Selected ProjectsSelected Projects

A showcase of AI/ML projects, data engineering solutions, and web applications I've built for enterprise clients and personal development.

Hustle OS - Personal Project Management System
Featured
In Production
Full-Stack SaaS

Hustle OS - Personal Project Management System

AI-native full-stack app with eight integrated modules covering the full end-to-end workflow -- CRM, proposals, projects, timesheets, invoicing, expenses, contracts, and reports. One data model connects leads to invoices to financial reports. Eight Claude Code skill files let an AI agent operate the entire system through natural language.

2026
Personal Project
Next.jsPostgreSQLPrismaDocker+4 more
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AiMod - Agentic AI DataOps & MLOps Platform
Featured
In Production
AI Platform

AiMod - Agentic AI DataOps & MLOps Platform

End-to-end self-serve AI platform with 15+ LangGraph agents that automate data ingestion, transformation, ML model training, and on-demand analytics. Features a natural language interface that converts questions into SQL, charts, and narrative explanations through a multi-agent decision routing system.

2025
Enterprise (Work)
LangGraphFastAPINext.jsApache Spark+6 more
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AI Document Processing Platform
Featured
In Production
AI / Document Intelligence

AI Document Processing Platform

Enterprise SaaS for AI-powered document intelligence with dual-mode adaptive RAG. Agentic LangGraph pipelines mimic how human analysts work: search for content, flip to specific pages for visual analysis, reflect on coverage, then extract with confidence scores and source citations.

2025
Enterprise (Work)
LangGraphFastAPIReactChromaDB+4 more
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Sentinel - AI Guardrails Middleware
Featured
In Production
AI Safety / Security

Sentinel - AI Guardrails Middleware

Stateless middleware that protects LLM applications with a progressive 5-layer input guard and 4-layer output guard. Uses a fast-first architecture: regex at ~2ms catches obvious attacks, BERT at ~150ms handles semantic threats, and LLM judge at ~2s resolves edge cases -- keeping median latency low.

2025
Enterprise (Work)
FastAPIPyTorchHuggingFace TransformersDeBERTa+1 more
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Credit Risk ML Models & Data Warehouse
Featured
Deployed
Financial ML / Data Engineering

Credit Risk ML Models & Data Warehouse

Income estimation model (MAPE ~25%) and loan screening model (AUC 0.75) built on millions of national credit records. Includes a 6TB PostgreSQL data warehouse with daily ETL replication and an internal MLOps platform prototype with automated feature selection.

2023
Credit Bureau Malaysia
XGBoostScikit-learnPostgreSQLApache Airflow+4 more
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SMTP Relay Infrastructure & VPS Toolkit
In Production
DevOps / Infrastructure

SMTP Relay Infrastructure & VPS Toolkit

Two-tier email relay system replacing 60+ manually-rotated Gmail accounts for a debt collection agency. Tier A uses Postfix with a custom Python round-robin daemon for automatic Gmail account rotation. Accompanied by a reusable 8-role Ansible VPS provisioning toolkit with security hardening.

2026
Debt Collection Agency (Contract)
AnsiblePostfixDockerUFW+4 more
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