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Expert articles, engineering guides, and technical insights on AI, web development, mobile apps, and digital platforms from Betadrix.
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AI & Machine LearningAI Fitness App Development Guide (2026): Computer Vision, Wearables Sync, Architecture & Cost Breakdown
Complete engineering roadmap for building an AI-powered fitness mobile application in 2026. Explore on-device computer vision pose estimation, wearables streaming (HealthKit & Health Connect), RAG adaptive coaching, and an itemized cost breakdown table.
Shivam SwamiOct 12, 202612 min read
TechnologyAI in Manufacturing: Edge IoT Telemetry, HAProxy L4 Load Balancing, and Multi-Tenant Predictive Maintenance
A deep systems engineering guide to building enterprise Industrial AI and predictive maintenance architectures. Covers MQTT EMQX clustering, HAProxy L4 load balancing, PyTorch vibration autoencoders, Siemens MindSphere B2B API gateways, and cold-chain FSMA 204 batch traceability.
Harshita VaishnavSep 23, 202616 min readAI & Machine Learning
Fine-Tuning vs. RAG: Selecting the Right Architecture for Domain-Specific LLMs
An engineering deep-dive into customizing Large Language Models for enterprise data.
Harshita VaishnavJul 9, 20265 min read
AI & Machine LearningBuilding Autonomous AI Agents with LangChain: Developer Guide
Learn how to build autonomous AI agents with LangChain, including tools, memory, and cognitive architectures for enterprise use.
Harshita VaishnavJul 9, 20265 min read
AI & Machine LearningAI Models Development Guide: Types, Uses & How They Work
Explore this complete AI models development guide, how AI models work, their types, use cases, and how to build them for applications.
Harshita VaishnavJul 9, 20265 min read
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