Ex-CTO • ₹1Cr+ Pre-Seed • Open Source
Local-first AI infrastructure for autonomous engineering.
Ratish Oberoi designs repository intelligence, RAG systems, model-serving runtimes, validation loops, and agent architectures for software engineering workflows.
Living architecture map
Objective to validated patch
Selected component
Repository IntelligenceAST, symbols, routes, dependencies, and file-level context.
Engineering signal
PR #21787
LlamaIndex
TreeSelectLeafRetriever source-node preservation
Open PR
Featured projects
Real projects first.
Five public projects with screenshots, impact statements, GitHub links, live repository metadata, and case-study modals.
GitHub activity
What is currently active.
Latest repositories and update timestamps for Forge, RepoMindAI, Veritas RAG, Smile AI Scheduler, and the profile README.
5
Repositories
4
OSS PRs
16
Active Days
Open source
Contribution signal.
Verified PR status is shown accurately: active open PRs are labeled as open, and the merged OpenClaw work is labeled merged.
LI
Open
PR #21787
LlamaIndex
run-llama/llama_index
Preserve TreeSelectLeafRetriever source nodes
May 27, 202601
LL
Open
PR #28866
LiteLLM
BerriAI/litellm
Align Anthropic adapter response id with call id
May 26, 202602
OW
Open
PR #25077
Open WebUI
open-webui/open-webui
Prevent duplicate knowledge batch embeddings
May 26, 202603
OC
Merged review
PR #86783
OpenClaw
openclaw/openclaw
Reviewed lock-file cleanup performance and process ownership handling
May 26, 202604
Coding profiles
Where to verify the work.
Direct links for recruiters and technical reviewers.
Architecture case studies
Architecture supports the projects.
Kept intentionally focused: Forge runtime, RepoMind pipeline, and Veritas RAG pipeline.