Projection Mapping in Unity3D
Data Engineering
Spatial calibration + blending for multi-projector image/video content, in Unity3D.
Projects
A collection of data science and machine learning projects that solve real-world problems.
Arc-Mode Classification + PyQt GUI
Deep LearningComputer VisionPython
Deep-learning pipeline that classifies arc appearance modes from high-speed video, with a PyQt analysis GUI.
Multitask NLP Classifier with BERT
NLPDeep Learning
Multitask BERT for paraphrase detection, semantic textual similarity and sentiment analysis.
Moving-Object Classification from a Single Line
Deep LearningComputer Vision
Deep CNN that classifies vehicles using only single-line pixel input from traffic videos.
LLM Fine-Tuning & Local Inference
NLPDeep Learning
Fine-tuning open-source LLMs with LoRA and running them locally via Ollama and llama.cpp.
ESRGAN-MultiBand: Sentinel-2 Super-Resolution
Deep LearningComputer Vision
Super-resolution for multiband satellite imagery — adapted ESRGAN with domain-specific perceptual loss.