#!/usr/bin/env python3
# vinit.py — system profile
class VInitSonawane:
ROLE = "Computer Science Final Year • AI Engineer"
LOCATION = "Nagpur, India 🇮🇳"
stack = {
"ai_ml" : ["PyTorch", "TensorFlow", "LangChain", "RAG", "LangGraph"],
"backend" : ["FastAPI", "Django", "Flask", "Laravel"],
"frontend" : ["React", "TailwindCSS", "Bootstrap"],
"cloud" : ["AWS", "GCP", "Firebase", "Supabase"],
"data" : ["Pandas", "NumPy", "OpenCV", "MLflow"],
}
currently = [
"Building LLM-powered real-world apps",
"Exploring CUDA kernels + multi-modal AI",
"Deploying scalable ML systems on cloud",
]
motto = "Build fast. Break things. Learn faster. 🚀"
def __repr__(self):
return "Vinit Sonawane — turning ideas into AI"| Status | Focus |
|---|---|
| 🔥 Building | LLM-powered apps with RAG pipelines |
| 📚 Learning | LangChain · Vector DBs · CUDA kernels · AWS and GCP Cloud · LangGraph |
| 🚀 Deploying | Scalable backends on AWS & GCP |
| 🧪 Exploring | Multi-modal AI & custom model training |
⚙️ Set up the Snake GitHub Action
Create .github/workflows/snake.yml in your profile repo:
name: Generate Snake Animation
on:
schedule:
- cron: "0 0 * * *"
workflow_dispatch:
jobs:
build:
runs-on: ubuntu-latest
steps:
- uses: Platane/snk@v3
with:
github_user_name: vinitsonawane45
outputs: |
dist/github-snake.svg
dist/github-snake-dark.svg?palette=github-dark
- uses: crazy-max/ghaction-github-pages@v3
with:
target_branch: output
build_dir: dist
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}Go to Actions → Generate Snake Animation → Run workflow to trigger it manually the first time.
LLMs & Prompt Eng ████████████████████░ 90%
RAG Pipelines ██████████████████░░░ 80%
LangChain / Agents ████████████████░░░░░ 75%
MLOps & Deployment ██████████████░░░░░░░ 65%
CUDA / GPU kernels ████████░░░░░░░░░░░░░ 40%
Multi-modal AI ██████░░░░░░░░░░░░░░░ 30%
"The best model is the one that ships — not the one still training."
| Principle | My Take |
|---|---|
| ⚡ Ship Fast | Done > Perfect. Production is the best teacher. |
| 🤖 AI-First Mindset | Every problem I see — I ask: can an LLM solve 80% of this? |
| 📖 Learn in Public | My GitHub IS my resume. Every commit = growth. |
| 🔬 Depth > Breadth | Three tools mastered beats thirty tools skimmed. |
| 🌐 Build to Impact | Code nobody uses is an expensive hobby. |
