selected work
_MNEME_01
🏆 Monad Blitz — Winner
MNEME — Sovereign AI Agent Memory
On-chain attested memory for AI agents. The only system with cryptographic GDPR deletion proof — agents remember across sessions, compliance is built in, not bolted on. Monad Blitz winner out of hundreds of teams.
Built on pgvector for semantic recall + Neo4j for relational context, with a drop-in MCP server that works natively with Claude Desktop and Cursor. Peer-to-peer Memory Market where agents buy and sell domain knowledge packs in USDC.
Next.js 14FastifypgvectorRedisNeo4jSolidityHardhatMonadviemFastAPI
contract DeletionProver {
mapping(bytes32 => bool) private tombstones;
function verifyDeletion(
bytes32 tombstoneHash
) external view returns (bool) {
return tombstones[tombstoneHash];
} // GDPR Art. 17 ✓
}
Impact
1stMonad Blitz out of hundreds
FirstGDPR deletion prover for agents
NativeMCP integration — Claude + Cursor
_SLOPESENSE_01
Production · Satellite ML
SlopeSense — Landslide Risk Platform
Six satellite sources fused into one real-time risk index at 1km² resolution. Calibrated against NASA LHASA v2. 6 of 6 historic events correctly flagged. Alerts reach WhatsApp in under 30 seconds.
LightGBM classifier refreshed every 6 hours with 24–48h forward forecasting. Sub-120ms p95 API latency. NDMA-compatible CAP v1.2 XML alert feed.
PythonFastAPILightGBMCeleryRedisDockerNext.js 14MapLibre GLNASA GPM
# 6 data sources → 1 risk index
sources = [
"NASA GPM", # precipitation
"SMAP", # soil moisture
"Sentinel-2", # NDWI imagery
"Copernicus", # DEM elevation
"NOAA GFS", # weather fcast
]
Validated Performance
6/6Historic events correctly flagged
<120msP95 API latency
<30sAlert to WhatsApp delivery
IEEE Codebhoomi — Top 10 National
fumii — AI Companion Desktop App
Cross-platform Electron app with tiered RAG memory, multi-provider LLM abstraction, and a 9-state sentiment-driven animation system.
ElectronTypeScriptSQLiteMistralOpenAIClaude
↗ GitHub
IIT Bombay Eureka — Semi-Finalist
DeTalks — Multi-Agent Mental Wellness
Dual-agent platform with hard safety architecture. "Disha" triages. "Kavach" silently monitors and generates warm-handoff summaries for therapists.
ReactTypeScriptViteshadcn/uiTailwind
↗ GitHub
River Watch — Satellite Anomaly Detection
Dual-signal satellite fusion for detecting illegal sand mining anomalies across Indian river systems. Sentinel-1 SAR + Sentinel-2 NDWI differencing.
PythonEarth EngineSentinel-1 SARStreamlit
↗ GitHub
Mike — AI Voice Dictation
Under 500ms transcription latency via Groq Whisper, three LLM polishing modes, custom RMS voice-activity detection. Single-executable Windows build.
PythonPyQt6Groq WhisperPyInstaller
↗ GitHub
EvrythingAI — Newsletter Pipeline
Zero-infrastructure production LLM pipeline: RSS ingestion → multi-document summarization → synthesis → timezone-aware delivery at subscribers' local 6am. Cost: $0/month.
Node.jsMistral AIGitHub ActionsResend
↗ GitHub
1ph — One Place for Hackathons
Hackathon aggregator with AI enrichment pipeline (Mistral AI) that extracts real deadlines, prize pools, and descriptions from raw unstructured listings.
Next.js 14PrismaMistral AIGitHub Actions
↗ GitHub