About

As a recent graduate in Artificial Intelligence, I understand the importance of data. The ability to utilize data in all formats is a valuable skill that will propel us in this century. Due to that fact, I have completed several projects and internships involving various forms of data including spreadsheets, time series, signal data, images, natural languages, and audio.

My educational journey has cultivated my in-depth knowledge in data cleaning, database management, machine learning, computer vision, natural language processing, cloud computing, and data science. My minor in data science at Eindhoven University of Technology has enhanced my ability to analyze and apply data across a variety of application domains and business processes.

Furthermore, during my internship at Reef Support, I was tasked with evaluating databases of oceanic photos and using this data to develop an image classification model to identify and detect marine organisms on Azure. The model was part of the proprietary marine software solution to contribute to the conservation of our coastal zones. As such, I am passionate about building and maintaining scalable machine learning solutions that improve the lives around us.

  • Birthday: 08 April 1999
  • Whatsapp: +31 626554843
  • City: Tilburg, NL
  • Email: n.nyase@gmail.com
  • Languages: Python, R, C++, HTML/CSS, SQL, Javascript, Bash
  • Databases: MSSQL
  • Libraries: NumPy, Pandas, OpenCV, spaCy, SciPy
  • Frameworks: Flask, Keras, TensorFlow, PyTorch, Bootstrap, Tableau
  • Tools & Technologies: Git, Azure, Heroku, Docker, Linux

Interests

Software Development

Machine and Deep Learning

Computer Vision

Natural Language Processing

Database Management

Visualization

Unstructured and Complex Data

Web and App Development

Statistical Analysis

Data Mining

Data Wrangling and Cleaning

Cloud Experience

Education

BSc in Artificial Intelligence and Cognitive Science

September 2019 - July 2022
Relevant Coursework
  • Machine/Deep Learning
  • Computer Vision
  • Software Engineering for AI

Minor Data Science

September 2021 - February 2022
Relevant Coursework
  • Data Management for Data Analytics
  • Business Analytics
  • Business Insights and Networks

BSc in Applied Mathematics and Computer Science

September 2018 - July 2019 (1st yr)
Relevant Coursework
  • Data Structures and Algorithms
  • Combinatorics and Graphs
  • Mathematical logic

Online Certification

Microsoft Certified Azure Fundamentals (AZ900)

Intermediate R

Introduction to Shell

Introduction to SQL

Experience

Reef Support

September 2021 - January 2022

AI Engineer Intern

  • Responsible for leading the team in developing a multi-model image classification pipeline for the idenification and classification of different marine organisms on sea floor.
  • Performed image preprocessing, data augmentation and converted 50K images to 1M images according to points of interest.
  • Achieved an accuracy of 87% and identifies all organisms in 5000 images in 3hrs which is more accurate and 6x faster than traditional methods (manual identification), saving coastal businesses time and resources.
  • Integrated Azure and Flask for the deployment of the web application as part of marine software for coastal businesses. The web application is used for the quick classification of marine wildlife and coral coverage estimation on images for different coastal regions.
  • Other tasks include prototyping image segmentation models, exploratory data analysis, communicating with stakeholders, cloud migration of model and image databases to Azure, and participating in the Ocean Hackathon.

Tilburg University

August 2021 - December 2021

Educational Advisory Committee Member

  • Responsible for providing recommendations, measuring, and monitoring the quality of education in the AI faculty.
  • Acting as the main focal point of communication between the lecturers, program directors, student bodies, and students.

Projects

  • All
  • Web-Apps
  • Projects
  • Thesis
  • Analytics
Comparing Machine Learning Models in Music Composition

Comparing LSTM and GANs in music composition

Sentiment and Text Analysis Web App

Sentiment and Text Analysis Web App

Chatbot Web App for Real Estate

Information Retrieval Chatbot for Real Estate

Convolutional Autoencoder Noise Reduction Algorithm

Convolutional Autoencoder Audio Cleaner

Electroencephalogram (EEG) Data Analysis

EEG data analysis

Real-Time Object Detection Model

Real-Time Object Detection Model

E-commerce data analytics and dashboard

E-commerce data analytics and dashboard

VR Social Distance Game

Unity VR Social Distance Simulator

Skills

Languages and Databases

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Frameworks

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Tools

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Contact

My Address

Tilburg

Netherlands

Social Profiles

Email

n.nyase@gmail.com

Contact

+31 626554843