Hi, I'm Mamadou š
Student ā¢ Software engineering ā¢ Builder ā¢ Explorer
Iām a Computer Science student who learns by building. From privacy-first AI experiments like Lexi-RAG to YesResume, an AI-powered app now in beta, I explore and create at the intersection of AI, software, and system design to build useful tools.
Featured Projects
Area of Focus
Backend Development
- ā¢RESTful API design and implementation
- ā¢Database architecture and optimization
- ā¢Event-driven architecture for live notifications and instant chat
- ā¢Secure handling of sensitive data with privacy-first design
- ā¢Containerized deployment and cloud infrastructure
Frontend Development
- ā¢Building consistent experiences across mobile and web platforms
- ā¢Designing chat interfaces with streaming responses for natural AI interaction
- ā¢State management with modern hooks and patterns
- ā¢Component-based architecture with reusable design patterns
- ā¢Performance optimization and accessibility
AI & Machine Learning
- ā¢Building autonomous agents that can plan, execute tools, and reason
- ā¢Implementing vector databases for semantic memory and context retrieval
- ā¢Designing local-first or private pipelines for sensitive document analysis
- ā¢Natural language interfaces with voice and intent classification
- ā¢Prompt engineering and context optimization
- ā¢Classification and linear regression models
My Journey
The Spark
High School
Java & Python basics. Mini-projects to learn programming fundamentals.
Exploration
Certifications
NumPy certification and Blockchain introduction course.
The Foundation
Carleton University
Computer Science degree. Algorithms, data structures, system architecture.
Innovation
Building Phase
WealthNudge and AI Orchestrator for public users.
Validation
Hackathon Winner
First hackathon win. Delivered under pressure.
Building
YesResume & Lexi-RAG
YesResume development; early Lexi-RAG concept work.
Beta & Launch
Current Phase
YesResume first beta user. Lexi-RAG privacy-first system in progress.