About
I understand and can explain technology in a compelling way. I am interested in…
Articles by Paul
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Bridging innovation gaps with Power Platform
Bridging innovation gaps with Power Platform
The SaaS revolution, with its almost limitless scale, running on the cloud, has transformed how we consume enterprise…
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WFH: Are You Feeling Burnt Out?
WFH: Are You Feeling Burnt Out?
My definition of a work burnout is the feeling of being overwhelmed due to stress, longer work hours, unmanageable…
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How to introduce yourself on a call
How to introduce yourself on a call
TL;DR - {greeting} + {name} + {role_def} + "Thanks" How often do you have to introduce yourself to an audience at the…
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Hello Weekend My Old Friend
Hello Weekend My Old Friend
I was listening to Simon and Garfunkel the other day and ended up writing a poem inspired by their song "The Sound of…
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MS Teams: Five productivity tips that work for me
MS Teams: Five productivity tips that work for me
TL;DR - Keep it simple, focussed, eliminate clutter, reduce files & teams sprawl and archive often I use the MS Teams…
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Future of work: Empathy-led?
Future of work: Empathy-led?
I was reading an analyst report that covered future of work trends post Covid19 with my team on our daily informal…
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Activity
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Jules just wrote its 1 billionth line of code. This is a sign of how quickly developers are adapting to a new era of collaboration, one where AI…
Jules just wrote its 1 billionth line of code. This is a sign of how quickly developers are adapting to a new era of collaboration, one where AI…
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Today we welcome Karthik Narain to Google Cloud as Chief Product & Business Officer. He will lead product and engineering teams across cloud…
Today we welcome Karthik Narain to Google Cloud as Chief Product & Business Officer. He will lead product and engineering teams across cloud…
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Thanks everyone who came to our booth and master classes at the Cloud Summit Zurich! We hope you enjoyed the hands-on nature of these sessions as…
Thanks everyone who came to our booth and master classes at the Cloud Summit Zurich! We hope you enjoyed the hands-on nature of these sessions as…
Liked by Paul Datta
Experience
Licenses & Certifications
Honors & Awards
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TCS Best Ethical Hacker
Tata Consultancy Services
TCS Internal IT and Security teams conduct an annual security contest that involves participating in a quiz as well as trying to find vulnerabilities in a hosted web application.
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Join now to viewMore activity by Paul
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Revamped API Key and new Project pages in Google AI Studio. We completely redesigned the UX (including easier creation modals for API Keys &…
Revamped API Key and new Project pages in Google AI Studio. We completely redesigned the UX (including easier creation modals for API Keys &…
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Spent the last 24 hours immersed in code, creativity, and community at the 24 Hour AI hackathon here in Singapore. The best part? Getting to share…
Spent the last 24 hours immersed in code, creativity, and community at the 24 Hour AI hackathon here in Singapore. The best part? Getting to share…
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If you’re curious about GPUs and TPUs, please take a look.
If you’re curious about GPUs and TPUs, please take a look.
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💡 Did you know CPU performance once grew 1000x over 25 years, while memory latency improved by only 3x? And this "memory wall" is a huge bottleneck…
💡 Did you know CPU performance once grew 1000x over 25 years, while memory latency improved by only 3x? And this "memory wall" is a huge bottleneck…
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Tata Consultancy Services x Google Cloud | Shaping the Future of Work with Agentic AI It was a day of powerful conversations and shared vision at…
Tata Consultancy Services x Google Cloud | Shaping the Future of Work with Agentic AI It was a day of powerful conversations and shared vision at…
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Exciting news! 🚀 Tata Consultancy Services (TCS) is expanding its partnership with Google Cloud to bring the power of Google's advanced AI to our…
Exciting news! 🚀 Tata Consultancy Services (TCS) is expanding its partnership with Google Cloud to bring the power of Google's advanced AI to our…
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Our most recent exciting announcement for data center expansion was in India this week where we are investing to develop gigawatt-scale compute…
Our most recent exciting announcement for data center expansion was in India this week where we are investing to develop gigawatt-scale compute…
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Have you granted your AI agent complete access to your data? If compromised, attackers would gain all its power. Design your system to be secure by…
Have you granted your AI agent complete access to your data? If compromised, attackers would gain all its power. Design your system to be secure by…
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My latest blog post, "Putting Up the Guardrails," is now live. In it, I explore the critical importance of building robust security for autonomous AI…
My latest blog post, "Putting Up the Guardrails," is now live. In it, I explore the critical importance of building robust security for autonomous AI…
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Today, in research collaboration with Yale University, our teams are releasing Cell2Sentence-Scale 27B (C2S-Scale), a new 27 billion parameter…
Today, in research collaboration with Yale University, our teams are releasing Cell2Sentence-Scale 27B (C2S-Scale), a new 27 billion parameter…
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"LLMs are ghosts of internet-scale code" is the recent analogy from Andrej Karpathy on the Dwarkesh Patel podcast perfectly captures the current…
"LLMs are ghosts of internet-scale code" is the recent analogy from Andrej Karpathy on the Dwarkesh Patel podcast perfectly captures the current…
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We just wrapped up our final demo at #AgentsForImpact at Google Bay View where Denise Kwan and I shared how #Gemini Enterprise can be used to build…
We just wrapped up our final demo at #AgentsForImpact at Google Bay View where Denise Kwan and I shared how #Gemini Enterprise can be used to build…
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Nikhil Kassetty
𝗛𝗼𝘄 𝗠𝗖𝗣 𝗦𝗲𝗿𝘃𝗲𝗿𝘀 𝗠𝗮𝗻𝗮𝗴𝗲 𝗦𝗲𝘀𝘀𝗶𝗼𝗻𝘀 𝘄𝗶𝘁𝗵 𝗟𝗟𝗠𝘀 𝗮𝗻𝗱 𝗖𝗼𝗻𝘁𝗲𝘅𝘁 𝗪𝗶𝗻𝗱𝗼𝘄𝘀 Managing sessions in LLMs isn’t just about keeping track of prompts. It is about orchestrating memory, context, and tools seamlessly across multiple agents. That’s where MCP servers come in. Here’s the flow I captured visually → Context Window as Working Memory: Holds system prompt, user inputs, assistant responses, tool calls, and rolling context → MCP Servers: Each server maintains its own session state, ensuring consistency across interactions → System Prompt + Tools + Code Loops: Work together to power agentic behavior while grounding outputs in real tasks → LLM Integration: The context is constantly summarized and updated before being sent to the model This structure ensures scalable, multi-session orchestration, which is critical for enterprise AI where multiple tasks and tools interact simultaneously.
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Habib Shaikh
Exploring the LLM Ecosystem: Key Insights 🌐 The LLM Ecosystem is transforming industries with powerful AI models and tools. Here's a quick breakdown: 1️⃣ Available Large Language Models GPT-4 (OpenAI): Leading in conversational AI. PaLM (Google): Known for reasoning and cross-lingual capabilities. Claude (Anthropic): Prioritizing safety and ethical alignment. LLaMA (Meta) & Mistral: Efficient and open-weight models. 2️⃣ General Use Cases Customer Service: AI chatbots for support. Content Creation: Automated writing for blogs, reports, and more. Code Assistance: Tools for coding help and debugging. Language Translation: Real-time cross-language communication. Healthcare: AI-powered clinical support and research. 3️⃣ Specific Implementations Sales & Marketing: Content generation and lead scoring. Legal Tech: Document review and contract analysis. Education: Personalized learning and tutoring. Finance: Automating reports and customer interactions. 4️⃣ Tools & UIs APIs & SDKs: Easy integration via platforms like OpenAI. UI Platforms: Streamlit and Gradio for user-friendly LLM apps. Fine-Tuning: Hugging Face for model customization. The LLM ecosystem is unlocking opportunities for businesses and developers, driving innovation across sectors. Follow the AI Ka Doctor (Free AI & Data Science Resources) channel on WhatsApp: https://lnkd.in/dCTCEKKc Follow Habib Shaikh For more such content.
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Rajeshwari Ganesan
We've been obsessed with "seamless" experiences that make AI feel magical—but what if that's backwards? In our latest piece for O'Reilly Radar, Shreshta Shyamsundar and I explore why the future belongs to interfaces that embrace "progressive disclosure of intelligence." We need systems that show their reasoning, reveal their limitations, and invite human collaboration. The most successful AI products won't be the ones that hide complexity—they'll be the ones that make complexity transparent and navigable. This isn't just about explainability; it's about designing for true human-AI partnership. For UX practitioners, this means rethinking everything from error states to progressive disclosure patterns. We're not just designing interfaces anymore—we're designing relationships between humans and intelligent systems. Read the full article: https://lnkd.in/gXvWBBad Rafee Tarafdar | Sandeep Mehta | Megha Honna | Juan Rada León | Shubham Aggarwal | Akshatha Kamath | Muppuli Gnanaraj Govindaraj (Raj ) | Sreeram Venkatasubramanian | Rani G S #HumanAI #DesignThinking #ProductDesign
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