Projects
23 projects across data and engineering.
From ML systems and forecasting to mobile apps, distributed systems, CUDA, and algorithm visualizations. Filter by category or stack.
Showing 23 projects
Fast Food Demand Forecasting with Uncertainty Quantification
My MSc thesis at KTU: forecasting per-venue order demand for 17 Vilnius restaurants with ARIMA, DeepAR, and a Temporal Fusion Transformer, then measuring how well each model's prediction intervals are actually calibrated.
AI Lab Methods & Projects
Lab-based AI projects covering ANN classification, Naive Bayes spam detection, time-series forecasting, and statistical data preprocessing.
CUDA Student Grading
GPU-parallel student grading in CUDA: filtering and formatting student records by name and grade across thousands of threads.
EcoSort: Smart Waste Sorting
A mobile app for sustainable construction-site waste management: worker reminders, manager controls, reward codes, and infographic-driven training.
Location-Based Android App
An indoor positioning Android app that determines user location from Wi-Fi RSSI fingerprints using a k-Nearest Neighbor classifier. Built with Room, Retrofit, and Material 3.
Mathematical Methods of AI
A grab-bag of mathematically-grounded AI work: Explainable AI, recommender systems, Kalman filters, and LDA topic modeling, built with a focus on interpretability.
ML Lab Projects
Supervised learning labs across regression, classification (LDA, QDA, Logistic), KNN, and model evaluation.
Personalized Recommendations & Demand Forecasting
A hybrid ML system that pairs personalized product recommendations with inventory-aware demand forecasting, tackling cold-start and long-tail problems in e-commerce.
Statistical Analysis & Forecasting
Descriptive and predictive analytics in R: PCA, clustering, ARIMA/ETS time-series forecasting, and multivariate statistical modeling, all reported through RMarkdown.
Dijkstra's Shortest Path Finder
A C# implementation of Dijkstra's algorithm with Euclidean-weighted edges and a path comparison harness.
Distributed Container Simulation
Multi-client distributed simulation in C# using RabbitMQ. Clients adjust container mass under pressure; the system resets on implosion or explosion.
Functional Java: Geo Matcher
A Java exercise in functional programming: matching point locations to bounding-box regions using JSON inputs, with results streamed out as JSON.
Parallel Audio Downloader
A Python desktop app for downloading and processing .wav files in parallel, with pydub metadata extraction and a Tkinter UI.
Shared Memory Concurrency (C#)
Multithreaded student-sorting using C# monitor synchronization, with a parallel C++ implementation for comparison.
Shared Memory Concurrency (C++)
Multithreaded student-sorting in C++ using monitors and shared memory, with a C# front-end driving the workload.
Shared Memory Concurrency in Go
A Go student-processing pipeline using goroutines and channels for concurrent filtering and sorting, with custom thresholds and file I/O.
SimpleRPC Container Simulation
A distributed client-server pressure container simulation in C# using SimpleRPC: thread-safe state, RPC communication, dynamic resets.
Sorting Algorithms Benchmark
Heap Sort, Quick Sort, and Insertion Sort in C# with execution-time tracking and Excel-based reporting.
ToDo App (Firebase + MVVM)
A modern Android todo app on MVVM with Firebase Realtime Database: auth, task sync, category views, LiveData, Material UI.
Traffic Light Simulation (RPC)
A multi-client traffic-light simulation built on ASP.NET Core. Each client is a car queuing, waiting, and crossing, with crash modeling and shared state coordination.
BST & AVL Tree Demo (Java)
JavaFX visualizer for binary search trees and AVL trees, with benchmarking and live GUI interaction over a custom Car dataset.
Hash Table Visualization (Java)
An interactive JavaFX explorer for open-addressing hash tables: linear probing, quadratic probing, double hashing, with benchmarks.
Java Data Structures
Custom array, stack, queue, and linked-list implementations in Java with generic, interface-based design and student-record I/O.
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