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BALAJI-SK/README.md

👋 Hi, I'm Balaji | Software Engineer | Systems • Backend • AI

I’m a Software Engineer with 2+ years of experience building high‑performance systems, backend services, and AI‑driven automation.
My work bridges embedded engineering, distributed systems, and applied machine learning — I love solving problems that require both low‑level precision and large‑scale architectural thinking.

Currently pursuing my MSc in Artificial Intelligence at Dublin City University, while building projects that combine systems engineering with modern AI capabilities.


🚀 What I Do

  • 🧩 Build reliable backend systems using Go, Python, C++
  • ⚙️ Integrate embedded hardware with cloud‑native services
  • 🤖 Apply LLMs and ML models to real‑world engineering problems
  • 🐳 Deploy scalable microservices with Docker & Kubernetes
  • ☁️ Architect cloud workflows on AWS

🏆 Achievements

  • 🥈 2nd Place – AWS “Breaking Barriers for Agentic Networks” Hackathon
    Built Greenlink Agent, an AI‑driven multi‑agent system using AWS Bedrock to optimize network energy consumption.
    Presented to leadership from Intel & Meta.

  • 🏅 Winner – AI Movie Making Challenge (Give(a)Go @ Build Station)
    Created a 1‑minute generative‑AI film using tools like Leonardo.Ai & ElevenLabs.

  • 🥈 Runners‑Up – Superteam Ireland Ideathon 2025


📌 Featured Projects

🔹 Greenlink Agent – Energy Aware Network Intelligence

Python | AWS Bedrock | LLMs | Multi‑Agent Systems

  • Designed an agentic workflow to optimize telecom network energy usage
  • Integrated LLM reasoning with real‑world network constraints
  • Hackathon-winning project (2nd place)

🔗 Repo: Coming soon / Add link here


🔹 Port Communication System (PCS)

Hyperledger Fabric | Node.js | React | MongoDB

  • Built a private blockchain to secure port operations
  • Designed a berth allocation algorithm reducing ship turnaround from 21 → 14 days
  • Automated document verification, improving accuracy by 20%

🔗 Repo: https://github.com/BALAJI-SK/PCS


🔹 DDoS Detection in SDN

Python | Mininet | Scapy | SVM | Entropy

  • Simulated real-world SDN environments
  • Achieved 80%+ detection accuracy using ML models
  • Demonstrated DDoS scenarios with custom traffic generation

🔗 Repo: https://github.com/BALAJI-SK/DDOS-Detection-SDN


🛠️ Tech Stack (Badges)

Languages

Frameworks & Tools

Databases


📊 GitHub Stats


📫 Connect With Me


⭐ “Engineering systems that are reliable today and intelligent tomorrow.”

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  1. Predicting-Computer-Prices-via-Visual-User-Experience-Features Predicting-Computer-Prices-via-Visual-User-Experience-Features Public

    Jupyter Notebook

  2. Autodiscover Autodiscover Public

    Python 1

  3. irish-home-retrofit-prediction irish-home-retrofit-prediction Public

    Jupyter Notebook 1

  4. sak sak Public

    Rust 1