John Aledare
Selected work

Things I've built

Real machine learning systems designed for low latency, robust error handling, and production reliability.

Live demos

Direct inference

BitCheck Authenticator

Live model

Multi-signal audio verification analyzing voice-clone spectral artifacts to distinguish human from AI voices.

Human Created
Trust: 88%
C2PA Cryptographic Signature
Passed
Sensor Noise Residual (PRNU)
Passed
JPEG Compression & ELA Discontinuity
Passed

Featured projects

4 production systems

Legal Document Analyzer

What it does: Reads dense multi-page contracts and legal agreements, letting users ask specific questions and instantly highlighting liable clauses.

RAG pipeline for question answering and contract clause analysis over complex legal documents using dense vector ranking.

PythonSentenceTransformersRAGPyPDF

AI Resume Optimizer

What it does: Compares resumes against specific job descriptions to pinpoint missing technical keywords and rewrite experience bullets.

Automated career coach evaluating candidate resumes against job descriptions with ONNX-quantized parsing and Gemini 2.0 Flash reasoning.

Gemini 2.0 FlashONNXFastAPINext.js

Brain Tumor MRI Classifier

What it does: Analyzes brain MRI scans to classify tumor types into Glioma, Meningioma, Pituitary, or healthy scans in under 200 milliseconds.

Multi-class medical imaging classifier with edge quantization for accurate Glioma, Meningioma, and Pituitary detection.

TensorFlowEfficientNetB0Transfer LearningStreamlit

Nigerian Pidgin Next-Word Predictor

What it does: Autocompletes and predicts the next words in conversational Nigerian Pidgin English as the user types.

Low-resource African language model using an LSTM neural network and statistical trigrams for real-time phrase continuation.

PyTorchLSTMFastAPIDocker