Scaling Quality through Algorithmic Precision.
Bridging the gap between Performance Marketing Efficiency and Predictive Supply Chain. I architect the automated bidding and causal inference engines that fuel sustainable growth.
Professional Portfolio
Marketing Efficiency & Feature Pipelines
Designed scalable pipelines for marketing data, ensuring reliable features for predictive modeling. Delivers accurate user journey visibility and attribution data across channels.
- Pipelines: Raw to structured feature engineering
- Reliability: Automated validation triggers
- Scale: Handling 100K+ data points
Statistical Attribution & Optimization
Analytical engine for measuring incremental impact. Uses statistical methods to uncover true drivers of conversion, optimizing CPA and maximizing LTV.
- Inference: Multi-touch & incremental lift
- Optimization: Budget allocation logic
- Impact: Revenue efficiency at scale
Automated Performance Reporting
Built automated frameworks that track campaign performance. Enables dynamic budget allocation adjustments based on real-time CPA and ROAS signals.
- Reporting: Conversion & CPA tracking
- Automation: Signal-based budget alerts
- Strategy: Dynamic allocation support
Proactive Data Quality Surveillance
System for investigating data abnormalities before they impact models. Ensures the integrity of feature stores used for automated bidding and targeting.
- Surveillance: Proactive anomaly detection
- Integrity: Reliable training data
- Trust: Governance for AI models
AI-Powered Creative Response Analysis
Innovative tool that analyzes qualitative feedback to understand audience response to creatives. Synthesizes complex signals to inform ad copy and targeting strategies.
- Response: Creative sentiment analysis
- Targeting: Audience segmentation insights
- Innovation: NLP for unstructured data
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
Data Science & ML
Causal Inference, Uplift Modeling, Multi-Armed Bandits, Reinforcement Learning, Churn Prediction, Python (Pandas, Scikit-learn).
Marketing Efficiency
Automated Bidding, Attribution Modeling, Marketing Mix Modeling (MMM), dynamic budget allocation, LTV forecasting.
Infrastructure & BI
SQL, Looker, Tableau, Feature Pipelines, Data Governance, A/B Testing Frameworks.