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mandeepsharma14/README.md

Hi, I'm Mandeep Sharma 👋

I build AI systems, ship full-stack applications, and lead the programs that deliver them — all three, not just one.

15+ years in engineering and operations. Now focused on ML engineering, full-stack development, and digital transformation.

What I'm Building

AI & Machine Learning

Project Description Stack
⚡ NexusGrid AI-powered energy intelligence platform. Real-time anomaly detection, demand forecasting, RL load optimization, and carbon tracking across industrial portfolios. Python · FastAPI · PyTorch · Next.js · TimescaleDB
🛡️ FraudShield AI card fraud detection system. Real-time transaction scoring with explainability and a live dashboard. Python · XGBoost · FastAPI · React
🏭 The Nexus Industrial AI control tower for predictive maintenance. Three Streamlit dashboards, LSTM models, and anomaly detection for manufacturing operations. Python · Streamlit · PyTorch · Pandas
🔬 AI Quality Control Computer vision defect detection system for manufacturing. Gradient boosting classifier with automated quality inspection pipeline. Python · OpenCV · scikit-learn · Gradient Boosting

Full-Stack Applications

Project Description Stack
🏡 Wanderlust Airbnb-inspired rental marketplace with Stripe payments, booking system, date picker, and full MVC architecture. End-to-end property listing and reservation platform. Node.js · Express · MongoDB · Stripe · EJS
🏦 NexaVault AI-powered loan approval system with automated credit risk assessment, decision engine, and applicant dashboard. Python · FastAPI · React · PostgreSQL

Tech Stack

ML / Data — Python · PyTorch · scikit-learn · XGBoost · OpenCV · Pandas · Prophet
Backend — FastAPI · Node.js · Express · PostgreSQL · MongoDB · TimescaleDB · Redis
Frontend — Next.js · React · TypeScript · Tailwind CSS · Streamlit
Payments — Stripe
Cloud — Vercel · Render · Neon · GitHub Actions · AWS
Certifications — PMP · Six Sigma Black Belt · CSM · DevOps (Purdue)

Currently

  • 🎓 MBA candidate at University of Illinois (GIES)
  • 🔨 Building an AI/ML and full-stack portfolio targeting Fintech, Tech, and Software Engineering roles
  • 🌍 Based in Charlotte, NC

Let's Connect

LinkedIn Email

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  1. the-nexus-industrial-ai the-nexus-industrial-ai Public

    End-to-end Industrial AI platform for predictive maintenance — predicts machine failure at 7, 30 & 90-day horizons (ROC AUC 0.844), detects anomalies across 60 machines, and surfaces $800K/year in …

    Jupyter Notebook

  2. wanderlust-phase3 wanderlust-phase3 Public

    Phase 3: Complete rental marketplace with Stripe payments, booking system, date picker and full MVC architecture

    EJS

  3. wanderlust-phase2 wanderlust-phase2 Public

    Phase 2: Full-stack travel app with Passport.js auth, Cloudinary image uploads and Mapbox interactive maps

    EJS

  4. ai-product-quality-control-automation ai-product-quality-control-automation Public

    AI-powered industrial product quality inspection application for defect detection using Computer Vision and Gradient Boosting

    HTML

  5. nexavault-loan-approval nexavault-loan-approval Public

    AI-powered loan approval system with 99.77% ROC-AUC — Flask REST API, Gradient Boosting, 9 hard underwriting rules, and real-time interest rate calculator.

    Jupyter Notebook

  6. nexus-energy-grid nexus-energy-grid Public

    NexusGrid is a next-generation, AI-native enterprise energy platform that helps organizations: Reduce energy costs by 10–25% through AI-driven optimization, Predict risk and anomalies before they i…

    HTML