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
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
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.