Scaling Quality through Algorithmic Precision.
Bridging the gap between Performance Marketing Efficiency and Predictive Supply Chain. I architect the automated bidding and causal inference engines that fuel sustainable growth.
Professional Portfolio
Marketing Efficiency & Feature Pipelines
Designed scalable pipelines for marketing data, ensuring reliable features for predictive modeling. Delivers accurate user journey visibility and attribution data across channels.
- Pipelines: Raw to structured feature engineering
- Reliability: Automated validation triggers
- Scale: Handling 100K+ data points
Statistical Attribution & Optimization
Analytical engine for measuring incremental impact. Uses statistical methods to uncover true drivers of conversion, optimizing CPA and maximizing LTV.
- Inference: Multi-touch & incremental lift
- Optimization: Budget allocation logic
- Impact: Revenue efficiency at scale
Automated Performance Reporting
Built automated frameworks that track campaign performance. Enables dynamic budget allocation adjustments based on real-time CPA and ROAS signals.
- Reporting: Conversion & CPA tracking
- Automation: Signal-based budget alerts
- Strategy: Dynamic allocation support
Proactive Data Quality Surveillance
System for investigating data abnormalities before they impact models. Ensures the integrity of feature stores used for automated bidding and targeting.
- Surveillance: Proactive anomaly detection
- Integrity: Reliable training data
- Trust: Governance for AI models
AI-Powered Creative Response Analysis
Innovative tool that analyzes qualitative feedback to understand audience response to creatives. Synthesizes complex signals to inform ad copy and targeting strategies.
- Response: Creative sentiment analysis
- Targeting: Audience segmentation insights
- Innovation: NLP for unstructured data
Personal Portfolio
OpenClaw - Personal Productivity Agent
Personal family assistant for product trends and inventory insights. Synthesizes market research and news into actionable product enablement briefs. Acts as an independent brainstorming partner.
- Enablement: New product idea exploration
- Synthesis: Market trend aggregation
- Memory: Infinite context ideation
Infinite Memory: Scaling Agentic Memory to 10M Turns
Discovery of the 'Discovery Cliff' in LLM memory scaling. Introduces Recursive Gated Consolidation (RGC) to achieve 100% signal recall at extreme scale ($10^7$ turns), maintaining O(1) memory scaling for production-grade AI agents.
- The Discovery Cliff: Identification of 17% recall collapse at scale.
- Recursive Gated Consolidation: Decoupling discovery from history depth.
- Hardware Grounding: TPU v4 OCS and SparseCore optimization analysis.
- Empirical Calibration: Cross-model validation (Gemini 2.5 - 3.1).
Personal AI Infrastructure (PAI v2)
A persistent, self-improving AI Operating System layer integrated across all local projects. Implements standard orchestration cycles and long-term memory via the Kai System for architecture-level persistence and session resilience.
- Orchestration: The Six Cycles of agentic workflow
- Shadow Profile: Secure execution via non-native rituals
- Kai System: Automated decision & learning persistence
- Session Resilience: 429/413 loop awareness & state preservation
Systemic Multi-Agent Coordination
Beyond Chatbots: A dual-layer architecture separating tactical execution from strategic oversight to ensure production-grade AI reliability.
- System 1 (Tactical): Persona-driven sub-agents executing high-velocity task loops (The "Inner Loop").
- System 2 (Strategic): Parent orchestrator enforcing quality gates and architectural safety (The "Outer Loop").
- Synchronized Reasoning: Real-time verification ensuring autonomous execution never breaks project intent.
Autonomous Trading System (V4.1)
Production-grade autonomous trading system managing a dual-track portfolio of Stocks and Crypto. The V4.1 'Steady Winner' strategy achieves 80.8% XIRR (60.3% Alpha over S&P 500) through dual-track asset allocation, Golden Cross momentum, and real-time Shadow Portfolio tracking.
- 80.8% XIRR (60.3% Alpha vs S&P 500)
- Dual-Horizon: Technical momentum vs. long-term fundamentals
- Shadow Tracking: Real-time statistical verification of trade signals
- Tax Efficient: Optimized execution for long-term capital gains
IDE-Agnostic Agent Orchestrator
An orchestration framework that unifies AI agent workflows across VS Code, JetBrains, and CLI. Decouples safety policies (runtime locks, circuit breakers) from specific IDE adapters.
- Policy-First: Mandatory safety and quality gates
- Tool Agnostic: Works across multi-IDE environments
- Circuit Breakers: Prevents infinite agent loops
Astrological Research Platform
Full-stack platform combining astronomical calculations (Swiss Ephemeris) with AI interpretations. Backed by rigorous statistical research with FDR-corrected significance.
- 5,885 figures + 239 countries analyzed
- FDR-corrected significance (q < 0.001)
- 14 yoga types and 6 dosha types validated
- Next.js + FastAPI + PostgreSQL
Philosophy Sage
AI-powered platform for ancient philosophy texts with GraphRAG architecture. Neo4j knowledge graph for contextual retrieval across the Mahabharata, Bhagavad Gita, and other classical texts. Sanskrit TTS integration.
- GraphRAG: Knowledge graph + vector search hybrid
- Neo4j: Entity relationships across 18 Parvas
- Sanskrit TTS: Audio playback of original shlokas
- LangChain: Conversational retrieval chains
Sonic Geometry Visualizer
Interactive exploration of Music Theory × Physics × Math. Real-time oscilloscope, spectrum analyzer, Lissajous figures, Circle of Fifths, and polyphonic virtual keyboard—all native Web Audio API.
- Real-time FFT: Spectrum analyzer + oscilloscope
- Lissajous Curves: Harmonic ratio visualization
- Circle of Fifths: Interactive music theory lab
- Zero Dependencies: Pure vanilla JavaScript
Technical Stack
Data Science & ML
Causal Inference, Uplift Modeling, Multi-Armed Bandits, Reinforcement Learning, Churn Prediction, Python (Pandas, Scikit-learn).
Marketing Efficiency
Automated Bidding, Attribution Modeling, Marketing Mix Modeling (MMM), dynamic budget allocation, LTV forecasting.
Infrastructure & BI
SQL, Looker, Tableau, Feature Pipelines, Data Governance, A/B Testing Frameworks.