Systems & Research
A curated view of production systems, research in progress, and explorations.
Systems 3Research 2Explorations 1
Systems
Agentic Allocation Arbitrator
Agentic allocation arbitration for post-scramble supply conflicts with policy constraints, optimization, and HITL governance.
Technologies
AllocationOptimizationGovernance
- Role
- Principal AI Engineer I
- Focus
- Reactive allocation arbitration
- Stack
- LangGraph, FastAPI, SSE, Optimization
Epilog
AI-powered debugging platform for agentic systems with traces, artifacts, and deterministic replay.
Technologies
ObservabilityDebuggingDeterministic Replay
- Type
- Product concept and prototype
- Focus
- Agent observability and RCA
- Stack
- FastAPI, Dashboard UI, SSE
TrueLift AI
Real-time promotional cannibalization detection with streaming ML and AI explanations.
Technologies
Streaming AnalyticsDecisioningMLOps
- Type
- Product concept and prototype
- Focus
- Real-time decision support
- Stack
- Kafka, Flink, FastAPI, GCP
Research In Progress
AFDC (Adaptive Forecast Distribution Control)
Risk-aware uncertainty control for forecasting under distribution shift.
Technologies
ResearchForecastingUncertainty
- Status
- Research in progress
- Focus
- Risk-aware uncertainty control
Regime-Aware Incremental Forecasting
Regime matching and checkpoint reuse to reduce retraining cost.
Technologies
ResearchTime SeriesEfficiency
- Status
- Research in progress
- Focus
- Regime detection and reuse
Explorations
GeoSpot
AI location scout that ranks neighborhoods using public data and agent orchestration.
Technologies
Coral ProtocolLocation IntelligencePublic Data
- Type
- Exploration
- Focus
- Location intelligence
- Stack
- Python, Coral Protocol, LLMs