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Building Products not Projects
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Shreevathsa05/README.md

Shreevathsa Bhat

AI Systems Engineer • Backend Developer • Full Stack Builder
Building AI systems that survive beyond the demo.


🛠 Tech Stack

AI & LLM: LangChain (JS), LangGraph (JS), RAG Pipelines, Prompt Engineering, Ollama, LLM Fine-tuning
Frontend: React, Next.js, Electron, Angular js.
Backend: Node.js, Spring Boot, Hibernate, REST API Design, System Architecture
Databases: MongoDB, MySQL, PostgreSql, Qdrant (vector search), Pinecone, AWS RDS.
Cloud & DevOps: Docker, Github Actions, Nginx, Azure Container Apps, AWS, Containerized Deployment.
Certifications: Microsoft Applied Skills: Build AI Agents · Azure Container Apps · Azure Management

🧠 What I build

  • 🤖 Multi-agent AI workflows — LangGraph pipelines that reason, validate, and adapt
  • 🔍 RAG & retrieval systems — Qdrant + MongoDB hybrid semantic search
  • ⚙️ Backend services & APIs — Spring Boot, Node.js, production-grade architecture
  • 🚀 Deployed full stack apps — real users, real traffic, real performance constraints

🚀 Featured projects

⚡ NARAD — 🏆 Top 5 National · MOSPI × MoE Statathon

Multi-agent survey & data intelligence system replacing manual government data collection. Adaptive questioning, real-time validation, multi-channel inputs.

LangGraph LangChain Qdrant MongoDB WhatsApp API Voice APIs


🧠 LLM Customizer — Final Year Project

SaaS platform for dataset upload, model fine-tuning, and deployment on NVIDIA DGX infrastructure. Focus on GPU efficiency and practical MLOps.

Python React Node.js NVIDIA DGX


College club platform built from scratch — 3,500+ visits, 80K+ hits, AI chatbot serving 500+ student requests. Bundle reduced 67.5 MB → 280 KB (99.6%).

React Node.js AI Chatbot


[🎤 Interview Assistant] - Aiking Solutions Internship

AI evaluation workflow with stateful follow-up generation and role-specific prompt-engineered scoring logic.

LangChain Prompt Engineering Next.js


[🚛 Transport Operations System ] - Primelog Trans Solutions Pvt. Ltd. Internship

Production-style logistics backend with role-based auth, structured service architecture, Docker, and AWS RDS.

Spring Boot Hibernate Spring Security Docker AWS RDS


🛠️ Tech stack

AI / LLM    → LangChain · LangGraph · RAG Pipelines · vLLM · Prompt Engineering
Frontend    → React · Next.js · Electron · Angular
Backend     → Node.js · Spring Boot · Hibernate · REST APIs
Databases   → MongoDB · Qdrant · PostgreSQL · Pinecone · AWS RDS
Cloud       → Docker · Azure · AWS

🧭 Journey

Year
2024 Core full stack and backend foundations
2025 Production systems, internships, hackathons
2026 → AI systems, multi-agent workflows, RAG, fine-tuning SaaS
Next Scalable AI infrastructure and product-grade systems

GitHub Stats & Activity

GitHub Streak


📫 Connect

bhatshreevathsa17@gmail.comGitHubLinkedIn


"Good software works. Great software survives production."

Pinned Loading

  1. Statathon-Narad Statathon-Narad Public

    JavaScript 2

  2. RCTCET/WEB2025-26 RCTCET/WEB2025-26 Public

    JavaScript 1

  3. Scraping-Rag-Local-First- Scraping-Rag-Local-First- Public

    JavaScript

  4. College-management-system College-management-system Public

    Java 8