Bernardine niyoyita

Bernardine niyoyita

A highly motivated Frontend developer and machine learning engineer with experience working with...
Rwanda
Kinyarwanda, French, English

About Me

A highly motivated Frontend developer and machine learning engineer with experience working with python tools to build models and backend APIs. Currently working as a part time machine learning developer at Huza labs NLP…

Experience

Software Developer

Mbaza NLP Core Team
Jul 2022 - Present · 4 years 3 months

<p>Wrote and implemented scripts to enhance community website functionalities<br>
Oversee and collaborate on machine learning ongoing projects in teams<br>
Documented tools used in some projects by the community<br>
Developed next projects for the community<br>
Discussed and assisted on the design of ongoing projects</p>

Data entry clerk

RBC vaccination, Kigali, Rwanda
Mar 2021 - Present · 5 years 7 months

Entering data in the system and giving permission

NLP fellowship and Machine Learning Trainee

HUZA Labs
Jan 2023 - Mar 2026 · 3 years 2 months

<p>Performed data preprocessing including data cleaning, scaling and feature selection<br>
Performed data analysis<br>
Built models for supervised learning<br>
Built regression models<br>
Built classification models<br>
Tested models<br>
Compared different model outcomes<br>
Created APIs for high performing models<br>
Reported results<br>
Built a chatbot</p>

Frontend Developer Trainee

KLab
Aug 2022 - Sep 2022 · 1 month

<p>Understood and designed the structure of a project<br>
Designed the database<br>
Created UI/UX designs</p>

Project manager

Insurance-mgt.heruko.app.com
Aug 2022 - Aug 2022

<p>Helped users get medical services easily<br>
Enabled available appointment booking<br>
Enabled online payment for all services</p>

Inventory Manager

Cimerwa company, Rusizi, Rwanda
Jan 2022 - Jan 2022

<p>Collected all data<br>
Analyzed the data<br>
Prepared the data for presentation</p>

Data entry clerk

RBC vaccination, Kigali, Rwanda
Mar 2021 - Mar 2021

<p>Entered data in the system<br>
Gave permission</p>

Volunteering

Software Developer Mbaza NLP Core Team
Jul 2022 - Feb 2026 · 3 years 7 months

Wrote and implemented scripts to enhance community website functionalities
Oversee and collaborate on Machine Learning ongoing projects in teams
Documenting tools used in some projects by the community
Developing with the core team next projects for the Community
Discuss and assist on the design of ongoing projects

NLP fellowship and Machine Learning Trainee

HUZA Labs
Nov 2022 - May 2023 · 6 months

Data preprocessing including data cleaning, scaling and feature selection
Data Analysis
Building models for supervised learning; regression or classification
Testing models
Comparing different model outcomes
Creating APIs high performing model
Reporting results
Chatbot
FastApi

Frontend Developer Trainee

KLab
Aug 2022 - Sep 2022 · 1 month

Understanding and designing the structure of a project
Designing the database
Creating UI/UX designs

Inventory Manager

Cimerwa company, Rusizi, Rwanda
Sep 2019 - Mar 2022 · 2 years 6 months

Worked as inventory manager in Cimerwa collecting all data and analyzing them to the presentative

Project manager

Insurance-mgt.heruko.app.com
Aug 2022

Thusers to get easily the medical services by getting available appointment and paying online all services at system will help

IT Technical Support

Kigali independent university e-learning platform

Helping new student accessing e-learning platform
Helping student with unenrolled courses
Helping students with internet issues
Helping students with examination evaluation
Helping student creating accounts
Helping students for software installation
Helping staff members for other technical issues

Skills

IT Support Data Scraping Data Entry Data Investigation Analysis Developer Software Microsoft Package Skill Python Django Python Django RESTful HTML/CSS Bootstrap MySQL GitHub JavaScript php Pandas Numpy Matplotlib Scikit-Learn Tensorflow NeuralNetwork Microsoft Office (Word Excel PowerPoint) Internet Python Django Django RESTful HTML CSS PHP Microsoft Office Word Excel PowerPoint NumPy TensorFlow Neural Networks FastAPI Figma WordPress Data preprocessing Data cleaning Scaling Feature selection Data analysis Supervised learning Regression Classification Model testing API development Reporting Chatbot development Leadership Communication Teamwork Organization Customer support
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