Software Engineer | Backend Developer | DevOps Engineer | Robotics Enthusiast | Machine Learning Explorer
I'm an Electronic and Telecommunication Engineering honors undergraduate at the University of Moratuwa (CGPA: 3.55) passionate about building intelligent software and hardware solutions. I combine rigorous academic foundations in core telecommunications and software development with hands-on enterprise backend experience.
I enjoy working across multiple engineering domains including:
- 💻 Backend & Distributed Systems Architecture
- ☁️ Microservices & Cloud Technologies
- 🤖 Robotics & Autonomous Systems (ROS2)
- 🧠 Machine Learning & Computer Vision
- ⚡ Embedded Systems & Advanced Electronics
I love combining software, hardware, and artificial intelligence to solve complex, real-world engineering challenges.
- 📦 Dialog Inventory Management System: Scalable Java Spring Boot microservices integrated with RabbitMQ async processing, Redis caching, and TMF APIs.
- 💥 Dialog Ignite Revamp: Telecom platform ecosystem upgrade focused on backend activity logging, custom server deployments, and REST API validation.
- ⚡ Transformer Management System: Full-stack inspection platform linking a Spring Boot backend with a Python YOLOv8 automated defect detection pipeline.
- 🚍 Bus Tracking System: Full-stack transit platform featuring real-time GPS tracking via Socket.IO streaming channels and Leaflet maps.
- 🎓 PovertyHack Education Platform: Gamified literacy application powered by FastAPI, MongoDB, and personalized Google Generative AI student guidance.
- 📚 AI Study Assistant: Intelligent learning assistant providing automated contextual searching, document summarization, and dynamically generated quizzes.
- 🛞 Reconfigurable Indoor Mobile Robot Platform (FYP): Reconfigurable stair-climbing robot platform engineered with custom dual-mode mobility control loops built natively on ROS2.
- 🦾 4-DOF Robotic Manipulator: Physical 4-Degree-of-Freedom robotic arm leveraging MATLAB inverse kinematics execution and Arduino motor control.
- 🐭 Micromouse Maze-Solving Robot: High-speed autonomous maze solver implementing the FloodFill pathfinding matrix and precision PID microcontroller control loops.
- 🏆 Sri Lanka Robotics Challenge Robot: Competition finalist robot built to dynamically perform complex multi-sensor line, shape, wall, and object manipulation routines.
- 🤖 Robotics Competition Project (EN2553): Multi-functional hardware platform capable of ramp navigation, obstacle evasion, color tracking, and maze traversal protocols.
- 🔍 Deep Learning LightGlue Implementation: PyTorch feature matching pipeline analyzing neural keypoint correspondences and adaptive pruning strategies.
- ✋ Hand Motion Prior for Pose and Shape Estimation: Computer vision model resolving 3D hand shapes from video streams via AMASS dataset motion priors and latent optimization.
- 🌍 Air & Water Pollution Monitoring Device: Portable ecological station utilizing AVR programming to sample and analyze multisector chemical, gas, and temperature metrics.
- ⚖ Analog Weight Scale Using Load Cell: Force-measurement platform utilizing custom analog signal conditioning circuits to capture data generated by structural load cells.
- 💡 Automatic Room Light Controller: Occupancy-driven automated lighting loop designed around an Arduino processing unit to maximize environment power efficiency.
🏅 Finalist — Sri Lanka Robotics Challenge, UOM (2023)
🏅 Finalist — Makathon 1.0, UOK (2025)
🤖 Visiting Instructor (Robotics) — Department of ENTC, University of Moratuwa
💼 Software Engineering Intern — Axiata Digital Labs (Pvt) Ltd
🎓 Stanford University / DeepLearning.AI Specializations:
- Supervised Machine Learning: Regression and Classification
- Advanced Learning Algorithms
- Unsupervised Learning, Recommenders, Reinforcement Learning
- Cloud Computing & Scalable DevOps Systems
- Multi-Agent AI Frameworks & Generative AI Architectures
- Advanced ROS2 Locomotion and Perception Control
- Microservices Architecture Performance Tuning
I am always keen on jumping into complex projects and open-source collaborations relating to:
- 🌐 Microservices & High-Performance Backends
- 🤖 Autonomous Navigation & Advanced Robotics Loops
- 🧠 Production-level ML Pipelines & Computer Vision Tasks
📧 Email: nuwanthadilshan05@gmail.com
💼 LinkedIn: dilshan-wickramasingha
🌐 GitHub: Dilshan-Nuwantha