Driving Data-Driven Operations & Optimization.
Building scalable analytics infrastructure, predictive models, and actionable insights that maximize performance and profitability.
Professional Portfolio
Enterprise Analytics Dashboards
Built scalable analytics tools and dashboards tracking key performance indicators across multiple business segments. API-driven pipelines delivering daily granularity without sampling—enabling accurate performance measurement and stakeholder reporting.
- Daily Granularity: No sampling at highest resolution
- 100K+ Rows: Bypass API limits via smart batching
- Automated Reporting: Scheduled exports for stakeholders
- Cross-Platform: Multi-channel attribution tracking
Predictive & Prescriptive Analytics
Developed and deployed predictive models for pricing optimization and operational decision-making. Statistical frameworks for A/B testing, winner determination, and performance forecasting with rigorous validation methodologies.
- 4 Statistical Tests for robust experiment analysis
- Power Analysis: ≥0.8 threshold for winner calls
- Walk-Forward Validation: Production-ready models
- Segment-level performance optimization
Scalable Data Infrastructure
Designed and maintained data integration frameworks with robust governance standards. Multi-source data acquisition, validation, and quality assurance ensuring consistent and reliable analytics outputs across the organization.
- Multi-source Integration: APIs, databases, files
- Data Validation: Automated quality checks
- Schema Design: Scalable data taxonomies
- Version Control: Git-based pipeline management
Natural Language Analytics Platform
Enterprise AI platform enabling natural language queries across complex datasets. Dual-brain architecture with SQL Brain for structured queries and Docs Brain for unstructured insights—democratizing data access across teams.
- Natural Language → SQL via Genie API
- LangGraph orchestration & state management
- Vector Search for document retrieval
- Self-Service analytics for stakeholders
Data-Driven Business Strategy
Partnered with Risk, Operations, and Digital teams to deliver data-driven insights supporting business cases and strategic initiatives. Competitive research and recommendations driving profitability and operational efficiency.
- Business Cases: Data-backed strategic initiatives
- Competitive Research: Market intelligence
- Profitability Analysis: ROI optimization
- Stakeholder Reporting: Executive dashboards
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
Analytics & BI Tools
Python, SQL, Pandas, NumPy, Databricks, BigQuery, BI Dashboards, Statistical Modeling, A/B Testing Frameworks.
Data Infrastructure
ETL Pipelines, API Integration, Data Governance, Quality Assurance, Schema Design, Version Control (Git), Cloud Environments (GCP/Azure).
Advanced Analytics
Predictive Modeling, Prescriptive Analytics, Optimization, LangChain/LangGraph, Text-to-SQL, Production Deployment.