JASPER
NACHO MARTINEZ

AI ENGINEER

Building the future with AI agents, open source, and emerging tech.

VIEW WORK → GET IN TOUCH

[ABOUT]

WHO I AM

AI Engineer specializing in emerging AI technologies. I love teaching people about agents, vibecoding, opensource, inferencing, agentic AI, and ML in unique ways.

7 years of experience building AI systems, from gaming ML platforms to autonomous agents. I also develop Open-Source Intelligence (OSINT) tools.

CURRENT FOCUS

  • → AI Agents & Reasoning Systems
  • → Multi-Agent RAG Architectures
  • → Oracle AI & Cloud Infrastructure
  • → Developer Advocacy & Education

DOMAINS

AI/ML Gaming AI Computer Vision NLP OSINT Cloud

[PROJECTS]

OSINT

whatsapp-osint ★ 1,147

WhatsApp spy - logs online/offline events from ANYONE in the world.

Python Selenium OSINT
VIEW ON GITHUB →
GAMING + AI

leagueoflegends-optimizer ★ 147

Complete ML pipeline for League of Legends: data extraction, model building, real-time predictions.

Python TensorFlow OCI
VIEW ON GITHUB →
AI + ORACLE

oracle-ai-developer-hub ★ 123

Technical resources for AI developers to build applications, agents, and systems using Oracle AI Database and OCI services.

Python Oracle AI Jupyter
VIEW ON GITHUB →
AGENTS + ORACLE

picooraclaw ★ 79

PicoClaw that works with Oracle AI Database for autonomous intelligent assistance.

Go Oracle Agents
VIEW ON GITHUB →
AI + RAG

ragcli ★ 10

RAG CLI for Oracle AI Database, super easy to set up with Rich terminal UI.

Python RAG Oracle Ollama
VIEW ON GITHUB →
AI + AGENTS

ai-congress

Innovative system where autonomous LLM agents collaborate and vote on responses using weighted ensemble decision-making algorithms.

Python Ollama Ensemble
VIEW ON GITHUB →
AI + EMOTION

emotion-engine ★ 3

AI Emotional engine for real-world agentic problem solving.

Python Agents Emotion
VIEW ON GITHUB →
AGENTS + ORACLE

orahermes-agent

Oracle AI Agent Harness — fork of NousResearch/hermes-agent powered by OCI GenAI and Oracle 26ai Free.

Python Oracle OCI Grok
VIEW ON GITHUB →
AGENTS + ORACLE

zerooraclaw

Fast, small, and fully autonomous AI assistant infrastructure running exclusively on Oracle AI Database & Oracle Free Container — deploy anywhere, swap anything 🦀

Rust Oracle Autonomous
VIEW ON GITHUB →
AGENTS + SECURITY

ironoraclaw

Oracle AI Database-powered secure personal AI assistant — IronClaw fork with Oracle as the exclusive persistence layer.

Rust Oracle Security
VIEW ON GITHUB →
AGENTS + ORACLE

oraclaw

A fork of openclaw that works with Oracle AI Database for multi-agent AI assistance.

TypeScript Oracle Multi-Agent
VIEW ON GITHUB →
AGENTS + ORACLE

tinyoraclaw

Multi-Agent AI Assistant + Oracle AI Database for Persistent Memory (fork of TinyClaw).

TypeScript Oracle Memory
VIEW ON GITHUB →
AI + ORACLE

OraclePageIndex

Oracle AI Database-powered document intelligence with SQL Property Graphs, vectorless RAG, and knowledge graph visualization.

Python Oracle RAG Graphs
VIEW ON GITHUB →
AI + RESEARCH

continual-learning

Research and efforts around JiT (Just-in-Time) and continual learning for LLMs.

Python LLM Research
VIEW ON GITHUB →
AI + AGENTS

agent-reasoning ★ 4

Implementation of agent reasoning capabilities to expand standard LLM reasoning.

Python LLM Reasoning
VIEW ON GITHUB →
AGENTS + TOOLS

agent-tooling ★ 1

Agent tooling capabilities for AI Agents.

Python Agents Tools
VIEW ON GITHUB →
TOOLS

tokenwatch

Monitor Anthropic and OpenAI usage in your local environment.

Python LLM Monitoring
VIEW ON GITHUB →
AI + ART

draw-realtime ★ 3

Draw stories in Real Time with StreamDiffusion, TTS and ControlNet.

Python StreamDiffusion TTS
VIEW ON GITHUB →
OSINT

waze-osint-tracker ★ 1

Near-real time visualization of ALL world events logged in Waze.

Python OSINT Visualization
VIEW ON GITHUB →
GAMING

haveibeensniped

League of Legends project to check if you've been sniped in game.

Python LoL
VIEW ON GITHUB →
TOOLS

opentranscribe ★ 1

Open-source based transcriptions for audio files.

TypeScript Audio Transcription
VIEW ON GITHUB →
AI + VIDEO

foosball-synthesia-api ★ 2

Python integration with Synthesia API for AI Video Generation.

Python AI Video API
VIEW ON GITHUB →
AI + PERFORMANCE

cAST-efficient-ollama

Demonstrating performance advantages using Code Abstract Syntax Tree (cAST) rather than random chunk splits.

Python Ollama AST
VIEW ON GITHUB →
AUDIO

3d-audio ★ 1

3D Audio Tests and experiments.

TypeScript Audio 3D
VIEW ON GITHUB →
WEBRTC

antigravity-webrtc

Test project to implement a WebRTC server to communicate with Google Antigravity's chat.

JavaScript WebRTC
VIEW ON GITHUB →

[SPEAKING]

FEB 2026

DevWeek San Jose, CA

Building the Brain and Backbone of Enterprise Agents

FEB 2026

AICamp San Francisco, CA

Memory Engineering

NOV 2025

Kubecon Atlanta, GA

Agent2Agent Protocol Integration in Multi-Agent RAG System

MAY 2025

DevLive Tour Berlin

AI Developer Conference

MAR 2025

Oracle CloudWorld Tour Madrid

Cloud & AI Conference

NOV 2024

Kubecon Salt Lake City, UT

Cloud Native Conference

MAR 2024

Kubecon Paris

Cloud Native Conference

MAR 2024

DevLive Tour London

Developer Conference

2022-2024

Oracle CloudWorld Las Vegas, NV

Annual Cloud Conference (3 consecutive years)

[MEDIA]

PHOTOS

jasperan - AI Engineer
PROFILE
AI Engineer & Developer Advocate
Oracle CloudWorld 2022
CLOUDWORLD 2022
Las Vegas, Nevada

VIDEOS

NETWORKCHUCK

You NEED to learn Machine Learning, RIGHT NOW!!

WATCH VIDEO →
LEAGUE OF LEGENDS SERIES

ML with LoL Complete Workshop Series

→ Data Extraction
→ Model Building with scikit-learn & AutoGluon
→ Introduction to Neural Networks
VIEW SERIES →
TRAINING LLMS

Training Large Language Models in Oracle Cloud

WATCH VIDEO →

ARTICLES

AI & AGENTS

The Great AI Context Debate: Filesystem vs Database

READ ARTICLE →
MULTI-AGENT RAG

Build a Scalable Multi-Agent RAG System with A2A Protocol

READ ARTICLE →
GAMING ML SERIES

League of Legends Optimizer Article Series

→ Data Extraction & Processing
→ Adversarial AI Models
→ Real-Time Predictions
READ SERIES →

[CONTACT]

LET'S CONNECT

Interested in AI, ML, or collaboration? I'm always open to discussing new projects, ideas, or opportunities to work together.

GITHUB
github.com/jasperan
LINKEDIN
linkedin.com/in/jasperan
STACK OVERFLOW
stackoverflow.com/users/9151930

FOLLOW MY WORK

Everything I build goes open source. Follow me if you like Artificial Intelligence, Gaming, and cool projects.

→ AI & Agents
→ Gaming ML
→ Open Source
→ Developer Advocacy