Raghuram P · GenAI Full-Stack Engineer
I build the AI tools other engineers build with.
Multi-agent orchestration, hybrid retrieval and real-time streaming backbones — shipped to production and used daily across enterprise environments.
Claims bound to source
verified at build
Initial JS
budget 150 KB
Unverifiable claims
build fails otherwise
Projects
All three →- Retrieval / Security
Count-Stable Permission-Aware Retrieval
17 restricted documents revealed becomes 0
RAG over permissioned documents leaks through result counts. Filtering after retrieval makes absence measurable, so a junior engineer can map what is hidden from them without reading a word of it.
- Infrastructure / Cost Control
A Spend Ceiling That Holds Under Concurrency
Four post-hoc patterns fail open by 95–100%; reserve-then-settle holds at 0%
Configured LLM budgets do not block. Cost is unknowable until after the money is spent, so a limit checked after the call is a report, not a control — and four common patterns fail open by 95–100%.
- Protocols / Tooling
MCP Protocol Conformance Auditing
4 of 5 public MCP servers accept requests from any website
Protocol conformance is mechanically checkable, and checking it finds real defects in servers whose authors have read the spec. The first server audited was my own; it failed 6 of 8 MUSTs.
Selected work
- GenAI PlatformAI Application-Generation PlatformTurned prompts, PRDs and design images into wireframes and deployable React applications, on a streaming backbone I designed.2025 – 2026
- LLM InfrastructureConversation Context CompactionMeasured 2,446 real conversations, found 78% of the payload was superseded history, and cut it without losing state.2026
- Retrieval / RAGHybrid Code-Retrieval PipelineSymbol-aware retrieval over large codebases, combining lexical, semantic and structural signals behind an intent-routed planner.2026
- Agent InfrastructureAI Process-Orchestration EngineRan multi-step LLM workflows through human approval gates with governed model routing, multi-pod streaming and per-run cost accounting.2026
- Frontend PlatformEnterprise Angular Design SystemA versioned component library and a semantic theming contract that let one shared library render correctly inside ten host applications.2025 – 2026
- Developer ToolsAI Coding Assistant for VS CodeAn in-editor coding agent with codebase retrieval, a 26-tool layer, conversational memory, skills, and human-gated execution.2026