Rajan Chavada
ML Software Engineer · Agentic AI · Production Systems
- Patent-pending agentic RAG — 18,000+ RBC traders
- Rosetta · 2,000+ downloads · adopted at RBC Borealis AI
- Neurovn · open-source agentic tracing SDK on PyPI
BSc Computer Science @ Western · class of 2027 · Toronto, ON
Tier 1
Open source & production
Differentiated work that shipped to real users.
Rosetta
2,000+ downloads · adopted at RBC Borealis AI · interest from engineers at Google, Meta, Confluent
Open-source agentic-coding CLI. One command provisions agentic-coding rules, MCP server hooks, and IDE prompts across 9 IDEs — Cursor, Windsurf, Claude Code, and more. Multi-module Node.js npm package. Onboarded 2,000+ technical and non-technical developers to agentic-coding workflows. Pitched to and adopted internally by RBC Borealis AI.npx rosettablueprint initNode.jsTypeScriptnpmMCPNeurovn
Open source · published to PyPI · live alpha at neurovn-alpha.vercel.app
Python SDK and CLI for tracing agentic AI workflows. Decorator-based instrumentation (@trace.agent,@trace.tool) captures sessions, token usage, and tool calls across multi-agent pipelines. Paired with a drag-and-drop visual canvas that costs and computes P95 latency for any cyclic or DAG agent graph before a single API call, using Tarjan's SCC + topological sort with Rust-bound tiktoken for instant token accounting.from neurovn import trace @trace.agent(name="Research Agent", model="gpt-4o") async def research(query: str): ... @trace.tool(name="Web Search", tool_category="mcp_server") async def web_search(query: str): ...PythonTypeScriptLangGraphTarjan's SCCRust-bound tiktokenPyPIAgentic RAG for Hedge Funds
Patent-pending (RBC, 2025) · in production across 18,000+ RBC traders · ~6 hours saved per workflow
The first agentic AI system to operate over proprietary client data — trade details, holdings, and regulated disclosures — combined with external siloed sources (Snowflake, RavenPack, Bloomberg, FactSet, 13F filings) and surfaced for hedge fund managers. The novel contribution: hierarchical orchestrator-based LangGraph workflows with human-in-the-loop validation and structured tool orchestration in a regulated financial environment. No prior system applied agentic AI over this class of client data; the patent covers the orchestration pattern.FastAPILangGraphKafkaSnowflakeRavenPackBloomberg APIFactSetRAGHITL validation
Tier 2
Hackathons & showcases
Built fast, judged externally, recognized.
PhysioPoint
Apple Swift Student Challenge 2026
ARKit body-tracking app for physiotherapy and rehabilitation. Measures joint angles in real time — performing the same assessment a physiotherapist performs manually — for people who can't access or afford clinical care.
SwiftUIARKitRealityKitiOS 26 Foundation ModelsNVIDIA Alert Triage
Agentic SRE for GPU clusters
Cyclic multi-agent workflow powered by NVIDIA Nemotron-70B that acts as a lead engineer for GPU training clusters. Manages DCGM metrics, Kubernetes pod states, Kafka partition lags, distributed logs. ~60% MTTR reduction with real-time GPU/VRAM/thermal view, XID error detection, and ranked remediation plans.
LangChainLangGraphNVIDIA NIMKafkaPostgresMCPBadge
U of T Hacks 2026 Winner
Vectorizing professional identity for hackathons, conferences, and career fairs. PCA on 728-dimensional vector → 3D knowledge graph with cosine similarity between user and recruiter/company. AI-extracted identity from résumés (Gemini) generates personalized talking points per company. ~86% of recruiters said conversations felt less transactional.
ReactTypeScriptConvexClerkGemini APIElevenLabsSnowflake
Experience
Where I've worked
Quantified outcomes — click any role to expand.
Stack
Tech I work with
Daily drivers across model serving, agentic systems, and production infra.
- Languages
- PythonTypeScriptSwiftC++SQLJava
- AI / ML
- LangGraphLangChainPyTorchNVIDIA TritonNVIDIA NIMRAGVector DBsMCP
- Backend
- FastAPINode.jsFlaskKafkaPostgresSupabaseSnowflake
- Frontend
- Next.jsReactReact NativeSwiftUITailwind
- Cloud & Infra
- AWSGCPKubernetesOpenShiftTerraformGitHub ActionsKServeAirflow
- Observability
- GrafanaPrometheusDCGMOpenTelemetry
Writing
Recent posts
Long-form on Medium · short clips on LinkedIn.
- Patent process
I filed a patent at 21 during my internship
What nobody tells you about the process — the legal mechanics, the corporate politics, and the technical writing that actually matters.
2026 - Engineering org
140 engineers
Lessons from pitching internal tooling to a 140-engineer lab — what got cut, what got adopted, and the shape of the slide that landed.
2026 - Engineering
How I Use AI as a Developer
A context-engineering framework for working with LLMs day to day — what the model needs to see, what to leave out, and where to draw the boundary.
Dec 2024
LinkedIn demos