Projects

Talent Scout Desk

A Gemini-powered HR tool for making hiring decisions based on free-text job descriptions

• • Implemented RAG with Postgresql for filtering based on text embeddings
• • Set up a multi-step decision agent using Google Gemini's API
• • Built a dashboard using Lovable to display the comparison results and hiring recommendations.

SimCarma

A web-based platform for assessing soft skills of job candidates via interactive games.

• • Worked on both the frontend (Vue.js) and backend (Flask).
• • Implemented the CI/CD pipeline with GitHub Actions and set up frontend deployment on Netlify and backend deployment on Render.

PaperProbe

A terminal-based tool to automatically generate python scripts demonstrating usage of scientific libraries.

• • Used pymupdf to extract github links from scientific papers in pdf format.
• • Created an LLM-based agent to go through repositories, understand them and generate example scripts.

Rwamed Website

A home page for a real pharmaceutical trading company in Rwanda

PDFReader

Full-stack web application for uploading and retrieving pdf files.

Text Analysis on r/Futurology

Analysis of reddit data using topic detection and sentiment analysis.

• • Used topic detection based on Latent Dirichlet Allocation (LDA) to identify prominent themes in user posts and comments.
• • Used sentiment analysis techniques to extract overall sentiment towards each identified topic.

Tetris Clone

Made a clone of the popular game Tetris.