Raghav Sood

Raghav Sood

AI and Web developer

Los Angeles, California, United States

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Raghav Sood is a backend optimizer and AI systems strategist with a focus on making advanced machine learning models production-ready. His work bridges software architecture and applied AI, helping teams scale LLM-based systems across fintech, edtech, and enterprise applications. Raghav has mentored early-stage start-ups on AI deployment strategy, contributed to open-source optimization frameworks, and delivered talks on system design for generative AI. His sessions blend deep technical understanding with clear, actionable insights for practitioners building the next generation of intelligent systems.

Area of Expertise

  • Energy & Basic Resources
  • Environment & Cleantech
  • Information & Communications Technology

Topics

  • AI & Machine Learning
  • Big Data Machine Learning AI and Analytics
  • AI Agents
  • AI & ML Solutions
  • ​​​​​​​The Generative AI LLM Revolution (ChatGPT)
  • Machine Learning & AI
  • AI & ML Architecture
  • LLMOps
  • AI Ethics
  • AI Research
  • Fintech
  • Finops
  • Teamwork
  • Team Building
  • Research & Development
  • Database
  • Data Science
  • DareToBe
  • AI for Startups
  • Generative AI Use Cases
  • AI / Copilot
  • AI & product management
  • Azure OpenAI Service
  • AI Builder
  • AI in Health
  • ● Firebase ● Android ● Android Things / IOT ● Progressive Web App ● Machine learning and AI ● Robotics and Drone Technologies ● Tensorlow
  • AI and Cybersecurity
  • Azure AI
  • Google
  • Generative AI
  • Azure Data & AI
  • Machine Learning and AI
  • Agentic AI
  • AWS Data & AI
  • Google AI
  • Applied Generative AI
  • Azure AI Foundry
  • Ethics in AI
  • Conversational AI
  • Apache Airflow
  • Microsoft (Azure) AI + Machine Learning
  • Responsible AI
  • Generative AI for business
  • Using AI and LLMs
  • Java with Generative AI & LLMs
  • Data Science & AI
  • Agentic AI architecture
  • Azure AI Services
  • Azure AI Studio
  • Cloud Security
  • Cloud Computing
  • Cloud Architecture
  • Cloud & Infrastructure
  • Google Cloud
  • Cloud Computing on the Azure Platform
  • Inteligencia Artificial
  • Cloud Native Artificial Intelligence
  • Legal Artifical Intelliegence (AI) Tool
  • Generative Art
  • NFT artists
  • inteligencia artificial generativa
  • NFT art
  • Intelligence Artificielle
  • Machine learning and Artifical Intelligence
  • DIGITAL ART
  • Bridging Art and Music Through NFT Innovation
  • Democratized Artificial Intelligence
  • AI Art
  • Front-End Art
  • AI & Java
  • python
  • Jira Cloud
  • FoodTech
  • foodservice
  • Managing Food Waste
  • Agriculture and food security
  • growing food
  • AI Governance
  • AI Security
  • Artificial Intelligence (AI) and Machine Learning
  • GenAI
  • Business Intelligence
  • Artificial Intelligence and Machine Learning for Cybersecurity
  • Machine Learning and Artificial Intelligence
  • Developing Artificial Intelligence Technologies
  • Artificial Inteligence
  • Microsoft Power Virtual Agents
  • Artificial Intelligence (AI)
  • Artificial Intelligence
  • The Future of Artificial Intelligence: Trends and Transformations
  • Artifical Intelligence
  • Power Virtual Agents
  • Artificial Intelligence and machine learning
  • Free Software
  • Agile software development
  • open source
  • Android Software Development
  • Modern Software Development
  • Distributed Software Systems
  • iOS Software Development
  • open source communities
  • Lean Software Development
  • Enterprise Software
  • Open source and community
  • Business Software
  • 🙋 Soft skills for developers
  • Event Sourcing
  • CQRS & Event Sourcing
  • Finance & Banking
  • Dynamics 365 Finance and Operations
  • FinTech Product Innovation
  • FinDevOps
  • financial services
  • ai
  • Construction
  • Cloud Containers and Infrastructure
  • Content Marketing
  • Container and Kubernetes security
  • continuous delivery
  • Continous Delivery
  • Consulting
  • Model Context Protocol (MCP)
  • Continuous Integration
  • Containerization
  • Continuous Deployment
  • Content Strategy
  • Continuous Testing
  • Container
  • kubecon
  • Continuous Improvement
  • Conscious Leadership
  • Kafka Connect
  • Content Management
  • Theory of Constraints
  • Construction Management
  • Construction Law

Raghav's session

As modern systems scale, performance bottlenecks and inefficiencies can cripple even the most advanced architectures. This session explores how artificial intelligence can be strategically integrated into backend systems to automate optimization, predict system load, and enhance performance in real time.

Raghav Sood will walk participants through practical AI-driven techniques for workload prediction, query optimization, and anomaly detection — with a focus on cost efficiency and scalability. The talk blends research insights with hands-on applications, showing how AI models can assist in database tuning, API latency reduction, and intelligent caching strategies.

Attendees will gain a comprehensive understanding of how to bridge the gap between backend engineering and applied machine learning — not just as a concept, but as a deployable performance enhancer. Whether you’re building large-scale distributed systems or optimizing microservices, this session provides actionable insights to future-proof your backend architecture.

Bridging Large Language Models and Real-World Systems: Making AI Actually Work in Production

Raghav Sood is a backend optimizer and AI systems strategist with a focus on making advanced machine learning models production-ready. His work bridges software architecture and applied AI, helping teams scale LLM-based systems across fintech, edtech, and enterprise applications. Raghav has mentored early-stage startups on AI deployment strategy, contributed to open-source optimization frameworks, and delivered talks on system design for generative AI. His sessions blend deep technical understanding with clear, actionable insights for practitioners building the next generation of intelligent systems.

Raghav Sood

AI and Web developer

Los Angeles, California, United States

Actions

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