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JavierPachas/README.md

Javier Pachas

AI Engineer · Data Scientist · EdTech Co-founder

LinkedIn Portfolio Consulting


Stack

Languages · Python · SQL · TypeScript
ML/AI · scikit-learn · PyTorch · LangChain · RAG · LLMs · XGBoost
Data · Pandas · dbt · BigQuery · Databricks · Spark
Cloud & Infra · GCP · AWS · Vercel · Supabase · Docker
Tools · Git · Claude Code · Jupyter · Airflow


Projects

EdBot — AI university admissions prep
Next.js + Supabase monorepo · RAG pipelines · tool-calling agents · 800+ users

P&G LATAM — Retail forecasting automation
100+ markets · migrated to real-time dashboards

CGR (Peruvian Government) — ML bid evaluation system
Reduced megaproject evaluation time from months → minutes

Clínica Internacional — Patient no-show prediction
−3pp no-show rate · XGBoost + ops integration


Background

MSc Physics · PUC-Rio (CERN data analysis)
MIT MicroMaster · Statistics & Data Science
EN / ES / PT


📧 javalepc@gmail.com

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  1. gov-ai-scout gov-ai-scout Public

    Local-first scout for Peruvian government AI/data procurement — aggregates open tenders from SEACE/OECE, scores them against your CV-extracted profile, and drafts proposals with Claude

    TypeScript

  2. perufindocs perufindocs Public

    Open-source document intelligence agent for Peruvian financial regulation (SBS, BCRP, BVL) — grounded citations, agentic tools, multi-model evals

    TypeScript

  3. fastapi4ai fastapi4ai Public

    Minimal FastAPI service exposing a /chat endpoint backed by Google Gemini, with a pluggable AI-provider abstraction, optional JWT auth, and per-user rate limiting.

    Python

  4. stackoverflow2025 stackoverflow2025 Public

    End-to-end ML project: EDA, preprocessing pipeline, and salary prediction model deployed as an interactive Streamlit app using 2025 Stack Overflow Developer Survey data.

    Jupyter Notebook

  5. e2eproject e2eproject Public

    Production-style ML project with modular data ingestion, preprocessing, training, and prediction pipelines, deployed via Flask and AWS Elastic Beanstalk.

    Jupyter Notebook

  6. portfolio-project portfolio-project Public

    Portfolio project showcasing API development best practices with Python, FastAPI, SQLAlchemy, and a custom Python SDK — based on Hands-On APIs for AI and Data Science.

    Python