hi , i am
Aires
Miguêns .

Data Science Graduate Student | Machine Learning Engineer

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about me

Master's student in Data Science at WPI, experienced in machine learning, deep learning, and predictive analytics. Passionate about applying AI to real-world problems, particularly in healthcare.

Currently researching AI-driven healthcare solutions with Prof. Emmanuel Agu at WPI. Skilled in various programming languages and frameworks including Python, R, TensorFlow, and PyTorch. Experienced in handling large-scale data and developing AI solutions.

phone

303 725 8668

email

amiguens@wpi.edu

languages

Portuguese, English, Spanish, French

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education

2024 - 2026

Master of Science in Data Science

Worcester Polytechnic Institute (WPI)

Worcester, MA

Research focus on AI-driven healthcare solutions

Graduated 2022

BS in Telecommunications Engineering

Institute of Technology of the University of Luanda

Luanda, Angola

skills

Programming

  • Python
  • R
  • MATLAB
  • SQL
  • JavaScript
  • HTML
  • CSS
  • Git

Machine Learning & AI

  • TensorFlow
  • PyTorch
  • Scikit-Learn
  • OpenCV
  • FaceNet
  • Hugging Face

Big Data & Analytics

  • Pandas
  • NumPy
  • Seaborn
  • Microsoft Excel

APIs & Tools

  • OpenAI API
  • MIDI API
  • Jupyter Notebook

work experience

  • Web Developer

    Freelance
    January 2025 – Present

    - Developing responsive and user-friendly web applications
    - Implementing modern web technologies and best practices
    - Creating custom websites using HTML, CSS, and JavaScript

  • Project Analyst & Supervisor

    TECCPROENG | New International Airport of Luanda
    Oct 2022 – July 2024

    - Managed and analyzed large-scale construction project data
    - Improved operational decision-making
    - Designed scalable solutions for real-time project tracking and reporting

  • Service Desk Specialist

    SINFIC SA, Luanda, Angola
    July 2021 – Sept 2022

    - Conducted hardware and software troubleshooting
    - Managed large GIS datasets for polling stations
    - Applied data visualization for electoral process monitoring

profiles

themeforest
themeforest
dribbble
dribbble
behance
behance
github
github
flickR
flickR
smungMung
smungMung
squareSpace
squareSpace
bitBucket
bitBucket

projects

RNN-Based Music Generation

Python, TensorFlow, Keras, MIDI API

- Developed LSTM-based RNN model for music generation
- Used MIDI API for music data preprocessing
- Optimized model hyperparameters

Facial Recognition Using Deep Learning

Python, OpenCV, TensorFlow, Keras, FaceNet API

- Built CNN-based facial recognition model
- Integrated FaceNet API for feature extraction
- Enhanced model performance with OpenCV

Large Language Model Chatbot

Python, PyTorch, Hugging Face, OpenAI API

- Fine-tuned transformer-based LLMs
- Developed chatbot using OpenAI API
- Optimized inference speed with quantization

clients

contact me

Aires Miguêns

Data Science Graduate Student

phone

303 725 8668

email

amiguens@wpi.edu

languages

Portuguese, English, Spanish, French