Projects

Explore my machine learning and data science projects. From computer vision applications to NLP pipelines and big data analytics solutions.

ML-powered system for automated MCQ grading of student papers and assignments with high accuracy plus detailed dashboards.

NLPComputer VisionPyTorchYOLORoboFlowTensorFlow

Enhancing security with Face Recognition Technology In a dynamic project using Tensorflow Lite and Google ML-Kit and Flutter.

TensorFlowML KitGCPDeep LearningComputer Vision

comprehensive big data analytics platform using Snowflake for monitoring, analyzing, forecasting air quality metrics ( AQI ) across Sri Lanka.

SnowflakeData EngineeringBig DataGCPPostgreSQLWeather API

Developed and deployed a weather forecasting application utilizing forecast data from time series analysis techniques.

StreamlitARIMASARIMAEDAFourier TransformPython

Deep learning approach to authenticate users based on acceleration data, employing feature extraction and selection techniques.

MATLABMLPSVMFeature ExtractionData Science

NLP pipeline using spaCy and NLTK to analyze discussions, sentiments, and emerging trends in Electric Vehicle (EV) industry based on news.

NLPBERTHugging FaceTransformersspaCyNLTK

Conducted an in-depth analysis of student enrollment event logs using process mining techniques, to effectively communicate insights.

Process MiningResearchREDAData VisualizationAlpha & Heuristic Miner

Used R tools and techniques to analyze an HR dataset from a pharmaceutical company. Understanding HR data for better insights.

RStatistical AnalysisEDAData VisualizationHR AnalyticsBI

predicting whether customers will repay their bank loans. supporting for both banks and customers matches today's financial landscape.

Machine LearningClassificationEDAFeature EngineeringPythonStreamlit

Trained deep learning based computer vision models for detecting vacant lots in urban areas using satellite imagery.

Computer VisionDeep LearningYOLODeepLabsv3Satellite ImageryPyTorch