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AI Infrastructure Platform

Advancing Accessible AI Infrastructure

Engineering serverless edge-compute and browser-native ML systems to construct scalable, transparent, and private AI infrastructure for U.S. public sector, enterprise, and education sectors.

Explore PlatformView Architecture
Live
⚡Avg Response28ms
📊p99 Latency47ms
🟢Uptime SLA99.97%
🌐Edge PoPs310
🚀Cold Start5ms
💡Cost / 1K Queries0.004 USD
📉vs. Cloud (est.)81% less
🧠Model Tiers3
⚡Avg Response28ms
📊p99 Latency47ms
🟢Uptime SLA99.97%
🌐Edge PoPs310
🚀Cold Start5ms
💡Cost / 1K Queries0.004 USD
📉vs. Cloud (est.)81% less
🧠Model Tiers3

Mission & Impact

Empowering graduate learners through EduEdge, driving Enterprise AI Innovation, and building transparent Public Sector Knowledge Systems — all through zero-latency edge deployments.

Pillar I Showcase

Public Sector Knowledge

Lowering the barrier to civic data through transparent, instant-access Retrieval-Augmented Generation interfaces.

⚡ CivicRAG — Public Intelligence Engine

Semantic search over civic knowledge bases that are public but not queryable — municipal budgets, federal rulings, congressional testimony, FOIA releases, and state legislation. Select a dataset and ask anything.

🏛️ City Budgets Knowledge Base

Adopted budget documents from 10 major U.S. cities — NYC, Chicago, LA, Houston, Phoenix, Philadelphia, San Antonio, San Diego, Dallas, San Jose. Covers capital expenditures, departmental allocations, and debt service.

47 docs indexed
📅 FY2021–FY2025
🔄 Updated Mar 2025
↗ data.gov / municipal portals
1
Embed Query
bge-base-en-v1.5
2
Vector Search
— docs scanned
3
LLM Generate
llama-3-8b-instruct
Pillar II Showcase

Enterprise AI Innovation

Reducing foundational AI operational costs by 81% through deterministic serverless resource architecture.

⚙️ AI Workload Optimizer

Three interactive lenses into enterprise AI infrastructure — live batch pipeline execution, global edge-routing latency, and a detailed cost model comparing serverless edge to legacy cloud clusters.

Workload Configuration
Source documents847
Chunk size512 tokens
Embedding modelbge-base-en-v1.5
Vector dimensions768
Target storeCloudflare Vectorize
Pipeline progress0%
Live Execution Log
$ Awaiting pipeline initialization...
Pillar III Showcase

EduEdgeAdaptive Learning Sandbox

Adaptive learning tools calibrated for university through doctoral study: text clarification at three cognitive levels, citation-grounded concept Q&A, and structured study guide generation with seminal paper recommendations.

🔒 PRIVACY-FIRSTAll processing happens at the edge — your text never leaves the inference node.
Explanation Level:
Samples:
Paste Academic Text
Re-Explanation
Re-explanation will appear here