Some Projects
A curated selection of projects across machine learning, NLP, and AI product engineering.
imparer.ai
An AI-focused Instagram page run end to end by an autonomous pipeline: an agent scouts the day's news from RSS feeds, cross-checks it against a second independent source, writes the carousel with an LLM, renders the slides and the Reel, and publishes it. Fully automated with AI, no human in the loop.
Atlantis
Interactive WebGL concept map for exploring MDPI's 115,000-concept research taxonomy, built with Vue 3, deck.gl and D3 on top of SPECTER2 embeddings and ontology-based clustering. The underlying taxonomy is now public as an open dataset on Hugging Face.
Bitcoin DataScience
Data Science framework for analyzing Bitcoin market dynamics, price patterns, and trading signals with predictive models.
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AI Twin
Conversational AI chatbot powered by LLM technology that acts as a digital twin, answering questions about my work, projects, and career using RAG architecture and streaming responses.
Computer Science applied on Sports
Reconstructed ball trajectories across pool and carom billiards matches using computer vision: color-based detection, Kalman filter multi-object tracking with Hungarian assignment, homography for top-down court mapping, and cushion-bounce physics.
Sentiment Analysis Bitcoin
NLP pipeline aggregating sentiment from social media and news to detect Bitcoin trend reversals and support trading decisions.
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Betting Exchange Scrapers
Real-time scraping and data pipeline for betting exchange odds and live football statistics to power sports analytics strategies.
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Music Classification
End-to-end pipeline for handcrafted music embeddings, genre classification with SHAP, and similarity search on an Italodance/Trance dataset.
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alphaquants.net
Applied AI for quantitative finance: models, analysis workflows, and decision systems designed for practical investing and risk-aware execution.
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