Looking for a job

Shu Manka'a

@shumankaa

Message

I build AI-assisted analytics and data systems for evidence-based decisions.

Cameroon

Message

What I'm looking for

I'm looking to contribute AI-assisted analytics, strategic foresight, predictive modeling, and data governance to evidence-based planning while continuing to grow through cross-functional work and applied data science challenges.

I'm pursuing a Master's in Data Science while building AI-assisted analytics and strategic-foresight capability through predictive modeling, trend analysis, and data governance.

For my master's research, I developed a multimodal deep learning system for early detection using dermoscopic images and patient metadata. I built CNN and multimodal models in Python and TensorFlow, then created a Streamlit application that provides predictions with confidence scores.

At Ndop District Hospital, I established a single authoritative source for hospital records, improving data consistency by an estimated 40%. I strengthened data governance, reduced data-entry errors, improved reporting efficiency, and maintained compliance with data-access controls.

I've also applied R-based analysis at Stat Vision, creating visualizations and summaries to support forecasting and trend monitoring. My background spans software engineering, IT systems support, database management, and stakeholder training in English and French.

Experience

Work history, roles, and key accomplishments

Intern - Data Analysis (R Programming)

Stat Vision

Aug 2025 - Oct 2025 (2 months)

Applied R programming to data analysis tasks, including data cleaning, statistical analysis, and visualization. Improved data readiness and reporting clarity for stakeholders.

R Data Analysis Data Cleaning Statistical Analysis Data Visualization Ggplot2

Intern - IT Support

Dynamics Network

Apr 2023 - Jul 2023 (3 months)

Maintained computer systems, backed up data, and provided user support. Installed and configured network equipment, improving network uptime and performance.

IT Support Troubleshooting Network Configuration Data Backup Hardware Maintenance

Data Manager

Ndop District Hospital

Jan 2022 - Mar 2023 (1 year 2 months)

Established a single authoritative data source for hospital records, improving data consistency and compliance. Enforced data management policies and improved data governance and security.

Data Management Data Governance Data Security Policy Enforcement Data Analysis

Intern - 3D Modeling & Project Support

Better Planning

Aug 2022 - Oct 2022 (2 months)

Managed 3D-modeling and visualization projects, prepared cost estimates, and created project specifications. Developed JavaScript code and maintained a Git repository for version control.

3D Modeling Project Management Cost Estimation JavaScript Git Visualization

Intern - IT & Systems Support

Camcul

Mar 2022 - Jun 2022 (3 months)

Assisted in installing and configuring computer hardware, operating systems, and applications. Monitored systems and networks, reducing downtime and resolving hardware issues.

IT Support Hardware installation System Monitoring Troubleshooting Network maintenance