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linho22w/README.md

Hi, I'm Paulo Amorim

MSc Computer Engineering Student · AI & Machine Learning

typing banner

LinkedIn Email

pamorim@utad:~$ ./whoami.sh

  [ok]  name ............................. Paulo Amorim
  [ok]  location.......................... Portugal, waiting for the model to finish training
  [ok]  role ............................. MSc Computer Engineering Student
  [ok]  focus ............................ Artificial Intelligence & Machine Learning
  [ok]  also builds ...................... backend systems & systems integration
  [ok]  aiming for ....................... Data Science / AI Engineering / BI
  [..]  status ........................... writing my MSc dissertation

🧭 About Me

I'm an MSc student in Computer Engineering, currently in the final stretch of my degree writing my dissertation. My main interest is AI/ML applied to real problems, from medical imaging to generative modelling, but I also enjoy backend development and systems integration, which is where a good part of my academic project work has been.

I like projects that go from "we have messy data / a legacy system" to something that actually produces a usable, measurable result, like a trained model with real metrics, or a working integration between systems that didn't talk to each other before.

🔬 Currently: MSc Dissertation

"Contextual Generative Models for Time Series using High-Performance Computing" (original title: "Modelos Generativos Contextuais para Séries Temporais com Recurso a Computação de Alto Desempenho")

Researching and developing generative models for time series data, with the training/inference pipeline designed to take advantage of high-performance computing resources.

🛠️ Tech Stack

Languages I work with

AI, Backend & Data

Tools & OS

Data & Analytics


💡 Core Competencies

AI & Data

  • Artificial Intelligence
  • Deep Learning
  • Computer Vision
  • Generative AI
  • Explainable AI (XAI)
  • Mathematical Optimization
  • Linear Programming
  • Business Intelligence (BI)

Software & Systems

  • Systems Integration
  • Software Architecture & Design Patterns
  • Software Project Management
  • High-Performance Computing
  • Cryptography
  • Networking (Cisco Packet Tracer)
  • Entrepreneurship

📫 Let's Connect

Looking to grow into Data Science, AI Engineering or Business Intelligence roles, and open to internships and junior positions along the way.

LinkedIn Email

Popular repositories Loading

  1. concurrent-tcp-task-dispatcher concurrent-tcp-task-dispatcher Public

    Raw TCP client/server system for concurrent task allocation, with thread-per-client handling and mutex-guarded shared state, backed by SQL Server.

    C#

  2. legacy-integration-bridge legacy-integration-bridge Public

    Middleware that bridges an offline legacy production-line system to a REST API using SikuliX UI automation (screen-click and OCR approaches), backed by an ASP.NET Core API and SQL Server.

    C#

  3. event-driven-production-integration event-driven-production-integration Public

    Expansion of legacy-integration-bridge adding SOAP financial web services, RabbitMQ decoupling, and real-time streaming (RabbitMQ Streams) over the same production data pipeline.

    C#

  4. mri-classification-deep-learning mri-classification-deep-learning Public

    Automated Brain Tumor detection in MRI scans using Fine-Tuning of CNNs (VGG16, Xception, InceptionResNetV2), Ensemble Learning, and XAI with Grad-CAM.

    Jupyter Notebook

  5. linho22w linho22w Public

  6. guardiansure-bi-dashboard guardiansure-bi-dashboard Public

    Interactive Power BI dashboard for a fictitious insurance company, built with Power Query, SSAS (Star Schema) and DAX.