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Optimizing LLM for Better Content Quality

shashank ms5d ago • 4 min read

Optimizing LLM for Better Content Quality

We will build a content quality optimizer that scores rough drafts against a rubric and iteratively ...

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Introduction to Large Language Models (LLMs)

shashank ms5d ago • 6 min read

Introduction to Large Language Models (LLMs)

Introduction In this tutorial we will build a command-line research assistant that answers questions...

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shashank ms5d ago • 4 min read

Using LLM for Social Media Monitoring

We are building a social media monitoring agent that ingests a batch of posts, classifies sentiment,...

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Building Language Understanding Systems with LLM: A Step-by-Step Guide

shashank ms5d ago • 4 min read

Building Language Understanding Systems with LLM: A Step-by-Step Guide

We are building a support ticket triage agent that reads raw customer messages, classifies intent, e...

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shashank ms4d ago • 4 min read

Introduction to LLM Interpretability

Most interpretability research assumes you own the weights, but production engineers usually only ha...

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Explainability in LLM: Challenges and Opportunities

shashank msAug 23, 2026 • 6 min read

Explainability in LLM: Challenges and Opportunities

We are going to build a lightweight explainability tracer that forces an LLM to emit a structured re...

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Explainability in LLM Models: Techniques and Applications

shashank msAug 23, 2026 • 4 min read

Explainability in LLM Models: Techniques and Applications

Building an explainable support router We are going to build an explainable support ticket router th...

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Using LLM for Text Classification: A Step-by-Step Guide

shashank ms4d ago • 4 min read

Using LLM for Text Classification: A Step-by-Step Guide

Text classification is one of the fastest ways to put an LLM into production. In this guide, I will ...

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Unlocking the Potential of LLMs for Text Summarization and Analysis

shashank msAug 23, 2026 • 5 min read

Unlocking the Potential of LLMs for Text Summarization and Analysis

We're building a document analysis agent that ingests long-form text, produces structured summaries,...

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Building LLM Models from Scratch: A Step-by-Step Tutorial

shashank ms4d ago • 6 min read

Building LLM Models from Scratch: A Step-by-Step Tutorial

We are going to build an LLM training assistant that generates PyTorch implementations of transforme...

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The Future of LLM in AI Research and Development

shashank msAug 23, 2026 • 5 min read

The Future of LLM in AI Research and Development

We are building an autonomous research agent that ingests paper abstracts, identifies methodological...

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The Role of LLM in Natural Language Understanding

shashank msAug 23, 2026 • 4 min read

The Role of LLM in Natural Language Understanding

We are building a customer support intent triage agent that reads unstructured ticket text and retur...

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LLM Models for Text Classification and Clustering

shashank msAug 23, 2026 • 5 min read

LLM Models for Text Classification and Clustering

When your support queue grows past a few hundred tickets a day, manual triage breaks down. In this t...

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Using LLM for Time Series Forecasting and Prediction

shashank msAug 24, 2026 • 4 min read

Using LLM for Time Series Forecasting and Prediction

We are building a minimal LLM-powered forecasting agent that fetches the last two weeks of a stock t...

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The Role of LLM in Social Media Analysis and Monitoring

shashank msAug 24, 2026 • 5 min read

The Role of LLM in Social Media Analysis and Monitoring

We are going to build a lightweight social media monitoring agent that ingests posts, extracts senti...

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The Future of LLMs in Education and Learning

shashank msAug 24, 2026 • 4 min read

The Future of LLMs in Education and Learning

We are going to build a terminal-based adaptive tutor that diagnoses a student's understanding of an...

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Demystifying LLM: Understanding the Difference Between LLM and Other Machine Learning Models

shashank msAug 24, 2026 • 4 min read

Demystifying LLM: Understanding the Difference Between LLM and Other Machine Learning Models

Teams often debate whether a new project needs a classical ML pipeline and a labeling team or just a...

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shashank ms4d ago • 3 min read

Using LLM for Topic Modeling

We are going to build a lightweight topic modeling pipeline that feeds raw text snippets into an LLM...

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shashank ms4d ago • 4 min read

Using LLM for Dependency Parsing

We're building a dependency parser that uses an LLM to extract grammatical relationships from raw te...

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The Future of LLMs in Customer Service: Industry and Business Applications

shashank msAug 24, 2026 • 4 min read

The Future of LLMs in Customer Service: Industry and Business Applications

We are going to build a tier-1 customer support agent that handles order lookups, basic troubleshoot...

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LLM vs Traditional Machine Learning for NLP: A Comparative Analysis

shashank msAug 24, 2026 • 4 min read

LLM vs Traditional Machine Learning for NLP: A Comparative Analysis

We are building a support ticket triage agent that classifies incoming messages, extracts order IDs,...

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Entity Recognition with LLMs: A Step-by-Step Guide

shashank ms4d ago • 4 min read

Entity Recognition with LLMs: A Step-by-Step Guide

We are going to build a named entity recognition pipeline that turns unstructured text into structur...

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shashank msAug 24, 2026 • 7 min read

The Role of LLM in Social Media Analysis and Monitoring for Brand Reputation

Social media moves fast. One viral complaint can turn into a PR crisis before your team finishes cof...

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Using LLM for Robotics Control: A Step-by-Step Guide

shashank ms3d ago • 6 min read

Using LLM for Robotics Control: A Step-by-Step Guide

We are building a natural-language controller for a simulated 2D pick-and-place robot. The LLM trans...

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Tech Articles

Optimizing LLM for Better Content Quality

Introduction to Large Language Models (LLMs)

Using LLM for Social Media Monitoring

Building Language Understanding Systems with LLM: A Step-by-Step Guide

Introduction to LLM Interpretability

Explainability in LLM: Challenges and Opportunities

Explainability in LLM Models: Techniques and Applications

Using LLM for Text Classification: A Step-by-Step Guide

Unlocking the Potential of LLMs for Text Summarization and Analysis

Building LLM Models from Scratch: A Step-by-Step Tutorial

The Future of LLM in AI Research and Development

The Role of LLM in Natural Language Understanding

LLM Models for Text Classification and Clustering

Using LLM for Time Series Forecasting and Prediction

The Role of LLM in Social Media Analysis and Monitoring

The Future of LLMs in Education and Learning

Demystifying LLM: Understanding the Difference Between LLM and Other Machine Learning Models

Using LLM for Topic Modeling

Using LLM for Dependency Parsing

The Future of LLMs in Customer Service: Industry and Business Applications

LLM vs Traditional Machine Learning for NLP: A Comparative Analysis

Entity Recognition with LLMs: A Step-by-Step Guide

The Role of LLM in Social Media Analysis and Monitoring for Brand Reputation

Using LLM for Robotics Control: A Step-by-Step Guide