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  • React
  • Angular
  • Vue
  • Svelte
  • NextJS
  • Redux
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  • JavaScript
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  • Node.js
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NEW

Reinforcement Learning Examples Behind Modern LLMs: RLHF, RLAIF, and CodeRL in Practice

Supervised fine-tuning (SFT) trains a model on curated prompt-and-answer examples. It stops short once the model leaves the demo and meets real users. SFT gives the model examples to copy. It does not teach the model to rank competing answers, refuse unsafe requests, or handle prompts with multiple…
Thumbnail Image of Tutorial Reinforcement Learning Examples Behind Modern LLMs: RLHF, RLAIF, and CodeRL in Practice
Image of Author Dr. Dipen
Dr. Dipen
I am an AI/ML researcher with 150+ citations and 16 published research papers. I have three tier-1 publications, including Internet of Things (Elsevier), Biomedical Signal Processing and Control (Elsevier), and IEEE Access. In my research journey, I have collaborated with NASA Glenn Research Center, Cleveland Clinic, and the U.S. Department of Energy for various research projects. I am also an official reviewer and have reviewed over 100 research papers for Elsevier, IEEE Transactions, ICRA, MDPI, and other top journals and conferences. I hold a PhD from Cleveland State University with a focus on large language models (LLMs) in cybersecurity, and I also earned a master’s degree in informatics from Northeastern University.
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NEW

ESLint Setup for Cursor and GitHub Copilot: Project Rules That Stop AI Code Drift

Before we get into it, the short version: Here's the whole workflow at a glance before you commit an afternoon to it. This ESLint setup for AI-assisted projects hinges on a lint config plus instruction files that your assistant can consult. Wire those up and your linter can stop being a passive…
Thumbnail Image of Tutorial ESLint Setup for Cursor and GitHub Copilot: Project Rules That Stop AI Code Drift
Image of Author Dr. Dipen
Dr. Dipen
I am an AI/ML researcher with 150+ citations and 16 published research papers. I have three tier-1 publications, including Internet of Things (Elsevier), Biomedical Signal Processing and Control (Elsevier), and IEEE Access. In my research journey, I have collaborated with NASA Glenn Research Center, Cleveland Clinic, and the U.S. Department of Energy for various research projects. I am also an official reviewer and have reviewed over 100 research papers for Elsevier, IEEE Transactions, ICRA, MDPI, and other top journals and conferences. I hold a PhD from Cleveland State University with a focus on large language models (LLMs) in cybersecurity, and I also earned a master’s degree in informatics from Northeastern University.
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NEW

Figma API for AI Product Teams: Build Plugins with Cursor and Copilot for Faster Design Automation

Cursor and Copilot can compress the time to a working Figma plugin proof of concept from weeks down to hours, depending on scope and preparation. The real skill is externalizing reusable context and workflow. Clear, structured prompts finish a task in seconds; vague prompts return low-precision…
Thumbnail Image of Tutorial Figma API for AI Product Teams: Build Plugins with Cursor and Copilot for Faster Design Automation
Image of Author Dr. Dipen
Dr. Dipen
I am an AI/ML researcher with 150+ citations and 16 published research papers. I have three tier-1 publications, including Internet of Things (Elsevier), Biomedical Signal Processing and Control (Elsevier), and IEEE Access. In my research journey, I have collaborated with NASA Glenn Research Center, Cleveland Clinic, and the U.S. Department of Energy for various research projects. I am also an official reviewer and have reviewed over 100 research papers for Elsevier, IEEE Transactions, ICRA, MDPI, and other top journals and conferences. I hold a PhD from Cleveland State University with a focus on large language models (LLMs) in cybersecurity, and I also earned a master’s degree in informatics from Northeastern University.
•Last Updated:
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NEW

gptq Quantization: Compare 4-Bit LLMs for Local AI Inference

GPTQ is a widely used method for compressing large models to 4-bit weights while retaining most full-precision quality. GGUF is a container file format that packages weights at various quantization levels, not a compression algorithm like GPTQ or AWQ. Full-precision large models can have very large…
Thumbnail Image of Tutorial gptq Quantization: Compare 4-Bit LLMs for Local AI Inference
Image of Author Dr. Dipen
Dr. Dipen
I am an AI/ML researcher with 150+ citations and 16 published research papers. I have three tier-1 publications, including Internet of Things (Elsevier), Biomedical Signal Processing and Control (Elsevier), and IEEE Access. In my research journey, I have collaborated with NASA Glenn Research Center, Cleveland Clinic, and the U.S. Department of Energy for various research projects. I am also an official reviewer and have reviewed over 100 research papers for Elsevier, IEEE Transactions, ICRA, MDPI, and other top journals and conferences. I hold a PhD from Cleveland State University with a focus on large language models (LLMs) in cybersecurity, and I also earned a master’s degree in informatics from Northeastern University.
•Last Updated:
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NEW

Repository-Level Code Transpilation with AlignCoder, Tests, and Retrieval

Repository-level transpilation means porting an entire codebase from one language to another while keeping cross-file dependencies, imports, and shared logic intact. AlignCoder is a retrieval-augmented framework built for repository-level code completion, and its architecture maps cleanly onto that…
Thumbnail Image of Tutorial Repository-Level Code Transpilation with AlignCoder, Tests, and Retrieval
Image of Author Dr. Dipen
Dr. Dipen
I am an AI/ML researcher with 150+ citations and 16 published research papers. I have three tier-1 publications, including Internet of Things (Elsevier), Biomedical Signal Processing and Control (Elsevier), and IEEE Access. In my research journey, I have collaborated with NASA Glenn Research Center, Cleveland Clinic, and the U.S. Department of Energy for various research projects. I am also an official reviewer and have reviewed over 100 research papers for Elsevier, IEEE Transactions, ICRA, MDPI, and other top journals and conferences. I hold a PhD from Cleveland State University with a focus on large language models (LLMs) in cybersecurity, and I also earned a master’s degree in informatics from Northeastern University.
•Last Updated:
00
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