on the H1B visa scene, the amount of hatred from Americans towards Indians isn't astonishing but SAD. Indians over there living peacefully not engaging in any crimes just providing for their family and the amount of racism hurled towards us is just CRAZY!! Americans and the rest

created a small DevOps project after so long: ✅multi stage docker build ✅spinned up a K8s cluster ✅CI/CD using GA and ArgoCD ✅Used Helm Charts and did Ingress Controller creation nice!

we got 2 freakin World Champions from India today, why's no one talking about it? World Para Archery Champion - Sheetal Devi 🇮🇳 Men's High Jump F63 at World Para Athletics Championship 2025 - Shailesh Kumar 🇮🇳 ABSOLUTE INSANITY🔥 SO PROUD🫡

DeepSeek V3.2 breakdown 1. Sparse attention via lightning indexer + top_k attention 2. Uses V3.1 Terminus + 1T continued pretraining tokens 3. 5 specialized models (coding, math etc) via RL then distillation for final ckpt 4. GRPO. Reward functions for length penalty, language

reach out!

i did not read this as "MACROHARD" at all😭

The Model is the Product!⚡️ Bringing a great pod with Alexander Doria - we'd talked about pre-training recipes, common corpus, mid-training, agentic systems, good post-training and everything ai. [podcast link in replies]

The more attached you are to an idea, the less you are to see other ways to operate. Hold true to yourself AND have the humility to remain curious, coachable and open minded.

Welcoming Bhindi to the dAGI Summit Bhindi AI is an agentic AI platform that acts as the definitive interface between humans and AI. Instead of switching between apps, users simply tell Bhindi what they want, and the agents get the work done, from productivity to crypto,

i really do hope i had the ability to even imagine Bhagwan Vishnu divine form but we mere humans lack that ability, some are able to achieve this thru intense meditation but can we really call them human at that point? My lord really is supreme🕉️🙏

after making RAG chatbots, fine-tuning models and now covering MCP in-detail it feels like i'm forgetting everything i did in the past with classical ML and DL😭

exploring Kubeflow today!

suffered a defeat today, but we keep MOVING ON!