Driving the Future of Predictive Analytics.
Architecting enterprise-scale automation for Viant—leveraging system-agnostic intelligence to transform high-velocity advertising data into autonomous decisions.
Professional Portfolio
Predictive Analytics & Bidding
Built autonomous optimization systems leveraging predictive models and ML algorithms. Automated bid strategies, budget allocation, and creative rotation—driving measurable performance lift with system-agnostic intelligence.
- Predictive Bidding: ML models for optimal bid pricing
- Auto-Budget Allocation: Dynamic spend across campaigns
- Decisioning Engine: High-velocity RTB optimization
- Scale: Processing millions of bid requests dynamically
Enterprise Automation Interface
Enterprise AI platform enabling natural language orchestration of complex advertising workflows. Dual-brain architecture with SQL Brain for structured data and Docs Brain for system-agnostic insights—LangGraph orchestration for high-velocity environments.
- Natural Language Orchestration via Genie API
- LangGraph state management & automation
- Vector Search + high-precision retrieval
- System-Agnostic analytics for enterprise scale
Cross-Platform Ad Measurement
Automated campaign measurement across LinkedIn, Google Ads, and programmatic channels. API-driven pipelines delivering daily granularity without sampling—enabling accurate cross-platform attribution and ROI analysis.
- Daily Granularity: No sampling at highest resolution
- Multi-DSP Support: LinkedIn, Google, Programmatic
- Automated Export: Scheduled reports for stakeholders
- 100K+ Rows: Bypass API limits via smart batching
Marketing Experimentation Platform
AI-powered experiment analysis with automated statistical winner determination. Implements binomial tests, Z-tests, chi-square, and post-hoc power analysis— delivering confidence intervals and actionable recommendations.
- 4 Statistical Tests for robust A/B analysis
- Power Analysis: ≥0.8 threshold for winner calls
- GPT + Gemini for natural language insights
- Segment-level performance comparison
Audience Targeting & Personalization
Multi-criteria audience matching with sophisticated identity resolution. Email, org hierarchy, and custom taxonomy mapping for bulk enrichment and targeted campaign delivery at scale.
- Multi-criteria Matching: Email, Org, Custom IDs
- Bulk Enrichment: Excel/CSV processing at scale
- Identity Resolution: Cross-device/platform linking
- Buyer Journey analysis by segment
Personal Portfolio
OpenClaw - Personal Productivity Agent
Personal family assistant for 10x productivity. Features a voice agent running models locally on Raspberry Pi for privacy and speed. Synthesizes infinite context across emails, calendars, news, and market updates into morning briefs.
- Synthesis: Morning briefs (Email/Cal/News)
- Automation: Independent cron jobs
- Memory: Infinite context assistant
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
AI/ML & Automation
Generative AI, LangGraph, LangChain, RAG Architectures, Text-to-SQL, Predictive Modeling, ML Pipelines, Automated Decisioning.
Ad Tech & Programmatic
DSP/SSP Ecosystems, RTB, Campaign Optimization, Targeting & Personalization, Identity Resolution, Cross-Platform Attribution, A/B Testing.
Data & Analytics
BigQuery, Databricks, Python, SQL, GA4 API, Marketing APIs, ETL Pipelines, Statistical Analysis, Dashboard Architecture.