Turning Ideas into Shipped Features with AI.
Bridging the gap between Product Thinking and Hands-on Building. Rapid prototyping for instant customer connection.
Professional Portfolio
VOC & Buyer Journey Assistant
AI-native chatbot that synthesizes customer feedback (VOC) and buyer journey data. Turns raw customer interactions into actionable product insights using a dual-brain architecture (SQL + Doc RAG).
- Customer Connection: Synthesizes thousands of interactions
- Dual-Brain AI: Structured data + Unstructured feedback
- Tech Stack: LangChain, LangGraph, Streamlit
AI-Powered Analytics Platform
Simplifying complex data access with natural language. Enables non-technical teams to query buyer journey data instantly, democratizing access to customer insights.
- Instant Intelligence: NLI to SQL generation
- User Experience: Intuitive access to complex data
- Scale: Federated data across workspaces
Marketing Experimentation Engine
Automated statistical engine for validating product hypotheses. Helps teams move faster by instantly determining experiment winners with rigorous statistical confidence.
- Bias for Action: Automated winner determination
- Rigorous: Chi-square / Z-tests built-in
- Tech Stack: FastAPI + SciPy
Campaign Measurement Pipeline
Automating the feedback loop between outreach and results. Daily stats export for measuring engagement and tailored customer communication across platforms.
- Automation: Daily data freshness
- Feedback Loop: Instant campaigin visibility
- Integration: Multi-channel attribution
Analytics Data Pipeline
Automated data export pipeline using GA4 Data API. Bypasses UI sampling limits to extract 100K+ rows of unsampled user behavior data for accurate cohort analysis and funnel metrics.
- Unsampled Export: 100K+ rows without sampling
- Cohort Analysis: D1/D7/D30 retention tracking
- Automated Pipeline: Daily scheduled extraction
Personal Portfolio
OpenClaw - Personal Productivity Agent
Personal family assistant with infinite memory for product ideation. Synthesizes product updates, news, and team comms into actionable briefs. Runs as an independent agent handling reminders, market research, and 'idea-to-ship' brainstorming sessions.
- Brainstorming: Infinite memory ideation
- Synthesis: Morning briefs across all channels
- Automation: Cron jobs & API reminders
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
Product & Prototyping
Rapid Prototyping, User Research, MVP Development, A/B Testing, Feature Scoping, Roadmap Strategy.
AI-Native Development
JavaScript / TypeScript, Python, LLM Integration (LangChain), Cursor/Copilot Workflows, Text-to-SQL, RAG Pipelines.
Data & Analytics
SQL, Product Analytics (Mixpanel/GA4), Statistical Analysis, Data Visualization, Hypothesis Testing.