|
|
|
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.
- I research ML for
environmental remote sensingacross the Peruvian Andes Statistics & Computer Engineeringat UNA Puno — FINESI- 4 articles published or accepted —
IJACSA(Scopus Q3),J. Astrophysics & Astronomy(Springer) &Informatica(Scopus) ×2 - I self-host 10+ production apps on my own
Linux VPS— andre.net.pe - Currently working on
Sentinel-2 / Landsatensembles forfrost,GLOFs&water quality - I distro-hop between
Arch Linux(Hyprland + Kitty) &Windows· editor:VS Code - Reach me out
- Always with the
CR7 mentality— "work beats talent"
"Take Andean science to the world stage." — my long-term goal.
| Year | Work | Venue | Status |
|---|---|---|---|
| 2025 | Comparative Analysis of Statistical, ML & DL for Frost Prediction in the Peruvian Altiplano | IJACSA 16(9) · Scopus Q3 · DOI | |
| 2026 | Physics-Informed Ensemble Learning for Exoplanet Transit Detection — BLS + Attention CNN + XGBoost (ROC-AUC 0.9948) | Journal of Astrophysics and Astronomy (Springer) · DOI | |
| 2026 | CITAE — A Passage-Verifiable Retrieval-Augmented Generation Platform for the scientific-literature workflow | Informatica (Slovenia) · Scopus | |
| 2026 | ML-Based Runtime Prediction & Energy Optimization for HPC Job Scheduling — NREL Eagle, 7.3M jobs (co-author) | Informatica (Slovenia) · Scopus / ESCI | |
| 2026 | AlpacaVision — Altiplano — leakage-free dataset & compact YOLOv11 for alpaca morphological-anomaly detection | Animals (MDPI, Q1) | |
| 2026 | Harmonized Sentinel-2/Landsat Retrieval of Water Transparency (Secchi Depth) in Lake Titicaca — validated against in-situ measurements | Environmental Monitoring and Assessment (Springer) | |
| 2026 | Radial Basis Function Networks with Adaptive Widths — reproducible benchmark on 8 real datasets | — | |
| 2026 | AgroCommish / AgroYachay — IoT + LLM tooling for climate-smart Andean agriculture | SoftwareX | |
| 2026 | Continental-Scale GLOF Susceptibility Across the Andes — explainable ML, leakage-free evaluation | Natural Hazards (Springer, Q1) | |
| 2026 | Monthly Temperature Forecasting Across the Peruvian Altiplano — when multiple linear regression beats machine learning | — | |
| Repository | Description |
|---|---|
| frost-prediction-altiplano-puno | Benchmark of 12 forecasting models for frost / min-temperature prediction · IJACSA 2025, published |
| ExoplanetHybridPipeline | Physics-informed ensemble for exoplanet transit detection (BLS + Attention CNN + XGBoost) · JAA 2026, accepted |
| Citae-Ginit | Passage-verifiable RAG platform for the scientific-literature workflow · Informatica 2026, accepted |
| hpc-runtime-prediction | ML runtime prediction & energy optimization for HPC job scheduling on NREL Eagle · Informatica 2026, accepted (co-author) |
| alpacavision-altiplano | Leakage-free dataset & compact YOLOv11 detector for morphological anomalies in Altiplano alpacas · Animals (MDPI), under review |
| harmonized-titicaca-transparency | Harmonized Sentinel-2/Landsat retrieval of water transparency (Secchi depth) in Lake Titicaca · under review |
| pan-andean-glof-susceptibility | Explainable ML pipeline, manuscript & collaborative validation web app for continental-scale GLOF susceptibility |
| agroyachay | Open-source IoT + LLM platform for climate-smart decision support in Andean agriculture |
🔒 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
