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
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
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.