Transforming complex AI concepts into real-world applications. Specialized in Generative AI, Large Language Models, and full-stack intelligent software.
Leveraging cutting-edge models, modern frameworks, and microcontrollers to design state-of-the-art intelligent solutions.
Designing and fine-tuning deep learning models (PyTorch, TensorFlow). Fine-tuning LLMs with QLoRA, integrating Vector Databases (Qdrant, ChromaDB) for semantic search.
Building robust RESTful APIs with Spring Boot (Java 17) and responsive interactive user interfaces with React and TypeScript, fully integrating machine learning services.
Developing embedded software with Arduino (C/C++), integrating ultrasonic sensors, DC motors, and wireless networks to build automated hardware setups.
Completed an intensive 11-month internship as a frontliner at Sampath Bank Giriulla Branch, managing customer relations, banking operations, financial transactions, and frontline service delivery with high precision.
Collaborating on technical workshops, programming bootcamps, and coding events. Advocating for female representation in STEM fields and organizing code-athons.
Strong focus on advanced mathematics, statistics, data structures, neural networks, and machine learning models. Maintaining an outstanding academic record with a cumulative GPA of 3.10/4.0.
Graduated with an emphasis on Bio System Technology, Science for Technology, and Information and Communication Technology, laying the groundwork for a technical undergraduate degree.
Completed secondary academic curriculum for G.C.E. O/L examination, excelling in mathematics, science, and English.
Completed primary education foundation, building essential academic and creative skills.
I am a dedicated Data Science undergraduate with an interdisciplinary background spanning machine learning engineering, embedded hardware automation (IoT), and full-stack software development.
My primary drive is to bridge the gap between abstract algorithmic concepts and practical, user-centric software systems. Whether it is fine-tuning LLMs, scaling REST APIs, or writing firmware for microcontrollers, I prioritize code quality, maintainability, and data integrity.
Academic Distinction
Hands-on Lab Verified
Sales performance dashboard built with React and connected to Firebase for real-time database management. Features an integrated machine learning model for AI sales forecasting, predicting future sales trends and revenue metrics over time.
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Engineered a full-stack platform featuring inventory management, secure JWT authentication, online ordering, and payments. Used Spring Boot for clean RESTful APIs, React for responsive UI, and Flyway for versioned migrations.
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Created an IoT-based home automation dashboard and automatic parking system using Arduino microcontrollers. Integrates ultrasonic sensors for vehicle proximity detection, servo/DC motors, and LEDs with calibrated firmware.
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Developed a Hand Tracking Virtual Mouse using Python, OpenCV, and MediaPipe that enables users to control the computer cursor and perform mouse clicks through real-time hand gesture recognition. The project leverages computer vision and AI to provide a touch-free, intuitive, and responsive alternative to a traditional mouse.
View CodeHave an interesting project idea or an internship opportunity? I'm always open to discussing new engineering collaborations, machine learning systems architecture, or research positions.