PACIFIQUE ISHIMWE
Software | Machine Learning Engineer & Data Scientist
Kigali
Summary
Software engineer, Machine Learning engineer and Professional Scrum Master with practical experience in software engineering, IT support, and teaching assistance. Skilled in designing and troubleshooting scalable systems, supporting learning, and mentoring students in embedded systems and IoT. Experienced in developing intelligent applications, including crime detection and surveillance models using computer vision and real-time analytics. I am currently pursuing a Master of Science in Information Technology at Carnegie Mellon University Africa with a concentration in machine learning, data science, and software engineering, seeking opportunities to contribute to impactful, data-driven solutions.
Overview
3
3
years of professional experience
1
1
Certification
Work History
Graduate Teaching Assistant - CMU-Africa Bridge Program
Carnegie Mellon University Africa
Kigali
09.2025 - Current
- Encouraged critical thinking, problem-solving, and academic confidence through one-on-one mentorship.
- Facilitated tutorials and provided academic coaching, improving student performance by 15% on average.
- Designed course support materials used by 150+ students per semester.
- Mentored students in IoT projects, resulting in 3 successful Arduino prototypes presented at campus showcases.
Machine Learning Engineer
AUCA Innovation Center
Kigali
07.2024 - 07.2025
- Developed and deployed 4+ machine learning models for predictive analytics and intelligent monitoring systems, improving project accuracy by over 30%.
- Built automated data preprocessing pipelines that reduced model training time by 40%, ensuring faster experimentation and deployment cycles.
- Collaborated with a team of 10 innovators to integrate AI-driven solutions in education and smart security prototypes, enhancing system efficiency.
- Led workshops and mentored 15+ student researchers on applied AI, deep learning, and ethical AI practices to foster innovation within the center.
Software Engineer
Andela Rwanda
Kigali
02.2024 - 12.2024
- Developed and maintained 'Dev-Pulse,' serving 200+ trainees, improving reporting efficiency by 35% using Node.js, GraphQL, React with Redux, and TypeScript.
- Implemented backend APIs in Node.js and frontend features in React, achieving 25% faster page load speeds.
- Collaborated with an Agile team of 6 engineers, delivering features 2 weeks ahead of schedule.
IT Support Assistant
Adventist University of Central Africa
03.2023 - 05.2025
- Resolved 100+ monthly technical support tickets, maintaining 95%+ first-contact resolution rate.
- Configured and maintained lab infrastructure for 300+ students and faculty.
- Trained staff and students on IT security protocols, reducing recurring issues by 20%.
ICT Lab Technician
N@tcom ICT Center
05.2022 - 03.2024
- Managed and optimized lab systems, ensuring 99% uptime across 50+ workstations.
- Conducted technical training sessions for staff and students, improving digital literacy by 30%.
- Diagnosed and resolved network/system issues, reducing downtime incidents by 40%.
Education
Master of Science - Information Technology
Carnegie Mellon University
05.2027
Bachelor of Information Technology - Software Engineering
Adventist University of Central Africa
08.2025
Skills
- Java
- Python
- Typescript
- JavaScript
- C
- C
- C#
- React
- Spring Boot
- Nodejs
- Django
- Flask
- NET
- Pandas
- NumPy
- SciPy
- Matplotlib
- Scikit-Learn
- Tensor Flow
- Keras
- Introductory Big Data
- Arduino
- IoT prototyping
- Git & GitHub
- SVN
- Linux
- Windows
- MS Office (Word, Excel, PowerPoint, Access)
Certification
- Professional Scrum Master I - Scrum.org
- Free-Code-Camp - JavaScript Data Structures and Algorithms
- Neta-cad - Linux Essentials
- CMU-Africa Bridge Program Certificate of Completion
Interests And Achievements
- Active participation in hackathons and collaborative projects.
- Mentoring peers in programming, ML, and IoT.
- Passionate about AI for social good, with a focus on crime prevention and smart surveillance.
Phone
- +250, 7801426235
- +250, 725689109
Timeline
Graduate Teaching Assistant - CMU-Africa Bridge Program
Carnegie Mellon University Africa
09.2025 - Current
Machine Learning Engineer
AUCA Innovation Center
07.2024 - 07.2025
Software Engineer
Andela Rwanda
02.2024 - 12.2024
IT Support Assistant
Adventist University of Central Africa
03.2023 - 05.2025
ICT Lab Technician
N@tcom ICT Center
05.2022 - 03.2024
Master of Science - Information Technology
Carnegie Mellon University
Bachelor of Information Technology - Software Engineering
Adventist University of Central Africa