Transforming Data into Insights for FinTech.
Snowflake SQL, Tableau Dashboards, Databricks, and AI-Enhanced Analytics.
Professional Portfolio
Enterprise Analytics Data Pipeline
Automated data extraction pipeline using GA4 Data API, demonstrating proficiency with cloud-based data warehousing and ETL workflows. Extracts 100K+ rows of unsampled data for accurate business metrics and reporting.
- Cloud ETL: Automated scheduled extraction
- Data Quality: Validation and anomaly detection
- GitHub: Version-controlled Python workflows
Self-Serve Analytics Platform (Databricks)
Multi-workspace BI platform built on Databricks, enabling natural language queries for business users. Partners with data engineering to provide visibility into key metrics across Credit, Operations, Marketing, and Finance.
- Databricks: Spark-based data workflows
- Cross-Functional: Credit, Ops, Marketing, Finance
- Self-Serve BI: Natural language to SQL
Automated Analytics & Reporting Platform
AI-powered platform for building and maintaining dashboards that provide visibility into key business metrics. Automates analytical workflows with documented methodologies and clear recommendations for leadership.
- Dashboard Design: Business metrics visibility
- Automation: Documented analytical workflows
- Leadership Communication: Clear recommendations
Automated Reporting & Strategic Analysis
Automated daily data extraction and reporting pipeline supporting ad hoc analyses for strategic business questions. Delivers findings with clear recommendations to leadership via comprehensive Excel reports.
- Ad Hoc Analysis: Strategic business questions
- Automation: Daily scheduled extraction
- Leadership Reporting: Clear recommendations
AI-Enhanced Analytics Chatbot
Production-ready GenAI tool that accelerates insight generation and automates analytics workflows. Leverages Databricks Genie API for natural language SQL queries, demonstrating passion for AI tools in analytics.
- GenAI: Accelerate insight generation
- Automation: Streamlined analytics workflows
- Self-Serve: Empower business users
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
SQL & Cloud Data Warehouses
Advanced SQL (Snowflake, BigQuery), ETL Pipelines, Data Modeling, Data Quality Monitoring, Databricks/Spark.
BI & Visualization
Tableau Dashboard Design, PowerBI, Business Metrics Reporting, Stakeholder Communication, Executive Presentations.
Python, R & AI Tools
Python/R for Analytics, GitHub Version Control, GenAI/LLM Applications, Automated Workflows, Statistical Modeling.