Bernardine niyoyita

Bernardine niyoyita

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

نبذة عني

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…

الخبرة

Software Developer

Mbaza NLP Core Team
Jul 2022 - حتى الآن · 4 سنوات

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

Data entry clerk

RBC vaccination, Kigali, Rwanda
Mar 2021 - حتى الآن · 5 سنوات 4 أشهر

Entering data in the system and giving permission

NLP fellowship and Machine Learning Trainee

HUZA Labs
Jan 2023 - Mar 2026 · 3 سنوات 2 أشهر

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

Frontend Developer Trainee

KLab
Aug 2022 - Sep 2022 · 1 شهر

Understood and designed the structure of a project
Designed the database
Created UI/UX designs

Project manager

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

Helped users get medical services easily
Enabled available appointment booking
Enabled online payment for all services

Inventory Manager

Cimerwa company, Rusizi, Rwanda
Jan 2022 - Jan 2022

Collected all data
Analyzed the data
Prepared the data for presentation

Data entry clerk

RBC vaccination, Kigali, Rwanda
Mar 2021 - Mar 2021

Entered data in the system
Gave permission

Volunteering

Software Developer Mbaza NLP Core Team
Jul 2022 - Feb 2026 · 3 سنوات 7 أشهر

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 أشهر

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 شهر

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 سنوات 6 أشهر

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

المهارات

دعم تكنولوجيا المعلومات سحب البيانات تسجيل البيانات تحليل استقصاء البيانات برامج المطورين مهارة حزمة مايكروسوفت 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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