I don't just write code — I architect solutions, challenge assumptions, and build products meant to outlast the hype.
Full Stack + AI Engineering. Production standard. Always.
Frontend
Backend & Cloud
🤖 AI Engineering
Data & ML
AI ENGINEERING PATH
════════════════════════════════════════════════════════
✅ LangChain & RAG Pipelines ████████████░░ 90%
✅ Vector Databases (FAISS/Pinecone) ██████████░░░░ 75%
🔄 LangGraph & AI Agents ████████░░░░░░ 60%
🔄 Model Fine-tuning ██████░░░░░░░░ 40%
📌 AI Evaluation & Testing ████░░░░░░░░░░ 25%
📌 Multi-modal AI Applications ██░░░░░░░░░░░░ 15%
FULL STACK DEPTH
════════════════════════════════════════════════════════
✅ Next.js & SSR/ISR Architecture ████████████░░ 90%
✅ AWS (S3, CloudFront, EC2) ██████████░░░░ 70%
🔄 System Design at Scale ████████░░░░░░ 55%
📌 Kubernetes & Advanced DevOps ████░░░░░░░░░░ 30%
✅ Done 🔄 In Progress 📌 Next Up
| Project | Stack | What makes it different |
|---|---|---|
| Network Integrity Assurance Platform | Python · XGBoost · FastAPI · SHAP | Ensemble ML · 99.38% precision · XAI explainability |
| Cloud Vault | Next.js 15 · Appwrite · TypeScript | Sub-300ms retrieval · OTP auth · Full CI/CD |
| Chartify | React · MongoDB · Recharts | SaaS data viz · RBAC admin · CSV/Excel/JSON |
"Most people wait to be assigned a problem. I find them, break them down, build the solution from scratch, ship it to production, and then look for the next one.
Good code isn't just code that works — it's code that performs, scales, and serves a purpose.
That mindset doesn't come from a course. It comes from refusing to be average at something that actually matters."
const ritanshu = {
currentlyBuilding : ["RAG pipelines", "AI agents", "things that ship"],
favoriteDebugLine : "it works on my machine",
codePhilosophy : "production standard or nothing",
whenNotCoding : ["analyzing tech businesses", "thinking in systems",
"long-term investing mindset"],
funFact : "I analyze stocks the same way I optimize code — data-driven, long-term, scalable",
lifeRule : "build something real every single week",
}