Engineering the Future of Analytics & Insights.
Building data foundations, semantic layers, and analytical systems that power business and product decisions with clarity and consistency.
Professional Portfolio
Databricks Genie Integration
Multi-workspace analytics platform enabling natural language queries across complex datasets. Established semantic exploration patterns for buyer journey analysis, contact/account lookup, and bulk data enrichment—creating consistent metric definitions across cross-functional teams.
- Semantic Layer: Natural Language → SQL via Genie API
- Cross-Functional Partnership: Product, Operations, Finance alignment
- Multi-criteria Analytics: Email, Org hierarchy, DHC mapping
- Bulk Processing: Excel/CSV enrichment at scale
VOC & Buyer Journey Chatbot
Production-ready insights platform with dual-brain architecture: SQL Brain for structured queries and Docs Brain for unstructured document retrieval. Enables Product, Operations, and Care Transformation teams to access actionable insights through conversational interfaces.
- Dual-Brain: SQL (Genie) + Document (RAG) routing
- LangGraph state management & orchestration
- Vector Search + databricks-bge-large-en embeddings
- Stakeholder Alignment: Consistent insights across teams
Marketing Analytics Assistant
AI-powered analytics chatbot translating ambiguous business questions into structured analytical problems with clear assumptions and success criteria. Implements binomial tests, Z-tests, chi-square, and post-hoc power analysis with automated winner determination.
- 4 Statistical Tests for robust A/B analysis
- Power Analysis: ≥0.8 threshold for winner calls
- Clear Success Criteria: Confidence intervals & significance
- Segment-level experience performance analysis
LinkedIn Campaign Measurement
Automated campaign reporting system delivering predictable daily exports via LinkedIn Marketing API. Established operational workflows with consistent reporting cadences and SLAs for stakeholder delivery.
- Daily Granularity: No sampling at highest resolution
- Company Enrichment: Org name lookup via LinkedIn API
- Predictable Cadence: Scheduled Excel reports for stakeholders
- Cross-Platform Delivery: Measurement feeds for partners
Google Analytics Data Foundation
API-driven data pipelines establishing the source of truth for web analytics. Custom filters pull 100,000+ rows without sampling—implementing data quality and reliability processes that improve trust in reporting across the organization.
- Source of Truth: Daily granularity without sampling
- 100K+ Rows: Bypass GA UI row limits via API
- Data Quality: Validation and reliability checks
- Custom Dimensions: Full event parameter extraction
Personal Portfolio
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.
Moltbot - Personal Productivity Agent
Personal family assistant for 10x productivity. Synthesizes infinite context across emails, calendars, news, and market updates into morning briefs. Acts as an independent agent for product brainstorming, cron jobs, and reminders across all accounts.
- Synthesis: Morning briefs (Email/Cal/News)
- Automation: Independent cron jobs
- Memory: Infinite context assistant
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
Analytics & Measurement
Metric Definitions, Semantic Layers, Dashboard Architecture, KPI Frameworks, A/B Statistical Testing, Power Analysis.
Data Foundations
Data Modeling, Pipeline Architecture, Data Quality, Snowflake, BigQuery, dbt, Python, SQL, Databricks.
Leadership & Operations
Team Coaching, Sprint Management, Backlog Prioritization, Stakeholder Communication, Cross-Functional Partnership.