Open to opportunities

Cindy Cheptoo

@cindycheptoo

Message

Data-focused ICT professional skilled in Python, machine learning, and IT support.

Kenya

Message

What I'm looking for

I seek an impactful role applying machine learning and data engineering to health or operational problems, with collaborative culture, mentorship, and opportunities to grow technical and deployment skills.

I am an ICT diploma student and early-career data scientist with hands-on experience building and deploying machine learning models, administering ERP data, and providing IT systems support. I have designed Random Forest models for health risk prediction (94% accuracy) and built deployable Streamlit apps while maintaining reproducible code with GitHub.

I bring practical knowledge of SQL databases, LAN setup, system troubleshooting, and ERP workflows (ChaiPro, SAP Logistics), plus strong documentation and teamwork skills from internships at Kenya Tea Development Agency and Westlands Health Centre. I am passionate about applying data-driven solutions to public health and operational problems.

Experience

Work history, roles, and key accomplishments

Data Science Intern

Westlands Health Centre

Sep 2025 - Oct 2025 (1 month)

Designed and implemented a Random Forest classifier to predict hypertension and diabetes risk achieving 94% accuracy; cleaned and validated patient records and deployed a Streamlit app for real-time risk prediction.

Python Pandas NumPy scikit learn Random Forest Model Evaluation Streamlit GitHub

ICT Attachment

Kenya Tea Development Agency

Jun 2025 - Aug 2025 (2 months)

Supported ChaiPro ERP farmer data, leaf weighing, and payments modules and assisted with SAP Logistics inventory tracking and dispatch processes; performed SQL querying, data entry, backups, and LAN troubleshooting to improve operational reliability.

ChaiPro ERP SQL System Troubleshooting Data Entry Data Backup

Education

Degrees, certifications, and relevant coursework

Eldoret National Polytechnic

Diploma in Information Communication Technology, Information Communication Technology

2022 - 2025

Pursued a Diploma in Information Communication Technology with practical skills in troubleshooting, software installation, and remote collaboration from 09/2022 to 07/2025.