Powering Game Economies & Player Experience.
Leading analytics strategy for world-class mobile RPGs—combining rigorous inference, scalable data foundations, and strategic leadership to drive player engagement and revenue.
Professional Portfolio
Strategic Data Leadership & Democratization
Led cross-functional teams to democratize insights via Agentic BI (Databricks Genie). Empowered non-technical stakeholders to query complex, ambiguous datasets—scaling decision-making velocity across product and strategy teams.
- Managed Managers & ICs for platform delivery
- Self-Service Scale: Reducing ad-hoc requests by 40%
- Ambiguous Query Resolution: Handling complex business logic
- Cross-Functional Influence: Aligning Product, Eng, & Strategy
Automated Experimentation Framework
Designed and executed an automated A/B testing framework for validating product and marketing experiments. Implemented rigorous statistical methods (Binomial, Chi-Square, Power Analysis) to determine winners with high confidence in a live environment.
- Rigorous Inference: Post-hoc power analysis & CI calculations
- Automated Decisioning: Reducing time-to-insight for experiments
- Python/SciPy: Custom statistical libraries for nuanced tests
- Impact Measurement: Direct attribution to revenue lift
Player Sentiment & Experience Engine
Built a "Dual-Brain" intelligence system to analyze user feedback at scale. Combines structured behavioral data (SQL) with unstructured feedback (RAG) to uncover drivers of engagement, churn, and player sentiment.
- Behavior + Sentiment: Holisitic player view
- Actionable Insights: Identifying pain points for Game Design
- Scalable NLU: Processing thousands of user interactions
- Retention Strategy: Informing roadmap via player voice
Live-Service Data Infrastructure
Architected scalable data pipelines for large-scale event processing. Ensured 100% data fidelity for monetization metrics by bypassing sampling limits and establishing robust ETL for real-time reporting.
- Handling Scale: Processing millions of daily events
- Monetization Accuracy: Exact revenue/conversion tracking
- BigQuery/SQL: Optimized warehousing for performance
- Data Quality: Automated validation for live-service ops
Economy Modeling & Risk Systems
Developed rigorous predictive models for high-stakes asset management (Trading System V2.6). Simulates "in-game" economy dynamics via market timing, asset allocation, and risk/reward balancing to maximize resource growth.
- Economy Simulation: Backtesting across diverse market conditions
- Optimization: Maximizing yield (XIRR) vs Volatility
- Algorithmic Logic: Rule-based execution for stability
- 63.6% XIRR: Proven validation of economic model
Personal Portfolio
OpenClaw - Personal Productivity Agent
Personal family assistant for 10x productivity. Features a voice agent running models locally on Raspberry Pi for privacy and speed. Synthesizes infinite context across emails, calendars, news, and market updates into morning briefs.
- Synthesis: Morning briefs (Email/Cal/News)
- Automation: Independent cron jobs
- Memory: Infinite context assistant
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
Analytics Strategy & Leadership
Team Management (ICs + Managers), Strategic Planning, Cross-Functional Influence, Game Economy Design, Metric Frameworks.
Data Science & Inference
A/B Testing (Design & Eval), Statistical Inference, Python (SciPy/Pandas), R, Predictive Modeling, User Segmentation.
Live-Service Infrastructure
BigQuery (SQL), Looker, dbt, Large-Scale Event Data, Data Pipelines, Real-Time Reporting, Mobile Telemetry.