Diego Said Anaya Mancilla
Applied AI Engineer · Systems Architect
Nuevo Vallarta, Nayarit, Mexico
redcpp@gmail.com · github.com/redcpp · linkedin.com/in/redcpp
About
Applied AI engineer shipping production LLM systems on top of a strong systems and protocol-engineering foundation. 7+ years across enterprise cloud, DeFi protocol design, healthcare platforms, and clinical genomics — co-author of a paper in Bioinformatics (Oxford Academic). Currently seeking remote Applied AI or backend engineering roles.
Experience
Founder & Broker — AI-Native Brokerage
Century 21 CAM Grupo
Lead a 20+ agent luxury brokerage in Riviera Nayarit. Architected MCP servers for NOM-247 contract generation; operate a private vMLX inference stack on Apple Silicon; Claude-skill library for legal workflows; HDR computer-vision pipeline; market intelligence over 1,500+ MLS transactions with DCF / IRR / Monte Carlo pricing.
Full Stack Developer (Contractor)
Augusto Consulting
Decentracare — healthcare gig-economy staffing platform on React + Python/Flask + AWS; grew to 350+ clinicians. ADHD Online -- Vue.js assessment flow and dashboard.
Core Developer — Protocol & Smart Contracts
xBacked DAO
Core engineer on xUSD (CDP stablecoin on Algorand): vault contracts, liquidation engine, redemption mechanism, staking, governance, keeper economy. Co-authored Litepaper v2.0; authored ADR-46 (Vault Looping) and ADR-47.
Operations & IT (Part-Time)
CAM Grupo -- Construction & Development
Airtable operations (project tracking, document workflows, lead management); corporate email infrastructure and the marketing website camgrupo.com plus individual sites per development.
Software Developer II
Oracle -- Big Data Service
OCI image pipelines migrating on-prem Big Data apps to cloud (TeamCity CI/CD, Docker, Artifactory, Java/Python REST APIs). Global Severity 1 incident support.
Software Engineer Intern
ILHGR -- Cancer Genomics Lab
Built VCF/Plotein (Vue.js, Node.js). Co-author on the resulting paper in Bioinformatics (Oxford Academic), with collaborators from UNAM, Oxford, and Cambridge.
Open Source
VCF/Plotein
Clinical genomics web app for visualizing and prioritizing exome VCF variants on protein structures. Published in Bioinformatics (Oxford Academic, 2019). Co-authored with researchers from UNAM, Oxford, and Cambridge.
github.com/redcpp/vcfplotein
Nepohualtzintzin
Interactive web recreation of the Nepohualtzintzin, the pre-Hispanic Mesoamerican base-20 abacus. Vue 2 + Vuex with animated bead toggles.
github.com/redcpp/nepohualtzintzin
Algorand Vue RT
Real-time generative visualization of the Algorand TestNet — every confirmed block rendered as a colored square on a p5.js canvas. Vue 2 + algosdk.
github.com/redcpp/algorand-vue-rt
Competitive Programming
900+ competitive programming solutions in C++ and Python (2015–2018): Codeforces, ACM-ICPC, Project Euler, and more.
github.com/redcpp/Competitive-ProgrammingPublications
[1] D.S. Anaya Mancilla et al. "VCF/Plotein: visualization and prioritization of genomic variants from VCF files." Bioinformatics, Oxford Academic, 2019.
[2] D.S. Anaya Mancilla. "ADR-47: The Case Against PACT xUSD Launch." xBacked DAO, 2022.
[3] D.S. Anaya Mancilla. "ADR-46: Vault Looping." xBacked DAO, 2022.
[4] D.S. Anaya Mancilla et al. "xBacked Litepaper v2.0." xBacked DAO, 2022.
Education
Credential of Readiness (CORe)
Harvard Business School Online
Business Analytics, Economics, Financial Accounting.
B.Sc. Software Engineering
Universidad Autonoma de Queretaro
Grade: 9.5/10.
Honors
2018 — ACM-ICPC Regional Finalist, Mexico & Central America
2017 — ACM-ICPC Honorable Mention, Mexico & Central America
Technical Competencies
AI & LLM Systems
MCP Servers, Claude API & SDK, Claude Code, Claude Skills, Agentic Workflows, Tool-use Design, Prompt Engineering, RAG, On-Prem Inference (vMLX), n8n Automation
Languages
Python, TypeScript / JavaScript, C++, Java, SQL
Frameworks & Data
Next.js, React, Vue.js, Node.js, Flask, Django, REST APIs, PostgreSQL, Supabase, Tailwind / HTML / CSS, NumPy, Pandas, Matplotlib
Cloud & Infra
AWS (S3, EC2, Lambda, RDS, CloudFront, IAM, ECS), Oracle Cloud (OCI), Docker, Linux, Bash & Python scripting, tmux, Git, CI/CD
Specialized Domains
DeFi Protocol Design, Algorand Smart Contracts (Python), Computer Vision (CLAHE, HDR, LUT), Quantitative Finance Modeling, DCF, IRR, Monte Carlo, Algorithmic Problem Solving, Genomics
Languages: Spanish (native), English (fluent), Italian (conversational).
Contact
Email: redcpp@gmail.com
Phone: +52 322 111 7595
GitHub: github.com/redcpp
LinkedIn: linkedin.com/in/redcpp