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NarayanKabra21/README.md

πŸ‘‹ Hi, I'm Narayan Kabra

Software Engineer | AI/ML Engineer | Full-Stack Developer

I'm a final-year Electronics & Instrumentation Engineering student at Dayananda Sagar College of Engineering, Bengaluru, passionate about building intelligent software systems that solve real-world problems.

I work across Software Engineering, Machine Learning, Computer Vision, and Full-Stack Development, with a strong focus on turning ideas into scalable, production-ready applications.


πŸš€ About Me

  • πŸŽ“ Final-year Electronics & Instrumentation Engineering student
  • πŸ€– Interested in AI/ML, Computer Vision & Intelligent Systems
  • πŸ’» Building full-stack and backend systems
  • 🧠 Strong foundation in DSA, OOP, DBMS & Operating Systems
  • πŸ”¬ Researching AI-based medical image analysis
  • 🌐 Building and deploying production-ready web applications
  • πŸ† Kaggle Global Rank 2801 / 44,000+ β€” Heart Disease Challenge
  • πŸ₯‡ Winner β€” ATHARVA Interdepartment Ideathon
  • πŸš€ Founder of a web development agency
  • πŸ“ Bengaluru, India

πŸ› οΈ Tech Stack

πŸ‘¨β€πŸ’» Programming & Core CS

πŸ€– AI / Machine Learning

🌐 Full-Stack Development

πŸ—„οΈ Databases & Infrastructure


πŸ”₯ Featured Projects

⚑ Distributed Rate Limiter & API Gateway

A distributed API gateway designed for reliable traffic management and fault isolation.

Highlights

  • Token Bucket, Sliding Window Log & Sliding Window Counter
  • Redis-based shared state
  • Atomic operations for consistency
  • Request routing
  • Circuit Breaker-based fault isolation
  • Live administration dashboard
  • Dynamic API/client-specific rate-limit configuration

πŸ“¦ Smart Inventory Optimization & Demand Forecasting

An intelligent inventory system that combines demand forecasting with inventory optimization.

Highlights

  • Stockout-censored demand correction
  • Multi-product demand forecasting
  • Product substitution relationships
  • Uncertainty-aware predictions
  • Season-aware inventory optimization
  • Warehouse capacity & budget optimization
  • Inventory intelligence dashboard

🧾 SmartLedger OCR

An AI-powered document processing pipeline for invoices, receipts and GST documents.

Highlights

  • OpenCV-based image preprocessing
  • EasyOCR
  • Document layout reconstruction
  • Financial entity extraction
  • Invoice table extraction
  • Structured JSON intermediate representation
  • Tally-compatible XML voucher generation

🩺 AI-Based Retinal Disease Screening

Research project focused on automated analysis of retinal fundus images for identifying important Diabetic Retinopathy indicators.

Focus Areas

  • Retinal image preprocessing
  • Microaneurysm detection
  • Hemorrhage detection
  • Exudate detection
  • Deep learning
  • Research visualization dashboard

πŸ† Achievements

πŸ… Kaggle Heart Disease Challenge Global Rank 2801 among 44,000+ participants ROC-AUC: 0.95274

πŸ₯‡ ATHARVA Interdepartment Ideathon Winner

πŸ“Š Research & Development Worked on AI-based medical image analysis and machine learning systems.

🌐 Professional Development Built and deployed 4+ production-ready websites and AI-powered applications.


πŸ”¬ Currently Exploring

AI / ML
   β”œβ”€β”€ Deep Learning
   β”œβ”€β”€ Computer Vision
   β”œβ”€β”€ Generative AI
   └── Intelligent Systems

Software Engineering
   β”œβ”€β”€ System Design
   β”œβ”€β”€ Distributed Systems
   β”œβ”€β”€ Backend Engineering
   └── Scalable APIs

Full Stack
   β”œβ”€β”€ React
   β”œβ”€β”€ Node.js
   β”œβ”€β”€ REST APIs
   └── Database Systems

πŸ“ˆ GitHub Stats


🀝 Let's Connect


πŸ’‘ "Build things that solve real problems."

⭐ If you find my projects interesting, feel free to explore my repositories and connect with me!

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