Projects

Curated work for technical evaluation.

Data analysis, production systems, hackathon builds and side products focused on applied AI, backend engineering and Web3.

Selected proof

Production-minded AI and backend work

Curated projects with clear systems thinking: banking AI, RAG, OCR, on-chain analytics and shipped web products.

PERSONAL Proyecto de Grado — UTEPSA

Early Warning System for Student Dropout

Role · Data analysis, modeling and deployment

Predictive model that flags students at risk of dropping out before it happens. The deliverable is a REST API the institution plugs into its own systems.

Pythonpandasscikit-learnFastAPIRenderCRISP-DM

GitHub Live demo

✓ Thesis approved (Aug 2026) · Recall 90.49% · Precision 86.82% · ROC-AUC 0.9677 · API deployed

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HACKATHON Aleph Hackathon 2026

Prisma

Role · Builder · Design + Backend

On-chain financial analyzer for Avalanche and Ethereum wallets. Classifies wallets as Human vs Bot with AI, detects scams, and offers dashboards with PDF export.

AvalancheEthereumGenLayerHugging FaceOpenAIReact 19Node.jsTypeScriptGlacier APIwagmix402Recharts

GitHub Live demo

Multi-chain (Avalanche + Ethereum) · AI Human/Bot classification · x402 USDC payments

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Bounty Winner — Avalanche

HACKATHON Ethereum Bolivia Buildathon 2026

RoutePay Protocol

Role · Smart Contracts & Backend

Smart escrow for international freight: stablecoin payment releases instantly when the carrier confirms delivery with a physical NFC card, no banks or intermediaries.

AvalancheSolidityTangem NFCStablecoin (USDC)TypeScriptSmart Contracts

GitHub

ArquiSoft team (5) · 48h at Univalle, Cochabamba · Avalanche testnet, verified contracts

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HACKATHON DEV3PACK Hackathon 2026

SuchaTech

Role · Builder

Solution combining Solana with ElevenLabs voice AI. Built in 48h at DEV3PACK competing against 3,500+ programmers worldwide.

SolanaElevenLabsWeb3IA de voz

Top 100 Worldwide · #89 Global · #4 Bolivia · 3,500+ competitors

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PRODUCTION Hola S.R.L. · BCP de Bolivia

Banking Liveness & OCR Research

Role · Backend Engineer — AI Team

Image quality improvement for banking liveness verification + comparative OCR evaluation across AWS, Azure, and GCP. Watermarked images caused false negatives in face matching.

PythonOpenCVGCP Vision AIAzure Cognitive ServicesAWS RekognitionPodmaniDliveC# .NET

3-cloud evaluation (AWS · Azure · GCP) · precision comparison table · delivered in testing

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PRODUCTION Hola S.R.L. · BCP de Bolivia