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ManoharKonala/README.md

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AI & Data Engineering Student | Building scalable ML pipelines & real-time systems

GitHub followers GitHub stars Website Email


πŸš€ Quick Links

⭐ Star my top repo ▢️ Live Demos πŸ“§ Hire / Collab


πŸ’» Tech Stack

Languages

Python SQL JavaScript TypeScript Java

ML & Data

XGBoost scikit-learn Pandas NumPy SHAP

Cloud & Infrastructure

AWS Azure Docker GitHub Actions

Dev Tools

Node.js MongoDB Tableau


πŸ“Š GitHub Stats

GitHub Stats

Top Languages

GitHub Streak

Contribution Graph


🌟 Featured Projects

1. MCP-Server | Model Context Protocol Server

Stars Language

A Model Context Protocol (MCP) server implementation for handling AI model interactions. Built with Python, this server enables seamless communication between AI models and applications.

Tech Stack: Python, MCP Protocol, AI Integration

View Project


2. Task-Horizon | Task Management Dashboard

Stars Language

Modern task management dashboard application with intuitive UI for organizing and tracking tasks efficiently.

Tech Stack: HTML, CSS, JavaScript, Modern UI

View Project


3. CreditRiskPrediction | AI-Powered Loan Approval System

Stars Language

AI-powered loan approval system using XGBoost for credit risk assessment. Processes 200k+ records with reduced false positives by 18% using advanced feature engineering and target encoding.

Tech Stack: Python, XGBoost, scikit-learn, SHAP, Jupyter, AWS

Highlights:

  • Reduced false positives by 18% using XGBoost + target encoding
  • Processed 200k+ loan records
  • Deployed on AWS EC2 with Tableau dashboards

View Project


4. Campaign-Lead-Predictor | MBA Tech Campaign Analysis

Stars Language

MBA Tech campaign analysis and lead prediction system for optimizing marketing campaigns and identifying high-value leads.

Tech Stack: Python, Machine Learning, Data Analysis

View Project


5. livebenchmark | Live GitHub Leaderboard

Stars Language

Live GitHub leaderboard and benchmark tracking system with real-time updates. Deployed on Vercel.

Tech Stack: TypeScript, Next.js, Vercel

Live Demo View Project


6. DataInsightPro | Advanced Data Analytics Platform

Stars Language

Advanced data insights and analytics platform for processing and visualizing complex datasets.

Tech Stack: Python, Data Analysis, Visualization

View Project


πŸ“ˆ What I'm Building

  • πŸ”„ Real-time AI systems with MCP protocol integration
  • πŸ“Š ML pipelines for credit risk and campaign analysis
  • πŸš€ Scalable web applications with modern tech stacks
  • πŸ€– AI-powered tools for data engineering workflows

πŸ† Certifications

Azure Data Fundamentals


πŸ“« Connect With Me

GitHub Website Email


Based in India (IST) β€” open to collaborations 🌏

Visitor Count

Pulse. Build. Roar. ⚑


Made with ❀️ using GitHub Actions & Python

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