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A documented engineering journey: foundational learning, applied experiments, and production-style AI systems that inform how we build AI MVPs.

25 articles
GenAIMVP EngineeringAsync WorkflowsVideoArchitecture
Phase A diagram for our AI video ad generator
10 min readJan 29, 2026

Building a Reliable AI Video Ad Generator (Architecture + Async Rendering)

A practical breakdown of building an AI video ad generator: 3-phase UX, service orchestration, and async rendering that stays reliable in production.

GenAIMVP EngineeringAsync Workflows
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Text Summarizer Using Langchain
9 min readFeb 3, 2025

Build a Powerful Text Summarizer Using LangChain

Create a powerful text summarizer using LangChain, Streamlit, and Groq API to extract key insights from blogs efficiently, saving time and effort.

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Chatbot Using DeepSeek
7 min readFeb 1, 2025

DeepSeek AI Q&A: Build Smarter, Faster, Powerful Apps

Build an AI-powered Q&A app using DeepSeek, LangChain, and Streamlit. Learn how to create smart, cost-effective AI assistants with ease!

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How Retrieval Augmented Generation works?
10 min readJan 30, 2025

Master Retrieval Augmented Generation with LangChain and DeepSeek

Build a Retrieval Augmented Generation (RAG) app with LangChain, Streamlit & DeepSeek LLM. Create an AI assistant for instant, accurate answers from docs.

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Steps to build chatbot using Ollama, LangChain, and Streamlit
8 min readJan 27, 2025

Ollama: Supercharge Your Chatbots with LangChain Integration

Learn how to build a conversational AI assistant using LangChain, Ollama, and Streamlit in this easy step-by-step guide. You’ll quickly set up your environment and create a functional chatbot, integrating powerful AI tools to craft a personalized assistant.

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ResNet50 transfer learning with Keras
9 min readJul 23, 2024

Supercharge Your AI: ResNet50 Transfer Learning Unleashed

Elevate your AI projects with ResNet! Discover how to harness the power of this pre-trained model for transfer learning using Keras to boost your ML performance.

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Learn VGGNet Architecture
11 min readJul 19, 2024

Discover VGGNet: The Ultimate And Inspiring Guide to VGG16 & VGG19

Discover VGGNet, the influential CNN from Oxford with VGG16 and VGG19. Explore its architecture, performance, and uses in image classification and beyond

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ResNet
12 min readMay 21, 2024

Unleashing ResNet: A Game-Changer in Deep Learning

Dive into the transformative power of ResNet, revolutionizing deep learning. Uncover its architecture, impact, and performance analysis.

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Transfer learning overview
12 min readMay 14, 2024

Unlock AI Potential: Transfer Learning Essentials

Learn how transfer learning helps deep learning models to perform well with limited data. Discover its benefits, model selection, and implementation steps.

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