Welcome to the Temporal Nexus

SURYA MIDDE

AI/ML Engineer|LLM Architect|Builder of Agents

Crafting production-grade RAG pipelines, multi-agent systems, and LLM applications that push the boundaries of what's possible.

⟡ Enter the Triquetra View Projects →

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Portfolio

Featured Projects

Production-grade AI systems that demonstrate the intersection of cutting-edge ML research and practical engineering.

NeverAFK.ai

RAG-Powered Creator Support Platform

Production SaaS platform with LangGraph multi-agent RAG pipeline using GPT-4 for automated student support from indexed course content.

▸Multi-agent RAG pipeline with semantic chunking
▸Hybrid search (BM25 + vector) with reranking
▸Serving 1000+ users in production
▸Lemon Squeezy billing integration

Next.js 15FastAPILangGraphGPT-4PineconeSupabaseOpenAI Whisper

LLM Council

Multi-Agent AI Consensus System

3-stage Agentic AI system where GPT-4, Claude, and Gemini generate divergent answers, perform peer review, then synthesize consensus with citations.

▸Multi-model orchestration with peer review
▸Healthcare NER with ICD-10 codes (61% F1)
▸Finance classification (100% accuracy)
▸80%+ Redis cache hit rate

Next.js 15TypeScriptPostgreSQLDrizzle ORMRedisGPT-4ClaudeGemini

AI Agent Evaluation Framework

Anthropic/Toloka Partnership

Comprehensive evaluation framework for Claude AI agents across virtual environments with 15-20 integrated tools including Slack, Jira, and GitHub.

▸Multi-step agentic workflow validation
▸97%+ accuracy gates in CI/CD
▸MCP server integration
▸Automated grading system

PythonPytestDockerMCPGitHub ActionsClaude

MetalQuery

Enterprise NLP-to-SQL System

Multimodal RAG chatbot for manufacturing KPI analysis with natural language to SQL conversion across 29 database tables.

▸90-100% query accuracy
▸12-layer security architecture
▸Jailbreak & prompt injection prevention
▸Role-based access control

FastAPIDjangoReactPostgreSQLGroq LlamaChromaDB