DDP pipeline. 2x faster, 30% less VRAM. Accuracy unchanged. @CodeForChangeNp #CodeForChange #Day55LearningForChange

Day 54 of #111DaysOfLearningForChange Added distributed data parallel training with PyTorch DDP. 4 GPUs → 3.5x speedup. Logs sync to MLflow from each rank. @CodeForChangeNp #CodeForChange #Day54LearningForChange

Day 53 of #111DaysOfLearningForChange Wrote a script to monitor GPU utilization during training. Logs to MLflow. Detected 30% idle → optimized dataloader to fix. @CodeForChangeNp #CodeForChange #Day53LearningForChange

Day 52 of #111DaysOfLearningForChange Added batch inference with multiprocessing. Processes 10K rows in 12s vs 45s sequentially. @CodeForChangeNp #CodeForChange #Day52LearningForChange

Day 52 of #111DaysOfLearningForChange Added batch inference with multiprocessing. Processes 10K rows in 12s vs 45s sequentially. @CodeForChangeNp #CodeForChange #Day52LearningForChange

Day 51 of #111DaysOfLearningForChange Added memory profiling to inference API. Logs RAM usage per request. Alerts if >500MB per prediction. @CodeForChangeNp #CodeForChange #Day51LearningForChange

Day 50 of #111DaysOfLearningForChange Halfway there! Today added model quantization to ONNX pipeline. INT8 vs FP32: 40% smaller, 1.8ms inference. Accuracy drop <0.5%. @CodeForChangeNp #CodeForChange #Day50LearningForChange

From bold ideas to breakthrough solutions, the Tie Global Hackathon became a playground for innovation. Young minds collaborated, coded and tackling real-world challenges with passion, teamwork and fresh perspectives. A true celebration of problem-solving, innovation, and leadership, empowering the next generation to build the future, one idea at a time. #TieGlobalHackathon #iStartRajasthan #CodeForChange #YoungInnovators

Unleash your inner hacker! 🔥💻 Let’s turn challenges into opportunities and ideas into reality. @ncetofficial #SmartIndiaHackathon #NCET @ncetofficial @PMOIndia #hackthon #Hackathon2025 #CodeForChange

🚀 It’s almost time! Africa’s biggest Hackathon kicks off tomorrow! 💻🌍 Over the next 72 hours, 10,000 innovators from across the continent will code, create, and collaborate virtually — building real solutions to Africa’s biggest challenges. Here’s what you need to know before launch day: ✅ Complete your onboarding on Sonke: sonke.gklink.co/event/fnbaoy… 🎥 Catch all the action via the live stream & broadcasts here: youtube.com/channel/UCnv4YTq… 📘 Check out the full programme to plan your weekend of innovation: appoftheyear.co.za/wp-conten… Get ready to #HackTheFuture, #CodeForChange, and show the world what imagination can do. 💡🔥 @FNBSA #AppOfTheYear #Hackathon2025 #AfricaInnovates

🚀 The countdown is ON! Just 100 days to Innerve X — India’s largest student-driven hackathon is back, louder & larger than ever! ⚡ 🗓️ 30–31 Jan 2026 💻 Where creativity meets code & ideas shape the future. Are you ready to Code. Create. Conquer? ~ May The Source Be With You ❤️ #InnerveX #Hackathon #Tech #Innovation #Coding #Developers #AI #MachineLearning #OpenSource #TechCommunity #StudentHackathon #CodeForChange #FutureIsNow #TechRevolution #StartupIndia #InnovationChallenge #TechForGood #WomenInTech #NextGenCoders #DigitalIndia #LearnBuildGrow #ProgrammersLife #HackTheFuture #CodeNewbies #DevCommunity #EngineerLife #TechEvent #BuildInPublic

🚀 Code is more than just a line, 💓 It’s the heartbeat of change in time. 💡 C’Labs applies pioneering technology, ✨ Opening paths to new breakthroughs ahead. 📩 Contact us for collaboration #CLabs #Innovation #FutureTech #CodeForChange #TechVision #Partnership

lnkd.in/dUJnx6Cm 🌹नेपालमा पहिलो पटक गण्डकी विश्वविद्यालय द्वारा प्रमाणित ArtificiaI Inteligence/Machine Learning Course को माइक्रो डिग्री पाईने ६ महिने ट्रेनिङ प्रोग्राम सुरु हुँदैछ । प्रोग्राम #CodeforChange Pokhara, राष्ट्रिय आविष्कार केन्द्र र #AICommunityNepal ले सहकार्य गरेर सुरु गर्दैछन। यो कार्यक्रममा सहभागी हुनेहरुले विश्वविद्यालय द्वारा माइक्रो डिग्री प्रमाणपत्र, इन्टर्नशिप को अवसर, लगायत थुप्रै अवसर हरु पाउने छन्। Orientation Program मा सहभागी हुन तलको फारम भर्नुहोला ।🙏🌹

Day109 #111DaysOfLearningForChange Today I hosted Cloudminds:The Team induction with my team. We together build networks,leadership and got to know more about cloud computing.@CodeforChange2 #111DasyOfLearningFotChange #CodeForChange

Day108 #111DaysOfLearningForChange Divedinto the world of AI with the Turing Test.Explored how philosophyand other disciplines shape the way we understand AI. It's amazing how deeply human questions influence machine thinking.@CodeforChange2 #Day108LarningForChange #CodeForChange

Day106 #111DaysOfLearninfForChange Today i revised web scraping. Scrapied structured data from HTML tables using BeautifulSoup.@CodeforChange2 #Day106LearningForChange #CodeForChange

Day105 #111DaysOfLearningForChangeToday i learned about sigmoid function. It maps any real valued number to a value between 0 and 1.@CodeforChange2 #Day105LearningForChange #CodeForChange

Day104 #111DaysOfLearningForChange Exploring Finite Automata and its two main types: DFA (Deterministic Finite Automaton) one state, one path NFA (Nondeterministic Finite Automaton) many paths, one solution.@CodeforChange2 #Day104LearningForChange #CodeForChange

Day 101 #111DaysOfLearningForChange @CodeforChange2 Learned how to use Scikit-Learn Pipelines today! 🚀 Pipelines help combine preprocessing & modeling steps into one simple workflow, making ML projects cleaner and faster. #Day101LearningForChange #CodeForChange