Karan Shingde
K-Means Karan

Technical Portfolio

A selection of production-grade systems, research implementations, and architectural designs.

Featured Project

Stock Agent Ops HLD
MLOpsAgents

Stock Agent Ops

An autonomous multi-agent system designed for real-time stock market analysis. It orchestrates diverse agents to ingest financial data, perform sentiment analysis, and generate actionable investment reports, all running on a scalable Kubernetes infrastructure.

Key Architecture:
  • Multi-Agent Orchestration
  • Real-time Data Ingestion
  • Automated Reporting
  • Kubernetes Deployment
NyayNidhi AI Interface
RAGLegalTech

NyayNidhi AI

Demystifying the Indian Judiciary system for citizens. This AI agent leverages Retrieval Augmented Generation (RAG) to provide accurate, citation-backed legal information from a vast corpus of legal documents using Qdrant vector database.

Core Technologies:
  • LangChain RAG Pipeline
  • Qdrant Vector Database
  • Streamlit Interface
  • Indian Legal Corpus
FinoHub Logo
FinTechCloud

FinoHub

A comprehensive Loan Eligibility prediction platform built with a production-first mindset. Integrated with MLOps best practices, Dockerized microservices, and deployed on AWS for high availability.

Infrastructure Features:
  • End-to-End MLOps
  • Docker & Containerization
  • AWS Cloud Deployment
  • Scikit-Learn Inference