Jane Muthoni
@janemuthoni
Innovative software engineer specializing in AI and machine learning solutions.
What I'm looking for
I am an innovative software engineer with extensive experience in developing and deploying software solutions, particularly in artificial intelligence and machine learning. My expertise lies in natural language processing, AI analytics, virtual reality, data analytics, and computer vision. I have a proven ability to lead cross-functional teams and deliver scalable, high-performance solutions that achieve measurable results, driving growth in the tech world.
Currently, I work as a Programming Engineer at SoluLab in Dubai, where I led the development of a Transformer-based text summarization system that reduced manual document processing time by 45%. I also designed and implemented a computer vision pipeline for automated defect detection, achieving 95% accuracy in production. My previous role as a Machine Learning Engineer at Appello Software in Australia allowed me to develop predictive models for fraud detection, significantly reducing false positives. I am passionate about advancing artificial intelligence to address challenging problems across industries using innovative technology solutions.
Experience
Work history, roles, and key accomplishments
Programming Engineer
SoluLab
Nov 2022 - Present (2 years 6 months)
Led the development of a Transformer-based text summarization system, reducing manual document processing time by 45%. Designed a computer vision pipeline for defect detection with 95% accuracy. Enhanced e-commerce recommendation systems and integrated Kubernetes and Docker for AI scalability.
Machine Learning Engineer
Appello Software
Jan 2019 - Aug 2022 (3 years 7 months)
Developed automated pipelines for data preprocessing and model deployment. Built predictive models for fraud detection, reducing false positives by 25%. Collaborated with teams to integrate ML models into production systems and streamlined ETL processes.
Education
Degrees, certifications, and relevant coursework
Al Ain University
Master of Science, Computer Science
2020 - 2022
Khalifa University
Bachelor of Science, Computer Science
2016 - 2019
Grade: Honors
Graduated with Honors.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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