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💫 About Me

🔭 Contributing to OpenSRE — an open-source AI SRE benchmark
🛠 Software Engineer @ Caterpillar · based in Chennai, India
🤖 Curious about agentic systems & production incident response
🌱 Learning Cloud + DevOps with a Python-first lens
⚡ Clean code, fast feedback loops, evidence over hunches

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🌐 Connect With Me

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💻 Tech Stack

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🛠 Open-Source Projects

🔭 OpenSRE An open-source AI SRE benchmark + agent runtime. Turns a raw alert into a structured root-cause analysis by running an LLM ReAct loop against 60+ observability, cloud, database, and incident-management tools. Investigations run on your own infrastructure — bring your own LLM (Anthropic, OpenAI, Bedrock, Ollama, …). My contributions: terminal-renderer test coverage (#2606, merged), Dockerfile build regression suite (#2620), synthetic test analysis (#2599). Stack: Python · FastAPI · Docker · Terraform · AWS · Postgres · Redis

✨ everything-claude-code A harness-native operator system for agentic work with Claude Code. Ships ~20 language-specific rule packs (Python, TypeScript, Go, Rust, Java, Kotlin, Swift, C++, C#, Ruby, PHP, Dart, F#, Perl, ArkTS, Angular, web…), 50+ agents, slash commands, hooks, and platform configs. My customizations: tuned for Python / web / agentic SRE workflows, with hooks and rule overrides for my own day-to-day. Used daily across my open-source contributions (OpenSRE and others). Stack: Shell · TypeScript · Python · Markdown · npm — based on ECC by @affaan-m, MIT

🧬 VectorDB Visualizer An interactive visualizer for how a vector database actually works — text → tokens → embedding → similarity search → ranked results, with a live 2D projection of the vector space. Uses real on-device embeddings (Transformers.js, no API keys), an HNSW-style ANN graph with an animated greedy search, and a WordPiece-vs-BPE tokenizer explorer. 🔗 Live demo: vectordb-visualizer-mahesh.netlify.app Stack: React 19 · TypeScript · Vite · @huggingface/transformers · gpt-tokenizer

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📈 GitHub Activity Graph

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📊 GitHub Stats

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🏆 GitHub Trophies

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🐍 Contribution Snake

The snake needs a GitHub Action to regenerate daily. Add .github/workflows/snake.yml in maheshsv/maheshsv (see the file in this repo). The image will 404 until the first workflow run completes — trigger it manually via the Actions → Generate Snake → Run workflow button after committing.

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✨ Random Dev Quote

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👀 Profile Views

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