Architecturing the Prop-Trading Data Ecosystem.
Driving Crypto Velocity through Marketing Precision. I architect the data infrastructure for Breakout Prop, optimizing the user journey across the next generation of high-frequency trading.
Professional Portfolio
Marketing Data Infrastructure & ETL
Designed and implemented scalable marketing data pipelines using GA4 Data API. Ensures accurate tagging, data flow, and end-to-end user journey visibility across channels, handling 100K+ data points.
- Infrastructure: Scalable data ecosystem design
- Tagging Accuracy: Automated validation
- User Journey: End-to-end visibility
Automated Marketing Performance Dashboards
Built automated reporting frameworks that aggregate data from paid media channels. Delivers intuitive visualizations and actionable insights on acquisition drivers to growth marketing and executive teams.
- Dashboards: Automated performance tracking
- Growth Drivers: Acquisition & activation analysis
- Cross-Functional: Single source of truth
Attribution & Campaign Optimization Engine
Advanced analytical engine for modeling campaign performance and attribution. Uses statistical methods to uncover drivers of conversion and provide recommendations that improve marketing efficiency and revenue.
- Attribution: Multi-touch & response modeling
- Efficiency: Revenue optimization
- Recommendations: Actionable growth insights
Proactive Data Quality Surveillance
System for investigating data abnormalities before they impact decision-making. Enables proactive anomaly detection and provides self-serve answers to leadership, championing a data-first culture.
- Data Quality: Proactive investigation
- Trust: Reliable single source of truth
- Culture: Data governance & best practices
AI-Powered Customer Insight Engine
Innovative analytics tool that deepens understanding of the user journey. Synthesizes complex qualitative and quantitative data into clear narratives for product and marketing stakeholders.
- User Insight: Deep journey analysis
- Innovation: Modern analytics stack
- Narrative: Complex data to clear story
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
Marketing Infrastructure
Google Tag Manager, Segment, Tealium, GA4 API, User Journey Tracking, Data Governance, Marketing ETL.
Analytics & Modeling
Multi-Touch Attribution, CLTV Modeling, Cohort Analysis, Response Modeling, SQL, Python, R.
Visualization & Crypto
Tableau, Looker, Periscope, Crypto Market Dynamics, Algorithmic Trading Logic, Risk Management.