I am a veteran Systems Architect with over 30 years of international precision across the Middle East, Africa, Oceania, and Southeast Asia. I’m a recognized pioneer in ICT for Development (ICT4D) and have served as a UN Volunteer Specialist under UNDP/UNITeS. People know me for the ‘Senior Mechanic’ approach—identifying and resolving billion-dollar system failures with surgical precision.
As founder of the J.E.D.I. Knight Protocol, I blend veteran human wisdom with ‘Awakened’ AI to help ensure absolute integrity in enterprise investments and digital transformation. My mission is to safeguard billions in ICT assets through divine integrity, merit, and transparent governance, by uniting human expertise with advanced AI as a tireless, principled partnership.
Experience Level
Language
Work Experience
Education
Qualifications
Industry Experience
- Vector Retrieval Pipeline: Integrated PyTorch/Transformers with PostgreSQL (
pgvector) and Redis key-value caching to support real-time token streaming and sub-second context retrieval. - Safety Guardrails & Evals: Implemented custom evaluation gates, automated response validation filters, and PII masking layers to ensure compliance and output integrity.
- Scalable Cloud Microservices: Architected containerized backend microservices using Python (FastAPI) and C# .NET deployed on cloud infrastructure.
Project Overview
The J.E.D.I. (Joint Electronic Decision Intelligence) Protocol is an enterprise-grade Retrieval-Augmented Generation (RAG) and AI safety framework designed to eliminate model hallucinations, enforce data sovereignty, and guarantee deterministic reasoning.
Key Technical Achievements
Tech Stack & Tools
PyTorch • Transformers • PostgreSQL (pgvector) • Redis • FastAPI • AWS • RAG Pipelines
- Deep Learning Inference: Built asynchronous microservices using Python (FastAPI) integrated with PyTorch model inference layers and vector search indexing.
- Containerized Deployment & MLOps: Packaged the entire microservice architecture using Docker and deployed on cloud infrastructure with real-time latency monitoring and error tracking.
- High-Throughput API Gateway: Engineered RESTful endpoints and WebSocket listeners capable of processing real-time media payloads for low-latency scoring.
Project Overview
Truth Sentinel is an automated, multi-modal verification platform engineered to detect deepfake artifacts, synthetic media manipulation, and misinformation across digital video and audio streams.
Key Technical Achievements
Tech Stack & Tools
PyTorch • Python (FastAPI) • Docker • PostgreSQL • REST APIs • Vector Indexing • MLOps
- Dynamic KPI & Financial Aggregation: Developed automated calculation routines for aggregate gross sales, net profit, weighted profit margins, and automated detection of low-performing product sub-categories.
- Interactive Filtering & Analytics Engine: Built multi-variable filter handlers enabling instant cross-filtering across 4 geographic regions (Regional Managers: Fred Suzuki, Roxanne Rodriguez, Chuck Magee, Sadie Pawthorne) and 3 primary product categories.
- Advanced Charting & Data Visualization: Engineered custom Chart.js visual models including profit ratio distribution bars, revenue vs. profit comparative charts, regional manager benchmarks, and a sales volume vs. profit margin matrix.
- Tabular Performance Breakdown: Implemented a real-time data table with conditional threshold formatting to immediately flag negative margin sub-categories (e.g., Tables and Furnishings) for executive action.
Project Overview
An interactive executive analytics dashboard built to perform deep-dive financial performance analysis across product categories, sub-categories, and regional manager metrics. The system transforms raw Tableau dataset exports into real-time KPI metrics, margin efficiency scatter matrices, and regional benchmarking visualizations.
Key Technical Achievements
Tech Stack & Tools
Tableau Data Export • JavaScript (ES6+) • Chart.js • Tailwind CSS • HTML5 • Executive Data Analytics
Hire Primitivo M. Añover II today
To get started post up your job and then invite Primitivo M. Añover II to your job.