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MettaSurendhar (Metta Surendhar) · GitHub

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Networking and Learning with Communities
💙
Networking and Learning with Communities

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MettaSurendhar/README.md


  • 🔭 Two Platform Engineering internships at Invisibl Cloud Solutions — RAG search QA, a CAD-assistant PoC, and sole frontend ownership of a FinOps platform
  • 🎓 Finishing an Integrated M.Sc. IT at CEG, Anna University (2021 – 2026), CGPA 8.28
  • 🧠 Building with RAG, LLM agents, FastAPI, and React — recent work spans Haystack, OpenSearch, Claude, and Gemini
  • ✍️ Writes regularly on Medium about observability, GenAI, and the realities of hackathons and job-hunting
  • 📄 Résumé · 📫 msurendhar8815@gmail.com

📊 GitHub Metrics

Auto-generated daily by lowlighter/metrics via .github/workflows/metrics.yml. First render appears after the workflow's initial run.


📅 Contribution Calendars

Click a year to expand it — each is rendered from GitHub's own contribution data for that exact Jan–Dec range (a custom script, since year-pinned ranges aren't something the isometric plugin below supports).

2026

2025

2024

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2022

Isometric view — rolling last 12 months


🈷️ Languages & Notable Contributions

Achievements and coding-habits cards were left out on purpose — both plugins depend on scraping GitHub pages that changed upstream, and that scraping is unpatched in the released action (see lowlighter/metrics#1479). No token permission fixes this, it's an upstream limitation.


🔥 Streak Stats

Trophies use a free shared instance (github-profile-trophy.vercel.app) that's frequently overloaded and unrelated to your token — if it shows broken here, it's not your setup. Self-hosting a copy via its one-click Vercel deploy is the only permanent fix.


💼 Experience

Platform Engineer Intern · Invisibl Cloud Solutions · Jan – Jun 2026 AI Applications, Testing & Frontend Engineering

  • QA-tested a RAG-based search platform across direct, tag-filtered, and file-selected query modes
  • Built a PoC CAD Assistant rendering STEP files in a 3D viewer with LLM-driven conversational querying — the demo convinced the client to proceed
  • Built region-aware frontend modules for a multi-region AWS Connect portal
  • Sole frontend engineer on a FinOps cost platform (React, Vite, TypeScript, Tailwind, Zustand, TanStack, Apexcharts)

Platform Engineering Intern · Invisibl Cloud Solutions · Jul – Dec 2024 Observability Infrastructure & Research Agent (LLM + RAG)

  • Built a PoC log-observability stack (Cribl, rsyslog, Prometheus, Grafana, Loki) with dashboards and alerting
  • Shipped a GenAI research agent (Haystack, Streamlit, AWS Bedrock, Gemini Flash), then refactored into a production FastAPI + OpenSearch RAG service using Claude

Full timeline, including QA internship and campus leadership roles, is in the résumé.


🚀 Featured Projects

Gen Write-Up Agent · Live App AI assistant for personalized, on-style LinkedIn/Twitter posts — Haystack, Gemini Flash, in-memory RAG, category-specific prompts.

Infinsa — Hackz'24 Finalist · App · Server AI fintech app for elderly users — voice commands, scam awareness, senior-friendly UI, backend + LLM integration.

Alumni Student Platform — Team of 5 Mobile app for alumni–student mentoring; led the team and owned the backend end-to-end.

Spectra Bot — Smart India Hackathon PoW Conversational image-recognition chatbot combining YOLOv8/Detectron2 detection with GPT via LangChain.


🏆 Leadership & Hackathons

  • Head of Industry Relations, Guindy Times: Mugavari — Sep 2025 – Jan 2026
  • Student Director of Industrial Relations, Math Colloquium: Mathrix 2025 — secured 20+ sponsorships from 100+ companies, co-organized a GenAI/RAG bootcamp with GDG and Azure Developer Community TN
  • General Secretary, Student Association & Art Society (SAAS) CEG — represented 4,000+ students, co-led two major fests, felicitated by the Dean
  • Team Lead, Hackz'24 — Fintech track finalist among 1,000+ teams (only CEG team to reach finals)
  • Team Lead, Smart India Hackathon — selected 1 of 10 teams from 500+ at college level

✍️ Recent Writing


AI Agents Aren't Ready for IT Operations Yet
Jul 2026

Let Keploy Generate Your Testcases
Jan 2026

Final Year, No Guarantee
Jan 2026

🔗 Connect

Pinned Loading

  1. job-prep-agents job-prep-agents Public

    My real, working daily AI job-prep setup; local LLM generates a fresh DSA problem, CS concept, and tailored interview Q&A every morning, scheduled via Windows Task Scheduler.

    Python 1


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