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Bongiwe Dipodi

@bongiwedipodi

Software engineering student at WeThinkCode_ who built an NLP resume-matching tool with a FastAPI endpoint and Streamlit app.

South Africa

Message

At WeThinkCode_, I studied software engineering and built projects across full-stack development and applied AI. My ResumeMatch AI personal project uses spaCy to extract resume information and TF-IDF to score job matches.

I shipped a FastAPI REST endpoint and Streamlit app for ResumeMatch AI, with Docker containerization and GitHub Actions CI enforcing 85%+ test coverage. I also built Coffee Brew Log with React, Node, Express, Prisma, and PostgreSQL.

My credit-risk classification project was selected for expansion as a Data Engineering elective, adding a proper ETL layer. Before focusing on software engineering, I completed a Bachelor of Social Work and worked as a Social Work Intern at the Department of Social Development.

Experience

Work history, roles, and key accomplishments

Marketing & Content Assistant

WeThinkCode_

Sep 2025 - Aug 2026 (11 months)

Planned and coordinated marketing activities, campaigns, and student engagement events. Produced and organized digital content for internal and external communications.

Marketing Content Creation Event Coordination Digital Content Photography Video Written Communication

Social Work Intern

Department of Social Development

Apr 2024 - Jul 2024 (3 months)

Managed multiple active cases end-to-end, including interviews, assessments, referrals, and follow-up, with high documentation accuracy. Communicated professionally with clients, community organizations, and multidisciplinary teams under confidentiality requirements.

Case Management Documentation Communication Skills Confidentiality Stakeholder Communication