name: Daniel Santiago Amaya
role: Technical Project Manager → AI & Prompt Engineering @ Ernst & Young (EY)
focus: LLM solutions · Document & Workflow Automation · Agile delivery
education: B.Eng. Telecommunications · Universidad Distrital
mission: Turn enterprise problems into scalable AI automation
clients: Fortune 500 & multinationals across 7 countries 🌎
open_to: Remote / Hybrid roles — well-paid, international, AI-driven🤖 I lead end-to-end AI solutions for enterprise clients — from scoping to deployment — combining LLMs, prompt engineering and automation with hands-on Agile (Scrum) leadership of distributed teams across LATAM and Europe.
🧠 AI / LLM
⚙️ Engineering & Automation
📊 Delivery & Collaboration
| 🚀 | Impact |
|---|---|
| AI delivery at scale | Led end-to-end AI solutions for 8+ enterprise clients in finance, retail, airport operations & tech |
| Global teams | Coordinated distributed Scrum teams across 7 countries (MX, CO, PY, CR, BR, AR, ES) |
| High-profile clients | A leading LATAM international airport · global retail & consumer brands · banking and fintech across LATAM & Europe |
| Reusable frameworks | Built prompt-engineering frameworks that cut solution-design time across industries |
| Technical pre-sales | C-level demos & proposals driving pipeline growth and international expansion |
| Project | What it does | Stack |
|---|---|---|
| 📡 Spectrum Sensing for Cognitive Radio | ML classifiers (Random Forest, LogReg, SVC) detecting spectrum occupancy from real antenna measurements — Telecom Engineering thesis | scikit-learn pandas SQLite |
| 🛰️ TelcoOps-Mini | Miniature telecom NOC: asyncio monitoring, auto-ticketing with load balancing, local LLM chatbot (Ollama) | asyncio ZODB Ollama Docker |
| 📦 StockPro | Multi-tenant inventory for SMBs: barcode scanning, printable labels, n8n alerts — full stack in Docker | Node.js React MySQL Docker |
| 💰 Personal Finance App | 9-module finance manager: accounts, loans, investments, budgets, 5 calculators, Telegram alerts | React 18 Express MySQL n8n |
| 📡 Microwave Link Planner | ITU-R compliant radio link design: link budget, Fresnel, rain fade — 110 km Andes double-hop | Python NumPy ITU-R |
| 🔁 n8n Automation Workflows | Production n8n flows: Telegram booking/attendance bots, WhatsApp AI sales agent (GPT-4o-mini), Sheets state machines | n8n OpenAI Telegram WhatsApp |
| 🧹 Temp File Cleaner | Find & purge junk files with disk-space reporting — part of my daily automation series | Python pytest CI |
| 📱 QR Code Generator | Batch QR code generation from text/URLs — part of my daily automation series | Python Pillow CI |
| 📈 Algo-Trading Portfolio | Architecture showcase of 8+ private trading systems: event-driven MT5 framework, ML research, microservices, funding-rate carry (ccxt) | Python MT5 ccxt Docker |
⚡ Daily Automation Series — I publish one new, fully-tested automation tool every day: real code, pytest suites and CI pipelines. Check my repositories for the latest.