Maryclare Okeke
Lagos,Nigeria
Summary
Experienced Full-Stack Machine Learning Developer with a proven track record in developing and deploying high-accuracy machine learning models, enhancing user experiences and operational efficiencies. Demonstrated expertise in neural networks, UI/UX design, and web development. Adept at leveraging Python, PyTorch, and Google Cloud to deliver user-centric solutions. Authored a notable publication on neural networks, showcasing deep industry knowledge.
Overview
1
1
year of professional experience
Work History
Freelance Machine Learning Developer
Client
2024.03 - Current
- Developed and deployed a high-accuracy Video AI Detector, enhancing detection of AI-generated videos with 95% accuracy
- 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
2024.04 - 2024.05
- 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.
UI/UX Intern
List
2024.01 - 2024.03
- Designed intuitive and visually appealing user interfaces, increasing user engagement by 25%
- Conducted user research and testing to refine design processes, improving overall user experience.
- Gathered data for market research projects and analyzed findings to make recommendations.
- Compiled weekly reports on customer feedback and satisfaction ratings.
Freelance Machine Learning Expert
Client
Awka , Nigeria
2023.10 - 2023.12
- Created a 89% 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
2023.04 - 2023.12
- 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.
Web Developer
Trinity Rock Hospital
2023.11
- Developed a responsive landing page, increasing online appointments by 20% and improving patient engagement.
Education
Bachelor of Engineering (B.Eng) - Electronics and Computer Engineering
Nnamdi Azikiwe University, Nigeria
05.2024
Skills
- Python Programming
- Image processing
- Machine Learning
- Data Mining
- Algorithm development
- Model Development
- Data Analytics
- Database structures
- Sql
- C++
- Google Cloud
- Figma
Corecompetencies
Python, PyTorch, SQL, C++, Google Cloud, Amazon Web Services (AWS), UI/UX Design, Frontend Development, HTML, CSS, Next.js, ReactJS, SQL, MongoDB, Adobe Photoshop, Adobe Illustrator, Figma, Analytical Thinking, Problem Solving, Team Collaboration, User Research
Languages
English
First Language
Blog
onlytronix.blogspot.com
Timeline
Machine Learning Engineer
Client
2024.04 - 2024.05
Freelance Machine Learning Developer
Client
2024.03 - Current
UI/UX Intern
List
2024.01 - 2024.03
Web Developer
Trinity Rock Hospital
2023.11
Freelance Machine Learning Expert
Client
2023.10 - 2023.12
Machine Learning Developer
Client
2023.04 - 2023.12
Bachelor of Engineering (B.Eng) - Electronics and Computer Engineering
Nnamdi Azikiwe University, Nigeria
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