Himalayas logo
PU
Open to opportunities

Pierrette Umutoniwase

@pierretteumutoniwase

Energy and software engineer focused on ML, sustainability, and impactful AI solutions.

Rwanda
Message

What I'm looking for

I seek roles building scalable, trustworthy AI for sustainability and the public sector, emphasizing careful data work, collaboration, and impact.

I am a recent graduate in Energy Engineering and Software Engineering (Machine Learning track) with a strong commitment to sustainability, data, and AI that improves people's lives. I combine hands-on dataset preparation, careful annotation, and model-building to deliver reliable ML solutions.

My capstone and project work includes hate-speech detection for a low-resource language, customer-support chatbot fine-tuning with Hugging Face transformers, IMDB sentiment analysis comparing logistic regression and LSTM, and reinforcement learning simulations with DQN and PPO agents.

I have practical experience in preprocessing, tokenization, embeddings, error analysis, and deployment using Python, Flask/Django, and Git, and I contributed to sustainable energy research during an internship. I value patience, precision, collaboration, and multidisciplinary teamwork.

I am excited to apply my skills to scalable AI solutions in the public sector and sustainability-focused projects where careful data work and model reliability matter.

Experience

Work history, roles, and key accomplishments

Education

Degrees, certifications, and relevant coursework

University of Rwanda, College of Science and Technology logoUT

University of Rwanda, College of Science and Technology

Bachelor of Science, Energy Engineering

Activities and societies: Work and projects focused on sustainable energy research and technical reporting; extracurricular involvement with SheUnitesAfrica.

Pursuing a Bachelor of Science in Energy Engineering with coursework in thermodynamics, renewable energy systems, energy efficiency, and sustainable design.

African Leadership University logoAU

African Leadership University

Bachelor of Science, Software Engineering (Machine Learning/AI)

Activities and societies: Projects in hate-speech detection, customer support chatbot, IMDB sentiment analysis, and reinforcement learning simulations; involvement in data annotation and model deployment.

Pursuing a Bachelor of Science in Software Engineering with a Machine Learning/AI specialization, covering courses in machine learning, deep learning, NLP, and reinforcement learning.

Hochschule Heilbronn logoHH

Hochschule Heilbronn

Exchange Programme (no degree), Automotive/Energy Systems

2024 - 2024

Activities and societies: Exchange coursework on energy systems, sustainability, and technology innovation.

Participated in an exchange programme focused on automotive and energy systems, sustainability, and technology innovation.

Tech stack

Software and tools used professionally

Find your dream job

Sign up now and join over 100,000 remote workers who receive personalized job alerts, curated job matches, and more for free!

Sign up
Himalayas profile for an example user named Frankie Sullivan
Pierrette Umutoniwase - Capstone ML Researcher - African Leadership University | Himalayas