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Andre031222/README.md
CR7

I'm R. Andre Vilca Solorzano

ML Researcher  ·  Full-Stack Engineer  ·  Remote Sensing & Astrophysics

 lion

This is me, Andre — a researcher & full-stack engineer from Universidad Nacional del Altiplano (FINESI), Puno, Peru.
I build ML systems that turn satellite data into real-world early-warning tools for the Andes, and I publish the science behind them.
Obsessed with improving — on the keyboard and on the pitch, with the CR7 mentality.

Who am I

  • I research ML for environmental remote sensing across the Peruvian Andes
  • Statistics & Computer Engineering at UNA Puno — FINESI
  • 5 articles published or accepted — World J. Environmental Biosciences (Scopus Q2), J. Astrophysics & Astronomy (Springer, Scopus Q2), IJACSA (Scopus Q3) & Informatica (Slovenia) ×2
  • I self-host 10+ production apps on my own Linux VPS — andre.net.pe
  • Currently working on Sentinel-2 / Landsat ensembles for frost, GLOFs & water quality
  • I distro-hop between Arch Linux (Hyprland + Kitty) & Windows · editor: VS Code
  • Reach me out Email
  • Always with the CR7 mentality — "work beats talent"

"Take Andean science to the world stage." — my long-term goal.

Research

N° Year Work Venue Status Code
1 2026 Physics-Informed Ensemble Learning for Exoplanet Transit Detection — BLS + Attention CNN + XGBoost (ROC-AUC 0.9948) Journal of Astrophysics and Astronomy 47, 53 (Springer) · Scimago Verified: Scopus Q2 Published GitHub
2 2026 Multiple Linear Regression Outperforms Machine Learning for Monthly Temperature Forecasting across the Peruvian Altiplano — verified against climatology, replicated across 11 series (Puno, Peru) World Journal of Environmental Biosciences 15(3) · Scimago Verified: Scopus Q2 Published GitHub
3 2026 AgroYachay — open-source IoT + LLM platform supporting agronomic and economic decision-making for Andean smallholders SoftwareX · Scimago Verified: Scopus Q2 Published GitHub
4 2026 CITAE — A Passage-Verifiable Retrieval-Augmented Generation Platform for the scientific-literature workflow Informatica 50(15) · DOI Published GitHub
5 2026 ML-Based Runtime Prediction & Energy Optimization for HPC Job Scheduling — NREL Eagle, 7.3M jobs (co-author) Informatica 50(15) · DOI Published GitHub
6 2025 Comparative Analysis of Statistical, ML & DL for Frost Prediction in the Peruvian Altiplano IJACSA 16(9) · Scimago Verified: Scopus Q3 Published GitHub
7 2026 When Machine Learning Beats Persistence: A Leakage-Free Streamflow and Drought Benchmark for the Tropical Andes — 19 Andean gauges, 1/3/7-day leads, drought-day detection (Peru/Chile) ICICCDS 2027 proceedings paper · Springer Studies in Autonomic, Data-Driven and Industrial Computing (Scopus) · Conference Accepted GitHub
8 2026 AgroCommish — Desktop tool for end-to-end manufacturing and commissioning of agricultural IoT sensor nodes SoftwareX GitHub
9 2026 Near-Duplicate Leakage and Auto-Label Reliability in Image Datasets Assembled From Public Sources: An Audited Benchmark for Alpaca Detection — 82% of a random test split had a training copy; size-matched and split-variance controls; open CC BY 4.0 benchmark of 517 photographs (Peru) IEEE Access GitHub
10 2026 JxMVC: a secure-by-default web framework without third-party dependencies — 17 of 18 default protections vs 8–9 in Spring Boot, Quarkus, Micronaut and Javalin; 120.9 M requests without errors Software Quality Journal (Springer) GitHub
11 2026 Harmonized Landsat–Sentinel-2 Separability over Lakes and Campaign-Level Validation of Satellite Secchi Depth in Lake Titicaca — NASA HLS sensors stay separable over water in 27 lakes; campaign-blocked validation (Peru/Bolivia) Physics and Chemistry of the Earth (Elsevier) GitHub
12 2026 Continental-Scale GLOF Susceptibility Across the Andes — explainable ML, leakage-free evaluation (South America) Natural Hazards (Springer) · Q1 GitHub
13 2026 Machine Learning Prediction of Live Weight from Zoometric Measurements in Ch'acu and K'ara Llamas — nested cross-validation of 11 models and field equations (240 llamas, Puno, Peru) Smart Agricultural Technology (Elsevier) · Scimago GitHub

Featured repositories

Repository Description
monthly-temperature-forecasting-altiplano When multiple linear regression beats ML for monthly temperature forecasting (Altiplano, Peru) ·
ExoplanetHybridPipeline Physics-informed ensemble for exoplanet transit detection (BLS + Attention CNN + XGBoost) ·
frost-prediction-altiplano-puno Benchmark of 12 forecasting models for frost / min-temperature prediction (Puno, Peru) ·
Citae-Ginit Passage-verifiable RAG platform for the scientific-literature workflow ·
hpc-runtime-prediction ML runtime prediction & energy optimization for HPC job scheduling on NREL Eagle (co-author) ·
agroyachay Open-source IoT + LLM platform for climate-smart decision support in Andean agriculture (Andes) ·
streamflow-drought-altiplano Leakage-free streamflow & drought forecasting benchmark for 19 Andean gauges — ICICCDS 2027 proceedings paper (Springer) ·
data-integrity-vision-language-auto-labelling Near-duplicate leakage audit and open alpaca detection benchmark (v3.1, Zenodo) ·
harmonized-titicaca-transparency Landsat–Sentinel-2 (NASA HLS) separability over 27 lakes and campaign-level validation of Secchi depth in Lake Titicaca (Peru/Bolivia) ·
jxmvc Secure-by-default MVC framework for Jakarta EE in a single JAR with zero third-party dependencies — routing, data access, JSON, OpenID Connect, PDF reading & generation · jxmvc.ginit.dev ·
pan-andean-glof-susceptibility Explainable ML pipeline & collaborative validation web app for continental-scale GLOF susceptibility (Andes, South America) ·
ml-live-weight-zoometric-chacu-kara-llamas Nested cross-validation of 11 ML & statistical models to predict llama live weight from body measurements (Puno, Peru) ·

Software engineering · production systems

🔒 Private repositories — real institutional systems I design, build & self-host. Details below since the code isn't public.

System What it does Stack
CITAE All-in-one academic platform to discover, read, verify, cite & share scientific literature, AI-powered React · Express · PostgreSQL (monorepo)
ZAMASU · SUNEDU API Verification of official degrees & titles from Peru's SUNEDU registry — REST API + SSE, institutional portal & Chrome extension Express · SSE · Next.js 16 · PostgreSQL
DIRESC Academic transparency & management for the School Directorate, FINESI — UNA Puno Spring Boot 3 · Next.js 16 · PostgreSQL
SIEP-UNAJ Postgraduate admission-interview system, Univ. Nacional de Juliaca Spring Boot 3 · Svelte 4 · PostgreSQL
Colegio de Estadísticos · Puno Web system for Peru's Statisticians Board (Puno regional council) React · TypeScript · C++ (LxFramework) · PostgreSQL
Citas Médicas · UNA Puno University medical-appointment booking & management React · Express · PostgreSQL
BioGest Biometric university attendance management C# · .NET 10 · Avalonia · PostgreSQL
Stockia Inventory management — products, movements, alerts & reports Laravel 12 · Filament 4 · PostgreSQL

Plus SeguimientoEgresados (alumni tracking) & other internal tools — 10+ apps self-hosted on my Linux VPS · andre.net.pe

Tech stack

Languages

Python R Java C# C++ C TypeScript JavaScript PHP HTML5 CSS3 Bash Markdown LaTeX

Machine Learning & Data

PyTorch TensorFlow Keras scikit-learn OpenCV Pandas NumPy Jupyter  XGBoost YOLO

Remote Sensing & Geospatial

QGIS Google Earth Engine Sentinel-2 Landsat NASA POWER

Frameworks & Frontend

Spring Boot Node.js Vue.js React Tailwind CSS Bootstrap

Databases & Infra

PostgreSQL MySQL Linux Debian Apache Docker Git

Environment (I distro-hop)

Arch Linux Windows VS Code  Hyprland Kitty

Popular repositories Loading

  1. GLOFs-Pan-Andina-Mediante-Machine-Learning GLOFs-Pan-Andina-Mediante-Machine-Learning Public

    Superseded — leaky-CV version of the Pan-Andean GLOF susceptibility study, kept for provenance. Use pan-andean-glof-susceptibility instead.

    Jupyter Notebook 1

  2. ExoplanetHybridPipeline ExoplanetHybridPipeline Public

    Physics-informed ensemble pipeline for exoplanet transit detection — BLS + Attention CNN + XGBoost. Published in Journal of Astrophysics and Astronomy (2026), DOI 10.1007/s12036-026-10172-1.

    Jupyter Notebook 1

  3. frost-prediction-altiplano-puno frost-prediction-altiplano-puno Public

    Reproducible code, data and notebooks for a twelve-model benchmark of statistical, ML and deep learning approaches to frost prediction in the Peruvian Altiplano (IJACSA 2025, DOI 10.14569/IJACSA.20…

    Jupyter Notebook 1

  4. agrocommish agrocommish Public

    Desktop tool for end-to-end manufacturing and commissioning of ESP32-based agricultural IoT sensor nodes.

    Python

  5. Andre031222 Andre031222 Public

    ML researcher & full-stack engineer · satellite/remote-sensing ML for environmental hazards & astrophysics · UNA Puno (FINESI)

  6. harmonized-titicaca-transparency harmonized-titicaca-transparency Public

    Landsat–Sentinel-2 (NASA HLS) separability over 27 lakes and campaign-level validation of Secchi depth in Lake Titicaca

    Python