Vongai Ishe M. Kwenda
As a recent Information Technology graduate, I enjoy turning ideas into secure, scalable web applications.
About
As a recent Information Technology graduate, I enjoy turning ideas into secure, scalable web applications. I bring hands-on experience with Python, cloud services, and statistical analysis in R, and I’m passionate about applying AI to real-world problems across industries.
I thrive in collaborative, fast-paced environments and am eager to contribute my skills in a full-time role. I value clean code, thoughtful UX, and a strong brand voice when crafting AI-powered solutions.
- Joined November 2025
Languages
- FrenchAdvanced
Industry experience
- Software & Internet
- Professional Services
- Education
Work experience
Developed an AI-driven sentiment analysis and response generation system for Capgemini. Led frontend development using React, TypeScript, and Bootstrap, with a Vite-based setup and Axios integration, ensuring smooth interaction with backend and ML components. Built components for batch processing and UI interactions, enabling automated sentiment analysis and brand-aligned responses. Also built and trained a Naïve Bayes classifier from scratch on 42,000+ user feedback entries, achieving 55.81% accuracy (Precision 0.56, Recall 0.56, F1 0.55) without relying on transformer models, highlighting an ability to deliver practical ML solutions within enterprise environments.
Education
Certifications and awards
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