THE LANDSCAPE OF EMERGING AI AGENT ARCHITECTURES FOR REASONING, PLANNING, AND TOOL CALLING: A SURVEYKey Summary notesAI agent architectures are either comprised of a single agent or multiple agents working together to solve a problem.Agent Persona. An agent persona describes the role or personality that the agent should take on, including any other instructions specific to that agentReAct. In the ..read more

My selected list from below bookmarked articlesTry to become a new person every 3-6 years.Try to solve big problems as fast as possible. Adding a little bit of extra productivity to every day is great advice. The challenge can be finding the time, which means you need to subtract time from some other activities.I write only when inspiration strikes. Fortunately it strikes every morning at ..read more

I want to learn ML -> Take a course I know the basics from the course -> Try the code examples I tried but I don't know what's next -> Find a use case I found a use case -> Collect data I collected the data -> Model the ML problem I built an ML model -> Create an API to consume it I built an API -> Dockerize it Is the API scalable? -&gt ..read more

From my 2 decade observations,Title <> Experience Title <> Knowledge Good failures can be Good knowledge experiences but people without TitlesI have worked with all ages 20's, and 30's. My peers.With my juniors, I give them context, references, and How I would do in their situations.With my seniors, I get only what to be done, I don't mind, work comes to me what they can't ..read more

Good Read from thread - Is mid-career unemployability the big issue no one's talking about?Some key points from the threadHit refresh button and run your own startup in any sector build new skills explore new oppsHelp others as much as possible.I agree with you and I believe most experienced professionals are actually wasting their expertise by working as an employee and paying lakhs in income ..read more

Why we don't see good AI / ML work. Good AI / ML work dependsChoosing a use case with a strategic and AI-focused approach. Selecting the use case that has a balance of vision/strategy / applying AI lensEnsuring access to adequate data for training and deploymentGarnering robust business supportAcquiring or developing tools to deliver meaningful AI/ML contributionsStruggling with your AI strategy ..read more

Step #1 - Anyscale signupStep #2 - Notebook for Deploying Diffusion modelsStep #3 - Deploying Service CommandStep #4 - Service DeploymentCode Example - Keep Exploring ..read more

My memorable moments/projects/achievements.  Build vision capability2 Granted PatentsWon Vision solutions for Retail, and FMCG customersBuilt products in a consulting role (Some failed / some worked)Rewrote warranty for 220million consoles in MicrosoftNext StepsTeaching + Deep Dive + Part-time is my goal for sustainable health and learningPick and select a few things and deep dive and ..read more

Great Talk, Lot of good insightsOil is a commodity and everyone has same access to oilNot all data has same level of valueEvery type of data fintech / insurance / healthcare has different Data has multititude Multiple frameworks / thoughful strategy to stitch dataBuilding block for next move is quality code / automated codeEarliest is Autonomous carsRaw data to labelled data is First ..read more

Session #1Session #2 Keep Exploring ..read more