Available for opportunities

Hi, I'm Pierrette Umutoniwase

I build  

ML Engineer & Energy Engineer crafting sustainable solutions through artificial intelligence

AI/ML
Energy
Code

Featured Projects

Where data meets impact: Building intelligent solutions for real-world challenges

Customer Support Chatbot using Transformers

Fine-tuned transformer models on customer support dialogues with emphasis on handling edge cases through careful data annotation and validation.

Python Hugging Face Transformers NLP Flask

IMDB Sentiment Analysis

Comparative analysis of traditional machine learning vs. deep learning approaches for sentiment classification on 50,000 movie reviews.

Python LSTM Logistic Regression Text Processing

Reinforcement Learning Simulation

Developed custom OpenAI Gym environment for healthcare logistics optimization, implementing DQN and PPO agents with dynamic visualization.

Python OpenAI Gym Reinforcement Learning PyOpenGL

Building Bridges Between Disciplines

Merging sustainable energy expertise with cutting-edge machine learning

My academic journey spans two complementary worlds: Energy Engineering, where I studied thermodynamics and renewable systems, and Software Engineering with specialization in Machine Learning, where I mastered AI algorithms and data systems.

This unique combination allows me to approach problems with both physical intuition and digital innovation—whether optimizing energy grids with AI or building models that understand real-world constraints.

Dual Degrees B.Sc. Energy Engineering & Software Engineering (ML)
Community Impact Active member of SheUnitesAfrica for women in tech
Global Perspective International exchange experience in Germany
Pierrette Umutoniwase

Skills & Expertise

A multidisciplinary toolkit for complex problem-solving

AI & Machine Learning

Data Annotation & Validation
NLP & Text Processing
Reinforcement Learning
Model Deployment

Development

Python
SQL
Flask/Django
Git & GitHub

Engineering & Analysis

Sustainable Design
Research & Analysis
Technical Reporting
Cross-disciplinary Collaboration

Let's Build Something Amazing

I'm currently exploring opportunities in ML engineering, AI research, and sustainable tech innovation

Location

Kigali, Rwanda

Ready to Collaborate?

Let's discuss how we can create impactful solutions together