Karan S.

With 10+ years of professional experience, including 6+ years specialized in RAG, 3+ years in Agentic AI systems, and e-sports tournaments, Influencer collaborations and marketing, I build production-grade autonomous AI systems and complex event operations at scale. Currently using Auto coding tools like Claude Code, CoWork and Antigravity for rapid prototyping. AI & AUTOMATION EXPERTISE I design and deploy large-scale agentic AI systems using industry-leading frameworks and tools. Agentic Frameworks and Orchestration: - LangChain and LangGraph: Multi-agent orchestration, tool-calling, ReAct patterns, state management, memory systems, agent workflow composition - AutoGen (Microsoft): Multi-agent collaboration, agent-to-agent communication, conversation patterns, role-based agents - CrewAI: Specialized agent teams, task-driven execution, hierarchical multi-agent systems - MCP (Model Context Protocol): Advanced tool integration, context passing, tool discovery - A2A (Agent-to-Agent): Direct inter-agent communication, negotiation patterns, collaborative problem-solving - Custom state machines and distributed event-driven architectures LLM and AI Integration: - Claude API (primary): Reasoning, complex decision-making, tool-calling, structured outputs, multi-turn reasoning - OpenAI GPT-4 and Embeddings: Code generation, semantic understanding, vector embeddings - Google Gemini: Structured output generation, multi-modal reasoning - RAG Systems: Full-stack retrieval-augmented generation with Pinecone, Weaviate, Chroma - LangFuse and Observability: AI system logging, debugging, performance monitoring Backend and Infrastructure: - FastAPI: Async APIs, high-concurrency applications, real-time processing - Python: Agent logic, data processing, automation, multi-threading - TypeScript/Node.js: Full-stack development - Cloud Deployment: AWS (EC2, Lambda, RDS, S3, SQS), GCP (Cloud Functions, Cloud Run, Firestore), Azure (App Service, Azure Functions, Cosmos DB) - Databases: PostgreSQL (transactional), MongoDB (document storage), Redis (caching and state), Vector DBs (Pinecone, Weaviate) Workflow Automation and Integration: - n8n and Make: Complex multi-software orchestration, 600+ integrations - Webhooks and APIs: Real-time event-driven architectures - Zapier: Simple automation workflows - CI/CD and DevOps: Docker, Kubernetes, GitHub Actions, automated deployments. GAMING & EVENT EXECUTION - End-to-end e-sports tournament production with 600+ registrations and 450+ active participants - Live event logistics, real-time operations, scheduling, and bracket management - Influencer coordination with partnerships of 150k-200k+ subscribers - Brand partnerships with Series A startups and MSMEs - Player communication automation with Discord integration and notifications STRATEGIC GROWTH & MARKETING - Integrated marketing strategy for gaming companies - Influencer campaign management and digital marketing execution - Organic community building and social media strategy - Budget forecasting, vendor management, contract negotiation