Engineering the Future of Data & Measurement.
Defining next-gen measurement frameworks and agentic data foundations for world-class ad ecosystems.
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
Multi-Agent Coordination
Persona-level sub-agent coordination for complex internal GTM delivery. This portfolio page itself was a test-case for this architecture.
- System 1/System 2: Synchronized agentic reasoning layers.
- Sub-agent Coordination: Specialized personas for GTM delivery.
- Real-time Adaptation: Dynamic task boundaries across agents.
Moltbot - Personal Productivity Agent
Personal family assistant for deep research. Synthesizes sparse information across news, emails, and market signals into transparent discovery workflows. Automates morning briefs and cron jobs for high-velocity decision making.
- Research: Deep synthesis of sparse info
- Briefs: Cross-channel morning updates
- Agency: Independent cron job execution
Infinite Memory: Scaling Agentic Memory to 10M Turns
Formalized research proving that infinite memory is architecturally achievable via a Hybrid Gated Shadow Layer. Powering Antigravity to maintain 100% recall at 10M+ turns with O(1) retrieval cost and >99.9% token efficiency by neutralizing the 99% temporal decay effect.
- 100% Recall at 10M+ turns (Hardened RGC)
- Sentinel Switch: Auto-switch SSC to RGC at 1,000,000 turns
- Synthetic Saturation: ~12% decay acceleration in code-heavy contexts
- Recall Law: Temporal decay (99%) vs Extraction fidelity (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
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.