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Achievement: Pair ExtraordinaireAchievement: Pull SharkAchievement: YOLO

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull SharkAchievement: YOLO

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spoluan/README.md

Header

Typing SVG

▎ My Interests

AI/ML Generative AI Computer Vision NLP IoT & Robotics FinTech Real-time Systems Software Engineering

▎ Tech Stack

Languages & Platforms

Python Java JavaScript Node.js TypeScript C++ C C# MQL5

AI/ML & Deep Learning

TensorFlow PyTorch scikit--learn Keras Transformers

Data Science & Analysis

NumPy Pandas Matplotlib Jupyter Seaborn

Computer Vision

OpenCV Pillow

NLP & Language Models

NLTK spaCy Ollama

Web Frameworks & APIs

FastAPI Flask Express.js Django ASP.NET Next.js

Databases & Storage

PostgreSQL MySQL MongoDB Redis

DevOps & Tools

Docker Git Kubernetes

IoT & Real-time

MQTT Socket.io OpenDNP3 Raspberry Pi

▎ Publications

  1. Cross-Modal Matching of Lower Body Skeleton and Insole Pressure for Identity Recognition
    IEEE Sensors Letters (March 2026)

  2. Generating Social-Aware Locations for a Robot in a Human Group by Image Generation Using Adversarial Learning
    IEEE Access (2024)

  3. A Framework for a Multisensory IoT System Based on Service-oriented Architecture
    APNOMS 2020

  4. Using Smart Insoles and RGB Camera for Identifying Stationary Human Targets
    iCAST 2019

▎ Machine Learning Lab

👉 Browse Projects

Project Stars Type
forex-market-prediction-eurusd Stars Time Series
federated-learning-mnistdigit Stars Privacy-Preserving ML
explainable-ai-pneumonia Stars Medical Imaging
reinforcement-learning Stars RL Algorithms
golf-ball-detection Stars Object Detection
sound-classification-ml Stars Audio Classification
scut-head-object-detection Stars Head Detection
experiment-chatbot Stars NLP/LLM
sentiment-analysis-imdb-distilbert Stars NLP
imdb-sentiment-analysis Stars NLP
traffic-signs-detection Stars YOLOv8
cat-dogs-classification Stars Image Classification
flower-classification Stars Image Classification
food-101-classification Stars Transfer Learning
mnist-digits-recognition Stars CNN
fashion-mnist-classification Stars Image Classification
semantic-segmentation-oxford-IIIt-pet Stars Segmentation
flickr30k-image-captioning Stars Vision-Language
tmdb-5000-movie-recommendation-system Stars Recommendation
pub-med-200-medical-abstracts-classification Stars NLP/Classification
medium-pred-next-words Stars Language Model
us-insurance-regression Stars Regression
rpi-smart-wastebasket Stars IoT/ML

▎ GitHub Stats

GitHub Stats Top Languages Most Commit Language

GitHub Streak

Contribution Graph

Profile Summary

▎ Connect

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  1. explainable-ai-pneumonia explainable-ai-pneumonia Public

    A deep learning system that detects pneumonia in chest X-ray images with explainability at its core. Built on VGG19 transfer learning, the model achieves high accuracy while Grad-CAM visualization …

    Jupyter Notebook 3 1

  2. golf-ball-detection golf-ball-detection Public

    Golf ball detection and tracking using Faster R-CNN (Detecto/PyTorch). Fine-tuned on a custom dataset with bounding box predictions and heatmap visualizations. Originally run on Google Colab for an…

    Jupyter Notebook 2

  3. experiment-chatbot experiment-chatbot Public

    Lightweight local chatbot built with FastAPI and Ollama. Features web UI, CLI mode, conversation persistence, and per-conversation context profiles.

    HTML 1

  4. youtube-transcriber youtube-transcriber Public

    YouTube transcriber with Whisper transcription and AI polish support

    Python 1