Arpit Agarwal @arpit_work
Joined July 2021-
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Singleton pattern in 60 seconds! #swift
Master the Singleton Pattern with SwiftMart: Building a Robust Cart System in Swift! #SwiftDevelopment #iOSProgramming #DesignPatterns #SingletonPattern #SwiftUI #SwiftMart #AppDevelopment #CodingTips #TechBlog #LearnToCode #SoftwareEngineering link.medium.com/Zau6uRdDoLb
3 programming languages you need to know about venturebeat.com/programming-de… via @VentureBeat
Edge AI: Optimizing AI models to run efficiently on mobile devices.
AI for Accessibility: Creating AI-powered tools to assist users with disabilities.
AI and Machine Learning for iOS Developers
AI-powered Assistants: Developing intelligent chatbots and virtual assistants.
Computer Vision: Developing applications using image and video analysis, augmented reality, and facial recognition.
Salesforce talks about their experience on developing LLMs that run on mobile. youtu.be/xgMT-n_FiNc
Intelligence is moving towards edge devices. Increased computing power and sensor data along with improved AI algorithms are driving the trend towards machine learning be run on the end device, such as smartphones or automobiles, rather than in the cloud. technologyreview.com/hub/ubiquitous…
Machine Learning Specialization #BreakIntoAI with Machine Learning Specialization. Master fundamental AI concepts and develop practical machine learning skills in the beginner-friendly, 3-course program by AI visionary Andrew Ng coursera.org/specialization…
Practical Deep Learning A free course designed for people with some coding experience, who want to learn how to apply deep learning and machine learning to practical problems. course.fast.ai
MobileLLM: Optimizing Sub-Billion Parameter Language Models for On-Device Use github.com/facebookresear… (news.ycombinator.com/item?id=409150…)
MobileLLM: nice paper from @AIatMeta about running sub-billion LLMs on smartphones and other edge devices. TL;DR: more depth, not width; shared matrices for token->embedding and embedding->token; shared weights between multiple transformer blocks; Paper: arxiv.org/abs/2402.14905
In the near future, your mobile phone will have AI LLM's built into the core operating system. This means, you will search LESS online for information, it will be generated locally on your mobile phone. This means traffic for search based content will shift DRAMATICALLY
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