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edxeme/README.md

Ed Martinez

Typing SVG

LinkedIn Email Location GitHub followers Visitors


 ●  ●  ●        edxeme@github: ~
──────────────────────────────────────────────────────────────────────────
$ whoami
edxeme
$ uname -a
edxeme 5.0.0-dev "bricks→bytes" x86_64 GNU/Linux

$ export FOCUS="--ai-first"

Twenty years designing buildings, then bytes — the medium changed; the discipline (structure, systems, user impact) did not. I led AEC & ConTech ventures before pivoting into AI-enhanced, cloud-native SaaS, where I now ship Vue/Nuxt, FastAPI/GraphQL, vector databases, and local LLM pipelines with the same load-path rigor I once applied to concrete.

LLMOps AI RAG Vector Databases


$ ls skills

frontend/

Vue.js Nuxt.js TailwindCSS TypeScript JavaScript Figma

backend/

Python FastAPI GraphQL Strawberry Node.js NestJS

data--ai/

PostgreSQL pgvector MongoDB Atlas LangChain Ollama Vector Databases

infra--devops/

Docker Kubernetes Terraform GCP Cloud Run GitHub Actions

aec--legacy/  (14 yrs before the bytes era)

BIM AutoCAD


$ sysctl -a 2>/dev/null | grep edxeme.metrics

edxeme@contech-os:~$ sysctl -a 2>/dev/null | grep edxeme.metrics

  edxeme.metrics.efficiency_gain        +40%     # project evaluation (ConTech AI platform)
  edxeme.metrics.api_latency_reduction  -60%     # geospatial + financial GraphQL
  edxeme.metrics.active_users           500+     # platform users
  edxeme.metrics.rag_accuracy_gain      +35%     # regulation matching (LangChain + Ollama)
  edxeme.metrics.release_cycle_cut      -50%     # CI/CD automation (Cloud Run + Terraform)
  edxeme.metrics.infra_uptime           99.9%    # Toptal deployments (K8s + GitHub Actions)
  edxeme.metrics.client_rating          4.8/5    # Toptal client satisfaction
  edxeme.metrics.portfolio_managed      $5M+     # +15% ROI (Corfiamerica)

$ git log --oneline --career

timeline
    title bricks → bytes : a 20-year arc
    2006 - 2007   : Junior Architect (EL EQUIPO MAZZANTI · Arquitectura Activa)
    2008 - 2014   : Senior Architect → Co-Founder & CPO (Porvenir · Arq. diseño y contexto)
    2014 - 2016   : Project Manager, Corfiamerica (BIM · Lean Construction)
    2016 - 2020   : Founder & MD, CONSTRUCTORA INCOAR (teams of 30)
    2021 - 2022   : Freelancer.com — 20+ SPAs (Vue/Next + Firebase)
    2022 - 2025   : Toptal Senior Full-Stack — 15+ projects
    2025 - Now    : ConTech AI Platform (RAG · pgvector) + Revelo AI Trainer
Loading

$ cat experience.log

[2025-07 → now] Revelo — AI Trainer for Coding

Fine-tuning AI coding models by reviewing/improving AI-generated Python; writing TDD unit tests and reference solutions that produce high-quality human data for LLMs.

[2025-01 → now] In-house ConTech AI Platform — Lead Full-Stack Developer & AI Engineer · Colombia

AI-powered SaaS for real-estate & regulatory feasibility — Vue/Nuxt + FastAPI/Strawberry GraphQL + MongoDB/pgvector + LangChain/Ollama RAG, shipped on GCP Cloud Run + Terraform CI/CD.

[2022-09 → 2025-01] (2y5m) Toptal — Senior Full-Stack Developer

15+ full-stack apps (Vue/Tailwind/Nest) with REST/GraphQL APIs; GCP deploys via Docker/K8s/GitHub Actions for cross-timezone teams.

[2021-01 → 2022-08] (1y8m) Freelancer.com — Full-Stack Developer

20+ Vue/Next + Firebase SPAs (95% satisfaction) with CI/CD and SSR optimization.

$ tail experience.log   # the bricks era (2006–2020)
  • [2016-08 → 2020-12] Founder & MD, CONSTRUCTORA INCOAR (Bogotá) — led teams of 30; Lean Construction + custom tracking software → +25% allocation, −15% delivery; pivoted toward ConTech.
  • [2014-12 → 2016-06] Project Manager, Corfiamerica (Bogotá) — predictive financial models; Lean + BIM → −30% delivery, −20% approval times.
  • [2009-02 → 2014-11] Co-Founder & CPO, Arquitectura diseño y contexto (Bogotá) — BIM + AutoCAD scripting → −25% blueprint delivery.
  • [2008-01 → 2009-01] Senior Architect, Porvenir (Bogotá) — Excel maintenance tracking (+25% efficiency).
  • [2007-02 → 2007-12] Junior Architect, Arquitectura Activa (Bogotá) — POS/commercial layouts in AutoCAD.
  • [2006-01 → 2007-01] Junior Architect, EL EQUIPO MAZZANTI (Bogotá) — 3D renderings for award-winning competitions.

$ docker compose config  # ConTech AI platform — reference architecture

flowchart TD
    UI["🖥️ Vue.js / Nuxt.js + TailwindCSS<br/>interactive maps · scenario simulation"] --> GQL["Strawberry GraphQL"]
    GQL --> API["FastAPI"]
    API --> RAG["LangChain RAG"]
    RAG --> LLM["Ollama (local LLMs)"]
    API --> PG[("PostgreSQL + pgvector")]
    API --> MONGO[("MongoDB Atlas")]
    PG -. embeddings .-> RAG

    subgraph infra["Cloud-Native Infra"]
        CI["GitHub Actions CI/CD"] --> CR["GCP Cloud Run"]
        CR --> D["Docker"]
        TF["Terraform (IaC)"] -. provision .-> CR
        K8S["Kubernetes"] -. scale .-> CR
    end

    classDef ai fill:#1f1f2e,stroke:#7B2FF7,color:#c4b5fd;
    classDef data fill:#10243a,stroke:#4169E1,color:#9db8ff;
    class RAG,LLM ai;
    class PG,MONGO data;
Loading

$ fetch --activity

edxeme streak stats

github contribution grid snake animation

Snake generated by the Platane/snk GitHub Action on the output branch.


$ cat education.log

edxeme@contech-os:~$ cat education.log

[2025-01 → 2026-06]  Pontificia Universidad Javeriana        Bachelor of Engineering, Computer Science
[2023-11 → 2025-02]  SENA                                   Associate's degree, Software Development
[2020-12 → 2021-12]  Universidad Pontificia Bolivariana      Technical Certificate, Web Development
[2008-07 → 2010-03]  Pontificia Universidad Javeriana        Master's, Construction Management
[1999-01 → 2005-09]  Pontificia Universidad Javeriana        Bachelor of Architecture (BArch)

$ ls -1 /etc/certs

edxeme@contech-os:~$ ls -1 /etc/certs

  ✔ Web Development
  ✔ Developing Applications with Google Cloud Specialization
  ✔ Exploratory Data Analysis in Python
  ✔ Git and GitHub
  ✔ Deploying Applications and Services in Docker Containers

edxeme@contech-os:~$ logout
# connection closed. keep shipping. 🧱▶💻

bytes  ·  formerly bricks  ·  edxeme@github

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