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Maharavan/README.md

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Β  Β  Β 


snake

> init --profile

role      : DevOps + AI Engineer @ Robert Bosch
exp       : 3+ years
cloud     : AWS Β· Azure
identity  : Research-oriented builder β€” I don't stay in one lane

domains:
  - πŸ”§  DevOps / Platform Engineering   # day job, enterprise scale
  - πŸ€–  AI / LLM Engineering            # agents, RAG, inference pipelines
  - 🌐  Full Stack Development          # end-to-end, frontend to infra
  - πŸ”  Cybersecurity                   # offensive curiosity, defensive mindset
  - πŸ“  Systems & Algorithms            # the fundamentals never stop mattering

approach  : >
  See a problem in any domain β†’
  research the space β†’ prototype fast β†’
  ship something real and documented.
  Then move to the next frontier.

How I operate:

  • πŸ”­ I treat every unfamiliar technology as a research problem to solve
  • βš—οΈ I prototype across domains β€” if it's interesting, I build it
  • πŸ“¦ I document and open-source so others can skip the pain I went through
  • πŸ” I bring DevOps thinking to everything β€” reproducible, observable, automated

Currently down a rabbit hole on:

  • πŸ€– Autonomous LLM agents for self-healing DevOps, predictive incident response, and generative CI/CD pipelines
  • πŸ›‘οΈ AI-driven cybersecurity: adversarial ML, threat intelligence automation, and cyber deception research
  • πŸ§ͺ Next-gen research: self-evolving AI agents, generative security policies, AI for cyber deception, and explainable AI in DevOps
  • 🐝 eBPF for programmable observability, runtime security, and cloud-native networking
  • πŸ”— Multi-agent systems for collaborative SecOps, platform engineering, and zero-trust automation


⚑ Arsenal

☁️ Cloud & Orchestration

πŸ” CI/CD & GitOps

πŸ—οΈ Infrastructure as Code

πŸ”­ Observability

πŸ” Security

🧠 Languages

πŸ€– AI / LLM

🌐 Web / APIs


πŸ”¬ Research Lab

I don't stay in one lane. I pick up a problem, go deep, and ship something real β€” across any domain.

Domain What I build
πŸ€– AI / LLM Agents, RAG pipelines, inference systems, ops automation
☁️ DevOps / Platform GitOps platforms, observability stacks, IaC, self-healing infra
πŸ” Cybersecurity Attack surface analysis, threat intel, DevSecOps tooling
🌐 Full Stack End-to-end apps β€” from browser to bare metal
πŸ“ Systems Performance profiling, low-level tooling, algorithms


πŸ“Š Stats & Activity


⏱️ Coding Activity

Code Time

AI Code Time

Profile Views

Lines of code

🐱 My GitHub Data

πŸ“¦ ? Used in GitHub's Storage

πŸ† 232 Contributions in the Year 2026

🚫 Not Opted to Hire

πŸ“œ 20 Public Repositories

πŸ”‘ 0 Private Repositories

I'm a Night πŸ¦‰

🌞 Morning                54 commits          β–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   11.92 % 
πŸŒ† Daytime                94 commits          β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   20.75 % 
πŸŒƒ Evening                228 commits         β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   50.33 % 
πŸŒ™ Night                  77 commits          β–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   17.00 % 

πŸ“… I'm Most Productive on Saturday

Monday                   83 commits          β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   18.32 % 
Tuesday                  47 commits          β–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   10.38 % 
Wednesday                56 commits          β–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   12.36 % 
Thursday                 43 commits          β–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   09.49 % 
Friday                   43 commits          β–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   09.49 % 
Saturday                 93 commits          β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   20.53 % 
Sunday                   88 commits          β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   19.43 % 

πŸ“Š This Week I Spent My Time On

πŸ•‘οΈŽ Time Zone: Asia/Kolkata

πŸ’¬ Programming Languages: 
Python                   20 mins             β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   60.81 % 
Bash                     8 mins              β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   26.25 % 
TOML                     4 mins              β–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   12.94 % 

πŸ”₯ Editors: 
VS Code                  33 mins             β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ   100.00 % 

πŸ±β€πŸ’» Projects: 
ratelimit_py             24 mins             β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘   73.75 % 
dont-know                8 mins              β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   26.25 % 

πŸ’» Operating System: 
Windows                  33 mins             β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ   100.00 % 

πŸ€– AI Coding This Week

No AI Coding Activity Tracked This Week

I Mostly Code in Python

Python                   13 repos            β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   61.90 % 
CSS                      2 repos             β–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   09.52 % 
Go                       2 repos             β–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   09.52 % 
TypeScript               1 repo              β–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   04.76 % 
Shell                    1 repo              β–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   04.76 % 

Last Updated on 21/08/2026 00:34:18 UTC

Auto-updated daily via WakaTime + GitHub Actions. Setup: install the WakaTime VS Code plugin β†’ add WAKATIME_API_KEY as a repo secret.


🐍 Contribution Snake

contribution snake

πŸ† LeetCode


╔══════════════════════════════════════════════════════════════════════╗
β•‘  I go deep wherever the problem takes me.                            β•‘
β•‘  DevOps Β· AI Β· Full Stack Β· Security β€” it's all fair game.           β•‘
β•šβ•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•

Open to: Research Collabs Β· Platform Eng Β· AI/MLOps Β· DevSecOps Β· SRE Β· Open Source

Pinned Loading

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