PinnedFine-Tuning a Vision LLM : My Journey and Lessons LearnedLessons learned from fine-tuning and deploying a large vision-language model that scalesSep 13Sep 13
PinnedPublished inAWS in Plain EnglishDeploying a Self-Hosted LLM API on AWS with CDKIn my previous post, I discussed when it makes sense to self-host large language models (LLMs) and how the cost compares with using managed…Jul 7Jul 7
PinnedPublished inAWS in Plain EnglishFine-Tuned Private LLM on AWS: When, Why, and How to Scale It RightIn the era of rapid advancements in Generative AI, many developers and startups face a key decision — should you fine-tune a foundation…Jul 7Jul 7
Think in Systems, Not SolutionsSystem thinking turns individual wins into organizational momentum.5d ago5d ago
The Worst Career Advice I Keep Hearing: “Make Yourself Indispensable”During a recent conversation, a friend mentioned that someone at work had advised him…Oct 27Oct 27
Building a Scalable End-to-End Image Classification Pipeline on AWSOne of the hardest parts of Machine Learning is not training the model — it’s building the pipeline around the model: data prep, training…Oct 8Oct 8
AI-First Doesn’t Mean AI-MustWe’ve all seen it: every roadmap, every pitch deck, every product update suddenly has “AI” stamped on it. But here’s the hard truth …Sep 29Sep 29
A Message to CEOs on AI AdoptionMcKinsey published a report [1] around mid June this year on “A CEO playbook to solve the gen AI paradox” and why fewer than 10% of…Sep 27Sep 27
AI Coding Is as Good as You Are: As I experiencedAI Coding Is as Good as You Are. If you’re a software engineer wondering whether AI will replace your job, my advice is …Feb 18Feb 18
Why AWS Bedrock Is A Game Changer for Enterprise & SMB AI Application DevelopersWhile Amazon’s Titan, Nova have not received the same level of hype, AWS has introduced a powerful & unique offering — AWS BedrockFeb 3Feb 3
