Author: Aswin Ak

Aswin Ak
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Aswin AK is a consulting intern at MarkTechPost. He is pursuing his Dual Degree at the Indian Institute of Technology, Kharagpur. He is passionate about data science and machine learning, bringing a strong academic background and hands-on experience in solving real-life cross-domain challenges.

Planning Architectures for Autonomous Robotics

AI Shorts
Autonomous robotics has seen significant advancements over the years, driven by the need for robots to perform complex tasks in dynamic environments. At the...

Exploring Data Mapping as a Search Problem

Applications
Data mapping is a critical process in data management, enabling the integration and transformation of data from various sources into a unified format. The...

AgentClinic: Simulating Clinical Environments for Assessing Language Models in Healthcare

AI Paper Summary
The primary goal of AI is to create interactive systems capable of solving diverse problems, including those in medical AI aimed at improving patient...

Defog AI Introduces LLama-3-based SQLCoder-8B: A State-of-the-Art AI Model for Generating SQL Queries from Natural Language

AI Shorts
In computational linguistics, the interface between human language and machine understanding of databases is a critical research area. The core challenge lies in enabling...

Web-Instruct’s Instruction Tuning for MAmmoTH2 and MAmmoTH2-Plus Models: The Power of Web-Mined Data in Enhancing Large Language Models

AI Paper Summary
Large language models (LLMs) are central to processing vast amounts of data quickly and accurately. They depend critically on the quality of instruction tuning...

Generative AI in Marketing and Sales: A Comprehensive Review

AI Shorts
Generative AI (GenAI) is rapidly transforming the marketing and sales landscape, offering unprecedented capabilities in customer personalization, content creation, and overall business efficiency. Let’s...

Vidur: A Large-Scale Simulation Framework Revolutionizing LLM Deployment Through Cost Cuts and Increased Efficiency

AI Paper Summary
Large language models (LLMs) such as GPT-4 and Llama are at the forefront of natural language processing, enabling various applications from automated chatbots to...

This AI Paper from Cohere Enhances Language Model Stability with Automated Detection of Under-trained Tokens in LLMs

AI Paper Summary
Tokenization is essential in computational linguistics, particularly in the training and functionality of large language models (LLMs). This process involves dissecting text into manageable...

MISATO: A Machine Learning Dataset of Protein-Ligand Complexes for Structure-based Drug Discovery

AI Shorts
In the dynamic field of AI technology, a pressing challenge for the drug discovery (DD) community, especially in structural biology and computational chemistry, is...

Vision Transformers (ViTs) vs Convolutional Neural Networks (CNNs) in AI Image Processing

AI Shorts
Vision Transformers (ViT) and Convolutional Neural Networks (CNN) have emerged as key players in image processing in the competitive landscape of machine learning technologies....

Safe Marine Navigation Using Vision AI: Enhancing Maritime Safety and Efficiency

AI Shorts
Maritime transportation has always been pivotal for global trade and travel, but navigating the vast and often unpredictable waters presents significant challenges. The advent...

Innovating Game Design with GPT: A Comprehensive Scoping Review

AI Shorts
The advent of Generative Pre-trained Transformers (GPT) has revolutionized the gaming industry, enhancing game development and gameplay experiences. Let’s study a comprehensive review that...
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