Maryclare Okeke
Canada
Summary
Certified Full-Stack Machine Learning Developer with a solid background in Electronics and Computer Engineering. Proven ability to design, build, and deploy machine learning models that solve real-world problems and improve business outcomes. Author of "Neural Network with Libtorch (PyTorch C++ API)", showcasing expertise in advanced deep learning applications. Skilled in deploying production-ready ML systems on Google Cloud and developing scalable web solutions that drive performance and efficiency.
Overview
2
2
years of professional experience
3
3
Certifications
1
1
Language
Work History
Web Developer
Trinity Rock Hospital
11.2023
- Developed a responsive landing page, increasing online appointments by 20% and improving patient engagement.
Freelance Machine Learning Developer
03.2024 - Current
- Developed and deployed a high-accuracy Video AI Detector, enhancing detection of AI-generated videos
- Implemented cutting-edge ML models that improved user experience in web applications, increasing user satisfaction
- Led deployment strategies on various platforms, ensuring seamless integration and reducing operational downtime by 30%.
- Monitored model performance using appropriate metrics and tuning hyperparameters accordingly.
- Applied feature selection algorithms to predict potential outcomes.
- Followed industry innovations and emerging trends through scientific articles, conference papers or self-directed research.
- Developed new functions and applications to conduct analyses.
- Tested, validated and reformulated models to foster accurate prediction of outcomes.
- Cleaned and manipulated raw data.
- Identified, researched and evaluated innovative machine learning technologies, explaining details to coworkers.
- Designed and deployed machine learning models into product stack in support of product development.
- Assisted in preparing proposals for potential clients by providing technical expertise on machine learning solutions.
- Participated in meetings, code reviews, demos, design sessions and project retrospectives.
- Produced detailed documentation of all ML processes including coding standards and best practices.
Machine Learning Engineer
Client
04.2024 - 05.2024
- Engineered advanced bird detection software for poultry farms, achieving 85% accuracy in classifying chickens based on health, reducing disease spread by 20%
- Integrated intruder detection systems, enhancing farm security and decreasing unauthorized access by 40%.
- Evaluated model performance by creating metrics such as accuracy, precision, recall, F1 score and AUC.
- Conducted research on new algorithms in the field of deep learning.
- Performed hyperparameter tuning for improving model performance.
- Researched new ways of applying AI and ML concepts in different domains such as healthcare or finance.
- Provided technical guidance on best practices related to building robust ML systems.
Freelance Machine Learning Expert
10.2023 - 12.2023
- Created a high-accuracy fire detection model, improving emergency response times by 50%
- Enhanced safety monitoring systems using ML techniques, reducing false alarms by 35%.
Machine Learning Developer
Client
04.2023 - 12.2023
- Designed and implemented an AI model for fire detection, sharing insights on GitHub and receiving positive feedback from the tech community.
- Designed efficient algorithms for training deep neural networks with high accuracy.
- Monitored model performance using appropriate metrics and tuning hyperparameters accordingly.
- Conducted research on new ML technologies and trends to improve the development process.
- Utilized deep learning frameworks such as TensorFlow and Keras to build CNNs and RNNs based applications.
Education
Bachelor of Engineering (B.Eng) - Electronics and Computer Engineering
Nnamdi Azikiwe University, Nigeria
Awka AnambraMasters In Engineering - Electronics And Computer Engineering
Queens University Kingston Canada
Kingston, ONSkills
Python Programming
Certification
Machine learning specialization issued September 2024
Timeline
Machine Learning Engineer
Client
04.2024 - 05.2024
Freelance Machine Learning Developer
03.2024 - Current
Web Developer
Trinity Rock Hospital
11.2023
Freelance Machine Learning Expert
10.2023 - 12.2023
Machine Learning Developer
Client
04.2023 - 12.2023
Bachelor of Engineering (B.Eng) - Electronics and Computer Engineering
Nnamdi Azikiwe University, Nigeria
Masters In Engineering - Electronics And Computer Engineering
Queens University Kingston Canada
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