Updates

Field notes, talks, and milestones.

A lightweight feed for conference participation, presentations, and project progress. LinkedIn posts are referenced via links (and optional screenshots), while each update is stored locally so it works reliably on GitHub + Cloudflare Pages.

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  • Project · Mar 01, 2026

    Edge anomaly detection deployment milestone (Audi AI25)

    AUDI AG × Fraunhofer IAO · Neckarsulm, DE

    Optimized time-series anomaly detection for constrained industrial PCs and improved reliability via calibration and noise suppression techniques.

    Edge AI Time-series Reliability
  • Poster · Sep 01, 2025

    Presented BEACON at EKC 2025 (Vienna)

    Europe–Korea Conference 2025 · Vienna, AT

    Shared the BEACON bias evaluation console and discussed benchmark-driven fairness assessment for ML/LLM systems.

    Fairness LLM Safety Benchmarking
  • Award · Mar 01, 2025

    2nd place at 42 Heilbronn CTF with team “TUMcats”

    42 Heilbronn · TUM Campus Heilbronn

    Participated in a CTF hacking competition and placed 2nd. Focused on cryptography challenges and problems inspired by the NFITS Cyber Security Challenge Germany (CSCG).

    CTF Cybersecurity Cryptography TUMcats
  • Paper · Oct 01, 2024

    Shared paper: “Leveraging NLP for Sentiment Analysis in Financial News”

    Collaboration with colleagues at TUM (via ProfiNetics)

    Announced a publication on financial-news sentiment analysis using a multi-model pipeline (FinBERT variants, DistilBERT Financial, SEC BERT, Flair), including custom training and a web app for sector-based insights.

    Research NLP FinBERT Financial news ProfiNetics
  • Talk · Oct 01, 2024

    Presented “SENTISCOPE” at the 2024 VeKNI Annual Academic Meeting

    VeKNI (Verein Koreanischer Naturwissenschaftler und Ingenieure in der BRD e.V.)

    Presented an NLP-driven sentiment analysis tool for financial news, aimed at improving decision-making and market sentiment tracking. Shared progress toward adapting the system with ProfiNetics.

    NLP Sentiment analysis Finance VeKNI SENTISCOPE