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Data Engineer with less than a year in ETL/ELT pipelines & Power BI reporting, skilled in Python, SQ
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Data Engineer with production experience designing and operating enterprise-scale data infrastructure. At Safaricom, built ETL/ELT pipelines and Power BI reporting systems that directly enabled financial and operational decision-making across multiple business units. Approaches every data problem by defining the business outcome first, then engineering backward from the answer. Equally fluent in Python automation, SQL performance tuning, data modelling, and data quality governance as in translating pipeline outputs into findings that land with finance and operations stakeholders.
Linux Learning Centre Ltd
Certified Linux Administrator (LPIC-1)
January 1, 2023 – April 1, 2023
St. Paul's University
Bachelor of Science · Computer Science
September 1, 2021 – April 1, 2025
Newlight Senior Girls
Kenya Certificate of Secondary Education
N/A – Present
Safaricom PLC
Business Intelligence Developer Intern
October 1, 2025 – April 1, 2026
Nairobi, Nairobi, Kenya
Naishola Gardens
Guest Relations and Events Coordinator
September 1, 2024 – June 1, 2025
Limuru, Kiambu County, Kenya
M.P Shah Hospital
Information Technology Intern
January 1, 2024 – March 1, 2024
Nairobi, Nairobi, Kenya
Alternative Credit Scoring System
June 23, 2026 – Present
Designed a machine learning credit risk model to evaluate borrowers underserved by traditional credit bureaus, targeting Kenya's credit gap where millions of informal economy workers lack scorable credit histories. Using the German Credit Dataset given the scarcity of clean, labelled Kenyan credit data, the project benchmarks Logistic Regression, Random Forest, and XGBoost across accuracy, precision, recall, and AUC-ROC to identify the most reliable classification algorithm for this risk scoring task. Being built in Python using Pandas, Scikit-learn, and Jupyter Notebook.
Swahili Next-Word Prediction Model, Transformer-Based Language Modelling
June 23, 2026 – Present
Built and deployed a transformer-based language model for Swahili next-word prediction, a non-trivial classification problem given the scarcity of clean, structured Swahili training data relative to high-resource languages. Collected and cleaned raw Swahili text, engineered the tokenisation pipeline, and trained the model using Hugging Face Transformers and PyTorch in Google Colab, running A/B-style evaluation across model configurations to select the best performer before deployment. Shipped a Gradio web interface for real-time inference, demonstrating full end-to-end ownership from raw data to a user-facing product.
AWS Cloud Practitioner (In progress)
Unknown
June 1, 2026 – Present
Certified Linux Administrator
Linux Learning Centre Ltd
April 1, 2023 – Present
Cultural Fit Analysis
The candidate's diverse experience, from a technical internship at Safaricom to a guest relations role and co-founding a robotics club, suggests a proactive, adaptable, and well-rounded individual. Their involvement in academic projects like the Alternative Credit Scoring System and Swahili Next-Word Prediction Model shows initiative and a willingness to tackle challenging problems with limited resources. This breadth of experience indicates a strong cultural fit for dynamic and innovative environments.
Soft Skills & Operational Fit
The candidate demonstrates strong problem-solving skills, evidenced by their ability to reduce data latency and automate manual processes. Their experience in cross-functional teams, agile sprint cycles, and authoring technical documentation highlights good operational fit and collaboration skills. The Guest Relations role also indicates strong communication and cross-cultural adaptability, which are valuable for stakeholder management.