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Jaspinder-12/README.md

Hey, I'm Jaspinder Singh

Python Developer β€’ AI Systems β€’ Cybersecurity β€’ Machine Learning

Building AI-driven systems with Python, Machine Learning & Security-focused thinking


πŸš€ About Me

  • πŸŽ“ Final-year Computer Science student at IKG PTU
  • 🧠 Interested in AI Systems, Machine Learning, NLP & Cybersecurity
  • πŸ“Š Former Data Science Intern @ Hoping Minds
  • πŸ” Completed Mastercard Cybersecurity Simulation
  • ⚑ Passionate about building practical AI-powered systems
  • 🌱 Currently learning FastAPI, Docker, APIs & scalable backend systems
  • πŸ›  Exploring automation, intelligent workflows & secure development
  • πŸ“ Punjab, India

🧰 Tech Stack

πŸ‘¨β€πŸ’» Languages


πŸ“Š Data Science & Machine Learning


βš™οΈ Tools & Platforms


πŸ” Systems & Security


πŸ“Œ Featured Projects

πŸ€– AI Code Risk Analyzer

AI-powered system designed to detect risky or vulnerable coding patterns and improve software reliability.

  • πŸ” Static analysis for identifying risky code behavior
  • 🧠 AI-assisted risk detection workflows
  • ⚑ Focused on secure development & code quality
  • πŸ” Combines AI + cybersecurity concepts

πŸ›  Tech Used

Python AI Logic Security Concepts Automation

πŸ”— Repository:
https://github.com/Jaspinder-12/AICodeRisk-v1


πŸ” Plagiarism Detection Tool

NLP-based semantic similarity system designed to improve plagiarism detection beyond keyword matching.

  • 🧠 NLP & semantic similarity techniques
  • πŸ”’ Privacy-focused architecture
  • ⚑ Improved contextual detection accuracy
  • πŸ“„ Text comparison & similarity analysis

πŸ›  Tech Used

Python NLP Scikit-learn

πŸ”— Repository:
https://github.com/Jaspinder-12/Plagiarism-Detector


🧩 MGR'S Complete

Multi-functional Python project focused on automation, structured workflows, and system-level experimentation.

  • βš™οΈ Modular architecture principles
  • πŸ›  Workflow automation & backend experimentation
  • πŸ“‚ Structured project organization
  • πŸš€ Practical Python engineering concepts

πŸ›  Tech Used

Python Automation Backend Logic

πŸ”— Repository:
https://github.com/Jaspinder-12/MGR-S-Complete


🍷 Wine Quality Prediction

Machine Learning model for predicting wine quality using chemical properties.

  • πŸ“Š Random Forest & SVM models
  • πŸ“ˆ Strong prediction accuracy
  • πŸ” Feature analysis & model evaluation
  • πŸ“‰ Data preprocessing & EDA workflows

πŸ›  Tech Used

Python Pandas Scikit-learn Random Forest SVM

πŸ”— Repository:
https://github.com/Jaspinder-12/Wine-Quality-ML


🏠 House Price Prediction

Regression-based ML project for predicting real-estate pricing trends.

  • πŸ“‰ Linear Regression & Decision Trees
  • πŸ“Š Data visualization with Matplotlib & Seaborn
  • 🧠 Explored pricing factors like location & amenities
  • πŸ“ˆ Built predictive ML workflows

πŸ›  Tech Used

Python Regression Models Matplotlib Seaborn

πŸ”— Repository:
https://github.com/Jaspinder-12/House-Price-Predictor


πŸ’Ό Experience

πŸ“Š Data Science Intern β€” Hoping Minds

Jan 2024 – Jun 2024

  • Cleaned and processed real-world datasets
  • Built analysis workflows for actionable insights
  • Improved ML data quality and preprocessing
  • Mentored peers in Python & debugging
  • Worked on practical data science pipelines

πŸ” Cybersecurity Simulation β€” Mastercard

  • Designed phishing detection scenarios
  • Learned security awareness & vulnerability analysis
  • Explored social engineering attack patterns
  • Achieved 100% simulation assessment score

🚧 Currently Building

  • πŸ€– AI-assisted automation systems
  • πŸ” Security-focused intelligent tools
  • ⚑ Backend APIs with FastAPI
  • πŸ“Š Machine Learning workflows & deployment
  • 🧠 AI reliability & model behavior experiments

πŸ“š Education

πŸŽ“ B.Tech in Computer Science
Shaheed Bhagat Singh Technical Campus
πŸ“… Expected Completion: 2026


πŸ† Achievements & Activities

  • πŸ₯‡ NCC Cadet (Sergeant Rank)
  • πŸ‘¨β€πŸ« Mentored 10+ peers in Python & debugging
  • ⚽ Football enthusiast
  • 🎨 Interested in digital editing & visual design
  • 🧠 Strong interest in practical AI systems

πŸ“ˆ GitHub Analytics


πŸ… GitHub Trophies


πŸ“‘ Contribution Graph


🐍 Contribution Snake

# Add this GitHub Action later for animated contribution snake
# Generates automatically using GitHub workflow

πŸ“« Connect With Me


⚑ Fun Fact

while(alive):
    learn()
    build()
    improve()

Building practical AI systems one project at a time πŸš€

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