@sirinejnayeh

Fine-Tuning Made Fast: A Quick Guide to Unsloth 🦥

Aug 5, 2025 · 3 min read · Fine-tuning large language models (LLMs) is no longer just for big tech companies. Thanks to Unsloth, you can train your own AI models—quickly and efficiently—on modest hardware like Google Colab or your local RTX GPU. In this article, we’ll walk thr...

🧩Building Multi-Agent LLM Systems for Document Processing in the Enterprise

Jun 9, 2025 · 5 min read · ⚡ Introduction Enterprises are overwhelmed with document-heavy workflows: invoices, contracts, reports, RFPs. These documents are often unstructured or semi-structured, requiring intelligent parsing, classification, and decision-making. With the adve...

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Understanding Huffman Coding: A Practical Approach

Aug 1, 2024 · 7 min read · Huffman coding stands as a cornerstone in data compression techniques, offering a powerful method to reduce the size of digital information. This algorithm, which relies on the frequency of characters in a dataset, has a significant impact on the eff...

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Binary Lifting: My First Time Applying DP on Binary Trees

Jul 26, 2024 · 4 min read · Binary lifting is causing a revolution in tree-based computations, offering a clever way to handle complex tree queries efficiently. This dynamic programming approach allows for quick navigation through tree structures, making it a game-changer for v...

Deploy EKS cluster with jenkins

Jul 14, 2023 · 15 min read · in this article, we are going to create a DevOps project where we’ll use Terraform, Jenkins, GitHub, and EKS.a complete end-to-end CICD pipeline using Jenkins shared lib concept to make our code reusable. Pre-requisites AWS account GitHub account & G...