NestScope detects birds and nests in aerial and drone imagery using lightweight YOLO-style models. Open-source NestScope Public and NestScope Experts repos, plus a CC BY 4.0 dataset on Hugging Face.
Olisemeka Nmarkwe
Machine Learning Engineer
at
Codegig
Ships production ML [classical models, computer vision, and LLMs]. Led team to winning statewide Nexus Louisiana. Based in Hammond, Louisiana. Actively seeking ML Engineer and Computer Vision Engineer roles.
Skills & Technologies
Core technical expertise and tools I use to build production ML systems
Machine Learning & AI
Python
TensorFlow
PyTorch
Scikit-learn
OpenCV
YOLO
Pandas
NumPy
SQL
Cloud & DevOps
AWS
GCP
Docker
Git
RunPod
Jupyter
Google Colab
Azure DevOps
Jira
Confluence
Web Development
FastAPI
Flask
Supabase
Featured Projects
SmartPotato turns everyday PCs into a smart local recorder with natural-language search over your footage. Open source on GitHub; related dataset on Hugging Face.
An AI-powered guessing game API server inspired by Akinator, where users think of an item and the system asks yes/no questions to identify it through machine learning. You can play the game at https://paokinator.olisemeka.dev/.
INFERNO is a real-time fire, smoke, and motion detection system designed for edge devices. Trained on 160,000 labeled images and optimized for Raspberry Pi, it offers robust performance and rapid alerts without the need for expensive hardware or cloud subscriptions.