I am a STEM professional with a Master's in Artificial Intelligence and extensive experience in data-focused engineering, technical research, and remote collaboration. I excel at analyzing complex information, preparing high-quality technical documentation, and supporting teams with structured insights. I bring strong analytical thinking, clear communication, and a detail-oriented approach to reviewing data and optimizing technical workflows.…

Abel Kipruto

I am a STEM professional with a Master's in Artificial Intelligence and extensive experience in data-focused engineering, technical research, and remote collaboration. I excel at analyzing complex information, preparing high-quality technical documentation, and supporting teams with structured insights. I bring strong analytical thinking, clear communication, and a detail-oriented approach to reviewing data and optimizing technical workflows.…

Available to hire

I am a STEM professional with a Master’s in Artificial Intelligence and extensive experience in data-focused engineering, technical research, and remote collaboration.

I excel at analyzing complex information, preparing high-quality technical documentation, and supporting teams with structured insights. I bring strong analytical thinking, clear communication, and a detail-oriented approach to reviewing data and optimizing technical workflows.

See more

Skills

Experience Level

Python
Expert
SQL
Expert
Data Visualization
Expert
Amazon Web Services
Expert
Power BI
Expert
Tableau
Expert
GitHub
Intermediate
Jira
Intermediate
Docker
Intermediate
Google Cloud
Intermediate
Kubernetes
Intermediate
See more

Language

English
Fluent
Swahili
Advanced

Work Experience

Data & Systems Analyst (Remote) at Andela
January 1, 2022 - Present
Analyze datasets, review outputs, and prepare structured reports for engineering teams. Interpret project guidelines to ensure consistency across technical tasks; participate in cross-functional remote collaboration; assist in documenting workflows and improving clarity for distributed teams.
Data & Systems Analyst (Remote) at Andela
January 1, 2022 - Present
Analyze datasets, review outputs, and prepare structured reports for engineering teams. Interpret project guidelines to ensure consistency across technical tasks; participate in cross-functional remote collaboration; assist in documenting workflows and improving clarity for distributed teams.
Remote Multimodal Data Annotation Specialist at Freelance
January 1, 2020 - Present
Delivered 1,000+ high-quality multimodal annotations (video, text, speech, audio, image) across CV, NLP, and speech recognition datasets. Built JSON/CSV metadata templates and guidelines, boosting dataset uniformity and model performance by 8–10%. Achieved 90%+ acceptance rate via rigorous QA, error analysis, and model refinement. Annotated 50K+ bounding boxes, polygons, and semantic segments for autonomous vehicle datasets; labeled 100K+ utterances for intents and sentiment; tagged 20K+ audio clips for speaker diarization, emotion recognition, and ASR in noisy environments; measured 10K+ video actions for activity recognition. Collaborated with global teams using Slack, Asana, Trello, Jira, and GitHub; specialized in edge-case detection, bias mitigation, and active-learning loops to speed model convergence.
Technical Research Assistant at African Centre for Technology Studies (ACTS)
January 1, 2020 - January 1, 2022
Conducted research on digital transformation and smart systems; prepared datasets, performed quality checks, and assisted evaluation tasks. Contributed to technical briefs for regional and international partners and developed prototype tools for data processing.
Graduate Engineering Intern at Kenya Power & Lighting Company (KPLC)
January 1, 2019 - January 1, 2020
Analyzed smart-grid system data and identified anomalies; produced technical reports to support engineering teams; contributed to documentation and efficiency improvements.

Education

Bachelor of Science in Electrical & Electronic Engineering at University of Nairobi
January 1, 2015 - January 1, 2019
Master of Science in Artificial Intelligence at Carnegie Mellon University Africa
January 1, 2020 - January 1, 2022

Qualifications

AWS Cloud Practitioner
January 1, 2022 - November 30, 2025
Google ML Specialization - Deep Learning AI
January 1, 2021 - November 30, 2025

Industry Experience

Software & Internet, Education, Professional Services
    Bias Mitigation Framework for Multimodal Datasets

    Implemented demographic fairness checks and edge-case detection protocols across annotation workflows, reducing model bias and improving active-learning convergence rates.