Nadeesha D Shalom Nadeesha-D-Shalom

👋 About Me

class NadeeshaShalom:
    def __init__(self):
        self.name         = "Nadeesha D. Shalom"
        self.role         = "Software Engineering Undergraduate @ SLIIT"
        self.location     = "Sri Lanka 🇱🇰"
        self.email        = "nadeeshashalom1@gmail.com"
        self.focus        = ["Full-Stack Development", "AI/ML Research", "System Architecture"]
        self.currently    = "Building an AI-powered LMS with Go, React & Python"
        self.researching  = "Self-Regulating Learning Pressure (SRLP) — a novel AI training algorithm"
        self.ask_me_about = ["Java", "Go", "Python", "Machine Learning", "REST APIs"]

    def philosophy(self):
        return "Build systems that are smart, scalable, and solve real problems."

me = NadeeshaShalom()

🛠️ Tech Stack

Languages

Frameworks & Platforms

AI & Machine Learning

Databases & Cloud

Tools & IoT

🚀 Featured Projects

🎓 Student LMS with AI & ML

Industry-grade LMS with LLM integration · 2025–Present

Stack: React · Go · Python (FastAPI) · MySQL · JWT · Ollama

JWT auth with role-based access (Student / Teacher / Admin / IT-Admin)
LLM-powered academic assistant for contextual Q&A on lessons & assignments
Microservice architecture: Go backend, Python AI services, modular React frontend
Hardened middleware validation and shared security utilities

🧠 Self-Regulating Learning Pressure (SRLP)

Novel AI training-stability algorithm · 2026

Stack: Python · PyTorch · NumPy · Matplotlib

Designed a training-time algorithm to stabilize learning dynamics
Adaptive loss-feedback pressure control regulating gradient updates
Improved convergence stability vs. standard training baselines
Evaluated via loss variance, convergence behavior & accuracy trends

🩺 Diabetes Prediction — Logistic Regression

Clinical ML detection model · 2025

Stack: Python · Scikit-learn · Pandas · Seaborn

83.45% accuracy with tuned recall for diabetic patients
Handled class imbalance, feature engineering & preprocessing
Evaluated with ROC-AUC, Precision, Recall, F1, Confusion Matrix

✈️ Airline Reservation System

Full-stack real-time booking platform · 2025

Stack: Java · Spring Boot · SQL Server · React · Tailwind

Real-time flight search, booking & cancellation with role-based auth
Spring Data JPA for secure, efficient database operations
Admin dashboard for flights, passengers & bookings

🍵 TeaWeb — CEYMOS LANKA Showcase

Export platform for Ceylon tea & coconut products · 2025–2026

Stack: React · PHP · MySQL · Bootstrap · Tailwind

Responsive showcase deployed on GoDaddy shared hosting
Password-protected admin dashboard with full CRUD
Image upload, password recovery & contact form integration

Want to see more? Check out the full project list on GitHub →

📜 Certifications

Certification	Issuer	Year
🤖 AI/ML Engineer — Stage 1 & 2	SLIIT	2025
☕ Java OOP: Object-Oriented Programming	Udemy	2025
🎓 BSc (Hons) Software Engineering (in progress)	SLIIT	2024–Present
📋 Diploma in Software Engineering	Pioneer Institute	2020–2022

🏆 Achievements & Activities

🏅 Codefest 2025 Participant — SLIIT's largest university tech competition (Innovative IoT Category)
🎯 Subcommittee Member — Faculty of Computing Student Community (FCSC), SLIIT (Mar 2025–Present)
🔨 15+ personal projects spanning Java, Go, PHP, MySQL, IoT & embedded systems

📊 GitHub Stats

📫 Let's Connect

Platform	Link
📧 Email	nadeeshashalom1@gmail.com
💼 LinkedIn	nadeesha-shalom-a5a2a4251
🌐 Portfolio	nadeesha-d-shalom.github.io
✍️ Medium	@nadeeshashalom1
📞 Phone	+94 70 7328800

"Build systems that are smart, scalable, and solve real problems."

⭐ If you find my work interesting, feel free to star a repo or reach out!

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