Tech Articles
Curated developer articles, tutorials, and guides – auto-updated hourly
shashank ms10h ago • 5 min read
Unlocking the Power of LLM Knowledge Graphs
We are building a knowledge graph extraction pipeline that turns unstructured paragraphs into struct...
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shashank ms5d ago • 4 min read
Low-Latency LLMs for Video Analysis: Opportunities and Challenges
I needed a fast way to turn raw video into structured metadata without provisioning GPUs. In this tu...
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shashank ms18h ago • 5 min read
Using LLM for Topic Modeling: A Comprehensive Guide
Topic modeling with an LLM replaces weeks of clustering work with a few API calls. In this tutorial ...
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shashank ms1d ago • 4 min read
LLM Interpretability Explained
We are building a lightweight interpretability agent that reverse-engineers why an LLM produced a sp...
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shashank ms1d ago • 5 min read
LLM Explainability Techniques
We're going to build an LLM Decision Explainer that wraps any prompt with chain-of-thought extractio...
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shashank ms1d ago • 4 min read
Building a Virtual Assistant with LLM: A Step-by-Step Tutorial
We are going to build a command-line virtual assistant that remembers conversation context and uses ...
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shashank ms1d ago • 4 min read
Using LLM for Text Classification: Best Practices and Applications
We are building a support ticket classifier that routes incoming messages to the correct team using ...
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shashank ms1d ago • 4 min read
LLM vs Other AI Models: A Comprehensive Guide
Most AI tutorials focus on a single model type, but real applications mix LLMs, vision models, embed...
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shashank ms1d ago • 4 min read
Building LLM Models from Scratch
Building a specialized LLM agent from scratch means owning the system prompt, tool bindings, and exe...
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shashank ms5d ago • 4 min read
LLM Models for Question Answering: A Comprehensive Guide
I built this agent for our internal support docs and refined it into the minimal version below. It a...
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shashank ms22h ago • 3 min read
Using LLM for Image Classification
We are going to build a command-line image classifier that sends product photos to a vision-capable ...
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shashank ms20h ago • 4 min read
Using LLM for Natural Language Processing
We are going to build a support ticket triage agent that reads unstructured customer messages, extra...
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shashank ms5d ago • 4 min read
LLM Models for Natural Language Understanding
We are going to build a support ticket NLU parser that reads unstructured customer messages and retu...
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shashank ms6d ago • 3 min read
LLM Research Papers: A Comprehensive Overview
Last month I needed to review twenty LLM papers for a literature survey and found myself copy-pastin...
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shashank ms1d ago • 6 min read
Introduction to LLM Interpretability and Explainability
Today we are building a self-explaining security review agent that exposes its chain-of-thought reas...
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shashank ms4d ago • 4 min read
Multilingual LLM Models
Most support teams handle tickets in languages their agents do not speak. I will walk you through a ...
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shashank ms14h ago • 4 min read
The Role of LLM in Natural Language Processing
We are going to build a support ticket triage agent that ingests raw customer emails and returns str...
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shashank ms4d ago • 5 min read
Deep Reasoning with LLMs: Unlocking AI Potential
We are going to build a deep reasoning debug agent that analyzes Python code for subtle logic errors...
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shashank ms14h ago • 5 min read
Using LLM for Semantic Role Labeling: A Step-by-Step Guide
Semantic role labeling extracts predicate-argument structures from text, answering who did what to w...
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shashank ms4d ago • 7 min read
Text Generation Models for LLM: A Comprehensive Guide
We are going to build a multi-pass marketing copy generator that turns a short product brief into th...
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shashank ms1d ago • 4 min read
What is LLM: A Beginner's Guide
Large language models, or LLMs, are probabilistic systems that predict the next token in a sequence....
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shashank ms4d ago • 4 min read
Qwen 3 32B Model Overview
We are building a multilingual research agent that reasons through a technical topic and returns a s...
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shashank ms8h ago • 4 min read
Using LLM for Robotics Control: A Guide
I recently needed a fast way to prototype warehouse robot behaviors without writing a motion planner...
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shashank ms1d ago • 4 min read
Using LLM for Code Analysis: A Comprehensive Guide
We are going to build a small Python CLI that reads a source file and returns a structured review co...
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