Founder-built AI products
Three real products, presented through the problems they solve, the experiences they create, and the value they deliver.
Flagship projects
AI application product platform
An AI application product where a conversation becomes a hosted business application with data, end-user authentication, roles, integrations, versions, and web or mobile delivery.
Autonomous agent workspace
A workspace where always-on AI teammates carry out multi-step work, collaborate, use business tools, and let people step in whenever judgment is needed.
AI-native game creation platform
An AI-native creative product that turns a prompt into a playable browser game, then helps creators iterate, publish, and share it.
C:\LEONEL\WORK\LAB
Research and engineering experiments that sharpen the production work: machine translation, computer vision, on-device ML, and multi-agent game production. Each is labeled with exactly how far it got — no inflated claims.
Low-resource language ML
A Portuguese↔Changana machine-translation programme designed around corpus provenance, language filtering, alignment, leak prevention, measurable gates, and a bounded compute budget.
Data pipeline built; training not completed
Python · Hugging Face · LaBSE · GlotLID · MinHash-LSH · Playwright · Pytest
Computer vision + explainability
An eight-class skin-lesion research pipeline combining Swin Transformer classification, an EfficientNet control, Grad-CAM, and structured LLM explanations.
Pipeline implemented and tested; models not trained
PyTorch · Swin Transformer · EfficientNetV2 · Grad-CAM · Pydantic · Gradio
Real-time computer vision
A video system that detects and tracks vehicles, applies directional polygon crossing logic, persists events, and streams live analytics to a browser dashboard.
Implemented local prototype
YOLO11 · ByteTrack · OpenCV · FastAPI · WebSockets · React · Docker
On-device machine learning
A compact CNN training, pruning, conversion, and native iOS inference project with a SwiftUI drawing interface.
Trained artifacts and iOS prototype available locally
PyTorch · TorchScript · coremltools · Core ML · SwiftUI
Playable lab · Procedural survival FPS
A procedurally generated browser FPS with wave-based combat, an upgrade economy, and a screenshot-grounded visual evaluation harness.
Playable browser build
Three.js · WebGL · WebAudio · Playwright · Node.js
Playable lab · Procedural arcade racer
An endless neon highway traffic-weaver with an authored verification contract for speed, road legibility, vehicle contact, progression, and visual quality.
Playable browser build
Three.js · WebGL · WebAudio · Playwright · Node.js