01 / Archive

Archive

28 projects across computer vision, data and automation, products and esports — plus 10 standalone model releases.

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02 / Projects

AI & Computer Vision

7 projects

OCR Weapon Detection in Counter-Strike 2

2024

Captures the screen and detects weapon names in Counter-Strike 2 with optical character recognition.

Fluorescent Penetrant Inspection

2024

Object detection models for liquid penetrant inspection (FPI, DP, LPI, PT) in metallurgy, built with YOLO11.

Futurama Frame Classification

2024

Multi-label character recognition in Futurama frames; third place in a Kaggle competition with ResNet152 and Keras/TensorFlow.

AI-YOLO Object Detection

2024

Object detection and computer-vision toolkit built on YOLO.

LoL Map Tracking Object Detection

2024

Object detection and minimap tracking for League of Legends.

03 / Projects

Data & Automation

11 projects

Multi-tenant document control that keeps project files archived, searchable and auditable.

Documentation Flow Dashboard

2024

A Tableau Public dashboard that tracks document inflow, processing and delivery across projects.

DocuControl

2024

Reporting and document-control automation that analyses exported data and generates advanced visual reports.

Email MAPI Automation

2024

Automates documentation intake from Outlook/IMAP email into Excel and databases.

EIPSA ERP

2024

An ERP that manages the daily activities of the different sections of the company.

Twitter Sentiment with Emojis

2024

Classifies the emotional tone of tweets with emojis and natural-language processing techniques.

Twitter Sentiment Analysis

2024

Identifies positive and negative emotions in tweets while exploring natural-language features.

Madrid Traffic Accidents

2024

Analysis and prediction of traffic accidents in the city of Madrid.

Titanic Data Wrangling

2024

Complete cleaning and analysis of the Titanic dataset with pandas.

Monitoring Report Automation

2024

Reduces report generation time and minimises manual data-entry errors.

04 / Projects

Products & Tools

7 projects

Live Spanish subtitles for Twitch and YouTube, transcribed locally with Whisper.

Auto Repair Shop Scheduler

2025

Self-hosted scheduling and customer/vehicle management for garages: service-bay agenda, roadworthiness alerts, notifications and role-based access.

Claude Telegram Bot

2025

AI-powered Telegram bot that brings conversational assistance, automation workflows and command interactions to chat.

Polymarket Auto-Betting Bot

2025

Automated trading bot for BTC prediction markets with limit maker orders, Kelly sizing, a bail-out mechanism and a Telegram control dashboard.

05 / Projects

Esports & Content

3 projects

ClutchBot.ai (CS2AI)

2024

Conversational AI assistant for Counter-Strike 2 players with tactical guidance, match insights and gameplay support.

CS2 VRS Predictions

2024

Predictive pipeline that forecasts CS2 team standings and tournament outcomes from historical performance data.

06 / Models

Model releases

Standalone model cards and versioned releases behind the computer-vision work.

Counter Strike 2 Weapon Detector

YOLO12m · 2025

Weapon identification for CS2.

Welding Defects Detector

YOLO11x · 2024

Detection of welding defects with AI.

Liquid Penetrant Test (DP, LPI, PT)

YOLO11l · 2024

Detection of liquid penetrant test with AI.

Counter Strike 2 Players Detector

YOLO12s · 2025

Player identification for CS2.

Counter Strike 2 Players Detector

YOLOv9, YOLOv10 & YOLO11 · 2024

Player identification for CS2.

Valorant Players Detector

YOLOv10 & YOLO11 · 2024

Player identification for Valorant.

OverWatch 2 Players Detector

YOLO11 · 2024

Player identification for Overwatch 2.

League of Legends Map Tracking

YOLO11 · 2024

Identification of all characters through the minimap.

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