How I Hooked Google’s ADK to My Frontend Without Breaking Everything
Author(s): Souradip Pal Originally published on Towards AI. Lessons learned while building a responsive frontend that talks smoothly with ADK’s agent stack. You’ve just discovered Google’s shiny new ADK (Agent Development Kit). You’re thrilled to build amazing AI agents, and everything works …
18 Hugging Face Projects That Are Changing the Game
Author(s): Souradip Pal Originally published on Towards AI. 18 Hugging Face Projects That Are Changing the Game Hey there! If you’re as excited about AI as I am, you’re in for a treat. Hugging Face has become the go-to platform for anyone …
Building a Water Usage Monitor with MCP
Author(s): Souradip Pal Originally published on Towards AI. A Complete Guide to AI powered Water Conservation Hey everyone! Today, I want to share something I’ve been working on that combines my passion for AI with a critical real-world problem: water conservation. It’s …
16 Must-Try AI Coding Agents for Every Developer
Author(s): Souradip Pal Originally published on Towards AI. My Takeaway: Experiment and Integrate Navigating the rapidly evolving landscape of AI tools can feel like a full-time job. As a tech-savvy creator, founder, or analyst, I’m constantly on the lookout for ways to …
17 Open-Source MCP Projects Every AI Enthusiast Should Explore
Author(s): Souradip Pal Originally published on Towards AI. 17 Open-Source MCP Projects Every AI Enthusiast Should Explore Hey there, AI enthusiasts! If you’re like me, you’re always on the lookout for tools that make working with AI more practical and exciting. Recently, …
Few-Shot Optimization at Scale in DSPy
Author(s): Souradip Pal Originally published on Towards AI. From Smart Example Selection to Self-Learning Systems By now, you’ve seen DSPy run a single module, chain modules into pipelines, and even optimize prompts automatically. But there’s one question: how does DSPy decide what …
DSPy Pipelines & Compilers in Depth
Author(s): Souradip Pal Originally published on Towards AI. Unlocking Self-Improving AI Systems, End to End Your first DSPy module ran smoothly. But what happens when your use case involves multiple reasoning steps, error handling, and dynamic optimization? In this post, we’ll explore:This …
GPT-5 Just Dropped
Author(s): Souradip Pal Originally published on Towards AI. And It’s a Beast at Coding & Agents OpenAI just dropped GPT-5, and it’s not just a smarter chatbot. It’s a next-gen coding beast and an agentic mastermind — built to tackle the kind …
Understanding Signatures and Modules
Author(s): Souradip Pal Originally published on Towards AI. Your First Steps into DSPy: Building AI Without Manual Prompts You’ve seen why prompt engineering is brittle. But how do you actually start coding with DSPy? Is it complicated? Does it need a huge …
Why DSPy is More Than Just Prompting
Author(s): Souradip Pal Originally published on Towards AI. Stop babysitting prompts. Start programming Language Model systems. Remember when building an AI app meant crafting the perfect prompt… and hoping it wouldn’t break the moment inputs changed? We’ve all been there, juggling dozens …
Semantic Image Segmentation with SegFormer: A Practical Guide
Author(s): Souradip Pal Originally published on Towards AI. Have you ever wondered how self-driving cars can tell the difference between a pedestrian and a lamppost? Or how medical software can identify tumors with pinpoint accuracy? The answer might shock you: pixel-perfect image …
Building a Character-Level RNN Text Generator from Scratch: Shakespeare’s Digital Apprentice
Author(s): Souradip Pal Originally published on Towards AI. Ever dreamed of teaching a machine to write like Shakespeare? Imagine watching your own AI spin out sonnets, one letter at a time — it’s possible, and simpler than you think. Today, we’re peeling …
From Noise to Numbers: Building a DCGAN for MNIST Generation Using PyTorch
Author(s): Souradip Pal Originally published on Towards AI. Imagine a neural network dreaming up handwritten digits so real, they fool even trained eyes — or sketching fashion items never seen before. This isn’t sci-fi. It’s the magic of Generative Adversarial Networks. First …
How I Stopped Hating Regex (3 Tricks for Python Enthusiasts)
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. If you’ve ever tried working with regular expressions (regex) in Python, you probably know how frustrating it can be. The cryptic syntax …
Is It a Bird? Creating a Bird Classifier in Minutes with Deep Learning 🐦
Author(s): Souradip Pal Originally published on Towards AI. From “Impossible” to “Easy” — Build Your Own Image Classifier in Just a Few Steps! This member-only story is on us. Upgrade to access all of Medium. Imagine if you could build a computer …