Click a card to open the repo. Click a heading below to see how it works.
🛰️ AyeusANN: how a request reaches an idle GPU
Hosts run a Rust agent that detects and benchmarks their GPUs and joins an outbound-only WireGuard mesh. Eight Go services handle auth, scheduling, routing, billing and host reputation.
flowchart LR
C[Customer] --> GW[API gateway]
GW --> CA[control-api]
CA --> S[scheduler]
S --> CO[coordinator]
CO -->|gRPC over WireGuard| A[Rust host agent]
C -->|POST /v1/chat| IG[inference-gateway]
IG --> R[router]
R --> V[model replica on host GPU]
V --> B[billing-meter]
T[trust-engine] -.reputation.-> S
Go · Rust · gRPC / protobuf · PostgreSQL · Redis · NATS · MinIO · Docker Compose
🎙️ MAX: why it doesn't trust its own clicks
Most assistants report success once they've sent an action. MAX runs a closed loop: it re-reads the OS state after every step and only reports success when the result is really there.
flowchart LR
I[Voice or text] --> P[Perceive: AX tree, processes, terminal]
P --> L[Plan with a local LLM]
L --> K{Risk check}
K -->|safe| A[Act: AXPress, keyboard, shell]
K -->|high risk| Y[Ask to confirm]
Y --> A
A --> V{Verify OS state}
V -->|goal met| D[Speak a factual summary]
V -->|not yet| P
Runs 100% offline on Apple Silicon (Ollama + local Whisper). Tamper-evident audit log, process-group isolation, 228 tests.
🛡️ SentinelGIS: from government PDFs to a risk map
flowchart LR
S1[IDSP outbreak PDFs] --> E[Scrape and normalise]
S2[RSS / Google News] --> X[Disease signal extraction]
E --> F[Lag, neighbour-region and trend features]
F --> M[Spatial Random Forest]
M --> API[FastAPI]
X --> API
API --> UI[React + Leaflet dashboard]
Weekly refresh and retraining, district-level forecasts 1–3 months ahead, and news-verified alerts on a live map.
Full list
[languages] python, go, rust, typescript, javascript, c++, java, sql
[backend] fastapi, spring boot, node.js, rest, microservices, websockets
[data] postgresql, mysql, mongodb, dynamodb, redis, kafka, nats
[ai] pytorch, tensorflow, scikit-learn, langchain, langgraph, rag, mcp, ollama
[infra] aws, gcp, azure, docker, kubernetes, terraform, ansible, github actions
[network] wireguard, firecracker microvms, tcp/ip, linux| Repo | What it is |
|---|---|
| EduForge | Personalised LMS with a chatbot and messaging · Flask · AWS S3 |
| SocialSense | Reddit + X sentiment analysis · transformers · Streamlit |
| AI-dictionary | LLM-powered dictionary with quizzes · Groq |
| Automated-Financial-Data-Pipeline | Inventory & sales data pipeline · Flask · Excel |
| Image-Comprssor | Image & PDF compression service · Flask |
BUILD → BREAK → LEARN → REBUILD