Skip to content
View Iraikumaran's full-sized avatar
🎯
Focusing
🎯
Focusing
1 follower · 2 following

Block or report Iraikumaran

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
IRAIKUMARAN/README.md

Hi, I'm Irai Kumaran 👋

🎓 Master of Applied Data Science (MADS) student at the University of Victoria (UVic) 💻 Former Software Engineer at Tata Consultancy Services (TCS)

I'm interested in Data Science, Machine Learning, Data Mining, and Software Engineering. I enjoy building data-driven solutions and working on practical machine learning projects.

🔧 Interests & Skills

  • Python & SQL
  • Machine Learning & Statistical Learning
  • Data Mining & Pattern Recognition
  • Algorithms & Data Structures
  • Software Engineering
  • NLP & Recommender Systems

📌 Featured Projects

  • Two-stage IoT Intrusion Detection — Autoencoder + Random Forest
  • Counting the Cost of Coding Machines — Mining and analyzing 33,596 GitHub PRs
  • ThresholdX — Cost-aware churn prediction using ensemble optimization
  • SkillBridge — Skill recommendation using Canadian labour-market data

📫 Connect

📍 Victoria, BC, Canada

Popular repositories Loading

  1. Multi-Stage-IoT-Network-Intrusion-Detection Multi-Stage-IoT-Network-Intrusion-Detection Public

    Two-stage IoT intrusion detection: autoencoder screening + Random Forest re-check. F1 0.594 vs 0.483 for the best single stage.

    Python 1 1

  2. ThresholdX ThresholdX Public

    Cost-aware churn prediction: simulated annealing tunes ensemble weights and the decision threshold for business cost, not accuracy.

    Python 1

  3. counting-the-cost-of-the-coding-machines counting-the-cost-of-the-coding-machines Public

    What AI coding-agent merge rates really measure: 33,596 pull requests, 82.6% merged with no human review.

    Python 1

  4. SkillBridge SkillBridge Public

    Forked from aarij13406/SkillBridge

    Skill recommender on 5 Canadian labour-market datasets (BPR, node2vec, SBERT). nDCG@5 0.617.

    Python 1

  5. IRAIKUMARAN IRAIKUMARAN Public

    Config files for my GitHub profile.

  6. portfolio portfolio Public

    Irai kumaran portfolio