I am a Certified Machine Learning Developer and IT Technical Assistant with a 300-hour freeCodeCamp certification, CIM Canada membership, and hands-on TVET lab experience. I specialize in AI data annotations, data science pipelines, neural networks, and Management Information Systems, delivering practical ML solutions and data-driven insights to improve operations and decision-making. I thrive on turning complex business needs into robust technical solutions. As a collaborative and results-driven professional, I lead and support IT initiatives, optimize enterprise operations, and communicate clearly with stakeholders to deliver mission-critical outcomes on time.

Kipngeno Mutai Emmanuel

I am a Certified Machine Learning Developer and IT Technical Assistant with a 300-hour freeCodeCamp certification, CIM Canada membership, and hands-on TVET lab experience. I specialize in AI data annotations, data science pipelines, neural networks, and Management Information Systems, delivering practical ML solutions and data-driven insights to improve operations and decision-making. I thrive on turning complex business needs into robust technical solutions. As a collaborative and results-driven professional, I lead and support IT initiatives, optimize enterprise operations, and communicate clearly with stakeholders to deliver mission-critical outcomes on time.

Available to hire

I am a Certified Machine Learning Developer and IT Technical Assistant with a 300-hour freeCodeCamp certification, CIM Canada membership, and hands-on TVET lab experience. I specialize in AI data annotations, data science pipelines, neural networks, and Management Information Systems, delivering practical ML solutions and data-driven insights to improve operations and decision-making.

I thrive on turning complex business needs into robust technical solutions. As a collaborative and results-driven professional, I lead and support IT initiatives, optimize enterprise operations, and communicate clearly with stakeholders to deliver mission-critical outcomes on time.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
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Language

Swahili
Fluent
English
Fluent
Russian
Beginner
German
Beginner

Work Experience

IT Technical Lab Assistant (Industrial Attachment) at Bomet Central Technical & Vocational College
March 1, 2025 - December 31, 2025
Web Development: Designed and maintained the college website using full-stack technologies (HTML/CSS/JS + Python), increasing student portal accessibility by 40%. Finance Systems: Integrated custom Java-based tools with college accounting software for fee processing, ensuring 100% accuracy across 500+ transactions. Lab Administration: Managed and maintained 50+ workstations with 99% uptime through proactive hardware diagnostics and OS updates (Windows/Linux). Technical Training: Conducted hands-on Python programming, networking basics, and office automation tools for 100+ students. Data Systems: Developed SQL databases for student records and utilized Tableau for data visualization to support faculty academic research.
AI/ML Freelance Specialist at Mercor, Freelancer.com, Upwork
June 1, 2018 - Present
Delivered 500+ projects: AI data annotation, RLHF for LLMs, prompt engineering. Built ML models (neural networks, predictive analytics) using TensorFlow/Scikit-learn for business intelligence. Developed full-stack web apps (Django/Flask/JS) and automated statistical data pipelines. Conducted CS/Statistics research producing technical papers and whitepapers for global clients.
Global Ambassador & Team Coordinator at University of the People
February 1, 2020 - Present
Participation in virtual events, contributing to +30% awareness for online education access.
Education Volunteer Associate at VSO International
February 1, 2022 - Present
Mentored 200+ underprivileged students, leading to a 25% enrollment increase.
AI/ML Freelance Specialist at Mercor; Freelancer.com; Upwork (Remote)
June 1, 2018 - Present
Delivered 500+ projects: AI data annotation, RLHF for LLMs, prompt engineering. Built ML models (neural networks, predictive analytics) using TensorFlow/Scikit-learn for business intelligence. Developed full-stack web apps (Django/Flask/JS) and automated statistical data pipelines. Conducted CS/Statistics research producing technical papers and whitepapers for global clients.

Education

Bachelor of Science in Mathematics & Computer Science at Taita Taveta University, Kenya
September 1, 2017 - February 5, 2026
Bachelor of Science in Computer Science at University of the People, USA
January 1, 2025 - February 5, 2026
Bachelor of Business Administration in Leadership at Monarch Business School, Switzerland
September 1, 2025 - February 5, 2026
Bachelor of Science in Mathematics & Computer Science at Taita Taveta University, Kenya
September 1, 2017 - February 7, 2026
Bachelor of Science in Computer Science at University of the People, USA
January 1, 2025 - February 7, 2026
Bachelor of Business Administration in Leadership at Monarch Business School, Switzerland
September 1, 2025 - February 7, 2026

Qualifications

Machine Learning with Python Developer
January 11, 2030 - March 13, 2024
Associate Member, Canadian Institute of Management (CIM Canada)
June 1, 2024 - February 5, 2026
Management Information Systems
January 11, 2030 - February 5, 2026
Organizational Behaviour
January 11, 2030 - February 5, 2026
Marketing Fundamentals
January 11, 2030 - February 5, 2026
Business Communications
January 11, 2030 - February 5, 2026
Machine Learning with Python Developer
January 11, 2030 - March 13, 2024
Associate Member, Canadian Institute of Management (CIM Canada)
June 1, 2024 - June 1, 2025
Associate Member, CIM Canada – Certified
June 1, 2024 - February 7, 2026
Management Information Systems
January 11, 2030 - February 7, 2026
Organizational Behaviour
January 11, 2030 - February 7, 2026
Marketing Fundamentals
January 11, 2030 - February 7, 2026
Business Communications
January 11, 2030 - February 7, 2026

Industry Experience

Software & Internet, Education, Professional Services, Media & Entertainment