CRAFTED & EXPLORED
An archive of interactive web applications, software tools, custom developer themes, embedded systems, and machine learning models implemented from fundamental mathematical primitives.
Minionese Engine (v2)
Custom domain-specific language syntax parser and neural translator engineered to evaluate non-standard tokenization, custom grammar rules, and dynamic expression trees.
MirrorMe
Real-time pixel synthesis engine mapping webcam video feeds to low-latency matrix grids to visualize human pose geometry and continuous movement dynamics.
Dark Midnight Pink
A meticulously tuned high-contrast dark theme designed around pure obsidian backdrops with neon pink syntax highlights to maximize code scannability.
Dark Midnight Blue
A cool-toned dark color scheme built for eye-strain reduction during extended late-night development sessions, emphasizing rich indigo and cyan highlights.
Dark Midnight ORCHID
Dark, sleek, and high-contrast with a hint of luxury. Perfect if you love rich purples, dark charcoals, and vivid magenta/cyan highlights.
Scalable OLS Engine
Linear regression solver implemented from scratch utilizing raw NumPy matrix inversion (B = (X^T X)^-1 X^T Y) alongside mini-batch stochastic gradient descent.
Regularized Logistic Solver
Binary classification solver built with custom analytical gradient derivations and supporting L1/L2 ElasticNet regularization penalties.
NumPy Deep Neural Network
Fully configurable deep neural network engine implemented entirely in pure NumPy, featuring customizable activations, backpropagation calculus, and Adam optimization.
CodeLearner
An intelligent VS Code extension offering real-time inline guidance and contextual explanations to streamline code comprehension and technical learning.
Earthwise
An intelligent environmental analytics platform utilizing multi-spectral spatial datasets and predictive modeling to monitor ecological sustainability metrics.
MyRoad
Smart road network and travel navigation platform optimized for dynamic route planning, hazard assessment, and real-time transit telemetry.
Facial Emotion Recognizer
Real-time affect recognition network fine-tuning CNN visual features to classify micro-expressions into discrete emotional states via continuous facial landmark vectors.
Crop Disease Detection
Deep convolutional neural network architecture trained on leaf spectroscopy imagery to diagnose agricultural pathogens and early-stage crop diseases.
Colortastic
An expressive, highly distinguishable syntax palette crafted to differentiate complex language constructs, object types, and parameters across languages.
Edge AI Sensory Node
Microcontroller hardware architecture running TinyML on-device inference for real-time sensor fusion, environmental telemetry, and low-latency physical feedback loop controls.
Neuromorphic Spiking Transformers
Exploring event-driven Spiking Neural Networks (SNNs) integrated with attention mechanisms to achieve ultra-low power temporal sequence processing on edge hardware.
Sign Language Translator
Computer vision framework tracking spatial hand landmarks and translating sequential sign gestures into normalized natural language contextual embeddings.
SMO SVM Kernel Engine
Sequential Minimal Optimization algorithm solving the quadratic programming problem for Support Vector Machines with non-linear kernels without high-level frameworks.
Multi-Threaded Random Forest
Parallelized decision tree ensemble engine computing optimal feature splits via Gini impurity and variance reduction across multiple CPU cores.
Latent Diffusion Architecture (LDM)
Generative diffusion network combining a compressed VQ-VAE latent space with cross-attention U-Net denoising blocks for conditional generation.