Esther M

Data Science Traiee

Ngao Labs • Part time

Feb 2026 - Present • 3 mos

As a Data Science Trainee at Ngao Labs, I specialise in transforming raw data into actionable insights and interactive web applications. My expertise covers the full machine learning lifecycle, ensuring that models are not just accurate, but ready for real-world use. What I Bring to Your Project: End-to-End ML Pipeline: I manage the entire process, including rigorous data cleaning, exploratory data analysis (EDA), and feature engineering to ensure high-quality model inputs. Model Building & Optimisation: I develop robust machine learning models tailored to specific business problems, focusing on performance, scalability, and accuracy. Interactive Deployment: I don't just deliver scripts; I build and deploy intuitive, user-friendly dashboards using Streamlit, allowing you to interact with your data and model predictions in real-time. Technical Proficiency: Skilled in Python and the core data science stack (Pandas, NumPy, Scikit-Learn) to solve complex data challenges.

Data Science and Engineering Fellow

Tech4Dev • Part time

Aug 2025 - Present • 9 mos

Predictive Risk Modeling: Developed a Smart Grid Anomaly Detection system using Python to identify ”fault” signatures in unstructured sensor data. Data Infrastructure: Built robust data pipelines using SQL and Medallion Architecture to ensure data integrity for executive-level reporting and strategic decision-making. Statistical Analysis: Conducted deep-dive quantitative assessments of consumption patterns to optimize resource allocation and improve system reliability.

Technical Expert

CCI Kenya • Full time

Jul 2024 - Dec 2025 • 1 yr 5 mos

Analyzed complex technical issues for global clients, translating technical data into actionable business solutions. Collaborated cross-functionally with engineering and commercial teams to resolve critical service delivery bottlenecks.