Building AI/ML & Agentic AI Solutions at Scale.
Enterprise Analytics, GenAI, Predictive Modeling, and End-to-End ML Deployment.
Professional Portfolio
Agentic AI Chatbot - Dual-Brain Architecture
Production-ready Agentic AI system with dual-brain architecture: SQL Brain (Genie API for structured queries) and Docs Brain (RAG for unstructured documents). LangGraph orchestration with state management and LangSmith observability.
- Agentic AI: Autonomous decision-making with tool use
- LangGraph: State management & workflow orchestration
- Vector Search: Databricks BGE-large embeddings
GenAI-Powered Enterprise Analytics Platform
Multi-workspace BI platform with natural language queries via Databricks Genie API. End-to-end solution from data engineering to visualization, enabling semantic exploration of complex enterprise datasets.
- GenAI Interface: Natural language → SQL generation
- End-to-End: Data engineering → Modeling → Visualization
- Enterprise Scale: Multi-workspace federation
AI-Powered Statistical Analysis Platform
Automated statistical modeling for business decision support. Implements binomial tests, Z-tests, chi-square, and power analysis. Translates complex analyses into actionable insights and visualizations.
- Advanced Statistics: Hypothesis testing, power analysis
- Decision Support: Automated winner determination
- Visualization: Translating data to actionable insights
Enterprise Analytics Data Pipeline
Automated data extraction pipeline using GA4 Data API. Bypasses UI sampling limits to extract 100K+ rows of unsampled data. Cloud-based ETL for enterprise-scale analytics and reporting.
- Cloud ETL: Automated scheduled extraction
- Scale: 100K+ rows without sampling
- Data Quality: Validation and monitoring
Campaign Analytics & Reporting Pipeline
End-to-end solution from data extraction to Excel visualization. Automated daily campaign stats via LinkedIn Marketing API with company name resolution and comprehensive reporting for stakeholder consumption.
- End-to-End: Extraction → Processing → Visualization
- Automated Deployment: Daily scheduled runs
- Stakeholder Reporting: Excel/dashboard output
Personal Portfolio
OpenClaw - Personal Productivity Agent
Personal family assistant for logistics and operations. Synthesizes emails, calendars, and operational updates into streamlined morning briefs. Automates reminders and cron jobs for daily planning.
- Operations: Morning operational briefs
- Reminders: Cross-platform alerts
- Automation: Independent agent workflows
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
AI/ML & Agentic AI
Machine Learning, Deep Learning, GenAI (LLMs), Agentic AI (LangGraph), RAG Pipelines, Embeddings, Model Deployment.
Statistical Modeling & Forecasting
Predictive/Prescriptive Modeling, Advanced Statistics, Hypothesis Testing, Optimization, Time Series Forecasting, Python (SciPy/StatsModels).
Data Engineering & Visualization
End-to-End Pipelines, SQL/Python/R, Databricks, Cloud Platforms (GCP/AWS), Tableau/PowerBI, Stakeholder Storytelling.