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SMESCH1 (Sebastián Mesch Henriques) · GitHub

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SMESCH1/README.md

Hola, soy Sebastián

AI Engineer aplicado a salud mental. Uso machine learning y deep learning para trabajar con señales cerebrales, datos clínicos y problemas de clasificación psiquiátrica, con incursiones ocasionales en NLP y mercados financieros.

Actualmente terminando una Maestría en Inteligencia Artificial en la Universidad de San Andrés (UdeSA). Basado en Argentina. Abierto a roles remotos (LATAM / US).

En qué trabajo

  • Proyectos de ML con enfoque research: neurociencia, datos clínicos, ML aplicado
  • Deep Learning y NLP — desde clasificación de señales EEG hasta análisis de sentimiento financiero
  • Pipelines end-to-end: datos a modelo a dashboard

Stack técnico

ML / DS

scikit-learn · pandas · NumPy

Datos / Infra

SQL · BigQuery · dbt · DuckDB · Airflow

Backend / BI

Power BI · Looker · Render

Contacto

Hi, I'm Sebastián

AI Engineer applied to mental health. I use machine learning and deep learning to work with neural signals, clinical data, and psychiatric classification problems — with occasional detours into NLP and financial markets.

Currently finishing an MSc in Artificial Intelligence at Universidad de San Andrés (UdeSA). Based in Argentina. Open to remote roles (LATAM / US).

What I'm working on

  • Research-minded ML projects at the intersection of neuroscience, clinical data, and applied ML
  • Deep Learning / NLP — from EEG signal classification to financial sentiment analysis
  • End-to-end pipelines: data to model to dashboard

Tech stack

ML / DS

scikit-learn · pandas · NumPy

Data / Infra

SQL · BigQuery · dbt · DuckDB · Airflow

Backend / BI

Power BI · Looker · Render

Contact

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  1. merval-sentiment-analysis-prediction merval-sentiment-analysis-prediction Public

    LSTM that predicts MERVAL daily direction using Reddit sentiment signals (PyTorch · Optuna · pysentimiento)

    Python

  2. medallion-pipeline-airflow-dbt medallion-pipeline-airflow-dbt Public

    Bronze→Silver→Gold data pipeline with Airflow + dbt + DuckDB, with 29 automated DQ tests

    Python

  3. SOCRATIA SOCRATIA Public

    Gamified philosophy learning app (Duolingo-style). Next.js 16 + Supabase + Tailwind v4

    Python

  4. InforMessi InforMessi Public

    Automated daily Telegram pipeline about the Argentine national team. LLMs + RAG anti-repetition + GitHub Actions

    Python 1

  5. abide-dann-cv abide-dann-cv Public

    ASD vs control from rs-fMRI as a computer-vision problem: CNN + adversarial domain generalization (DANN) across acquisition sites. M.Sc. AI project.

    Python

  6. ontogenia-artificial ontogenia-artificial Public

    Longitudinal study of syntactic emergence in Pythia (BLiMP/Zorro) and its alignment with human language acquisition — U-shaped learning curves & age-of-acquisition correlation. NLP research project…

    Python

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