Driving AI Agent Adoption & Product Innovation.
Accelerating product-market fit for intelligent systems through solution-driven engagement, field alignment, and measurable customer impact.
Professional Portfolio
Databricks Genie Integration
Multi-workspace BI platform with natural language queries via Databricks Genie API. Enables semantic exploration of complex datasets with contact/account lookup, buyer journey analysis, and bulk data enrichment with sophisticated matching algorithms.
- Natural Language → SQL via Genie Conversation API
- Buyer Journey Lookup by Member ID, Contact, Product Codes
- Multi-criteria Matching: Email, Org hierarchy, DHC mapping
- Bulk Processing: Excel/CSV enrichment at scale
VOC & Buyer Journey Chatbot
Production-ready chatbot with dual-brain architecture: SQL Brain (Genie API for structured queries) and Docs Brain (RAG for unstructured PDFs). LangGraph orchestration manages routing, state, and complex workflows with LangSmith observability.
- Dual-Brain: SQL (Genie) + Document (RAG) routing
- LangGraph state management & orchestration
- Vector Search + databricks-bge-large-en embeddings
- Model Serving via Databricks endpoints
Marketing Analytics Assistant
AI-powered chatbot for marketing experiment analysis. Implements binomial tests, Z-tests, chi-square, and post-hoc power analysis. Automated statistical winner determination with confidence intervals and significance levels.
- 4 Statistical Tests for robust A/B analysis
- Power Analysis: ≥0.8 threshold for winner calls
- GPT + Gemini for natural language insights
- Segment-level experience performance analysis
LinkedIn Campaign Measurement
Automated daily campaign stats export via LinkedIn Marketing API. Company name resolution and comprehensive Excel reporting for cross-platform ad measurement and partner data delivery.
- Daily Granularity: No sampling at highest resolution
- Company Enrichment: Org name lookup via LinkedIn API
- Automated Export: Scheduled Excel reports for stakeholders
- Partner Data Delivery: Cross-platform measurement feeds
Google Analytics Data Foundation
API-driven data pipelines for GA4 and Universal Analytics. Custom filters to pull 100,000+ rows without data sampling—bypassing UI limitations for accurate ad-performance measurement.
- UserID-Level Data: Daily granularity without sampling
- 100K+ Rows: Bypass GA UI row limits via API
- UA + GA4 Support: Dual-API compatibility
- Custom Dimensions: Full event parameter extraction
Personal Portfolio
OpenClaw - Personal Productivity Agent
Personal family assistant with local voice agent execution on Raspberry Pi. Accelerates system adoption through hands-on implementation and prompting. Synthesizes infinite context into morning briefs and serves as a technical benchmark for agentic solution design.
- Voice Agent: Local RPi LLM execution
- Adoption: Hands-on implementation & configuration
- Synthesis: Cross-channel context merging
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 Foundations
API-driven pipelines, Event Taxonomies, Schema Design, Data Monetization Strategy, Bulk Enrichment.
Ad Tech & Measurement
GA4, Google Ads, LinkedIn Ads, Conversion Modeling, Cross-Platform Attribution, A/B Statistical Testing.
Agentic & GenAI
Databricks Genie, LangGraph, LangChain, RAG Architectures, Text-to-SQL, Vector Search, LLM Integration.