75%
AI cost control
cost reduction through caching, routing and model optimization
Delivery portfolio
Project Proof, Reframed as Business Outcomes
Resume-backed engineering work translated into Swamix Global offerings: owned AI systems, cost-optimized platforms, data automation and stakeholder-ready delivery plans.
90%
Speed at scale
latency improvement on production AI infrastructure
4,200+
Enterprise reach
business users served by AI travel systems
100%
Owned delivery
architecture and handoff designed for client control
Business area
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Pi Context Optimization Platform
Context Architecture
Target working context under 64K tokens for AI subscriptions & agentic workflows.
Preserves prompt cache prefix stability (Anthropic 5m / OpenAI), semantic tool compaction, human engineering, and free MIT audit tool.
Target
<64K Tokens
Cache
60-90% hits
Human
Included
Pi ExtensionsPrompt CachingPythonAudit CLI
View case study & metrics Datomation Mobile Data Platform
Android Scraping & AI
ADB-driven Android profile capture & AI agent extraction into typed JSON.
4×4 mini-phone matrix, full typed schema, Palantir brief pack, and commercial technology buyout terms ($69,000 USD).
Matrix
4×4 Tiles
Output
PNG + JSON
Buyout
$69,000
Android ADBVision AIPython PILPalantir Ready
View deliverables & PDF PythonTwilioWebSocketsGeminiCerebras
PythonAWSRAGMLOpsETL
PythonCrawlersLLMsETLVersioning
SvelteNode.jsSupabaseMongoDBPayload CMS
Node.jsRedisRESTCachingData Modeling
Node.jsPostgresJWTGoogle MapsPWA
PythonMariaDBPowerBIAzureJWT
FastAPIOpenAIChromaDBCrawlersRAG
Stable DiffusionGPULinuxPythonDevOps