Profile

AI Engineer &
Systems Builder

Building autonomous agents, ML pipelines, and end-to-end platforms

Shipping production systems across prediction markets, agricultural AI, cultural heritage preservation, ERP platforms, GPU infrastructure, and social automation. Built in public. Executed in private.

9
Projects
3+
Years
4
Countries
∞
Curiosity
Scroll to explore ↓
About

What I Build

I specialize in building autonomous AI systems that run 24/7 without human intervention. From LLM-driven trading agents on prediction markets to end-to-end ERP platforms for cooperatives and export manufacturers, I operate at the intersection of AI, infrastructure, and real-world impact.

My work spans Python ML pipelines (TensorFlow LSTM, LoRA fine-tuning, image/video generation), modern web stacks (Next.js, React, Supabase, PostgreSQL), and GPU infrastructure deployment across cloud providers including RunPod and Vast.AI.

Currently focused on agentic AI systems, RAG-based cultural preservation tools, and open-source alternatives to proprietary platforms.

Tech Stack
Python TypeScript React Next.js FastAPI TensorFlow PostgreSQL Supabase Redis Pinecone Docker Caddy LLM Agents RAG n8n LoRA RunPod Vast.AI Playwright WebSockets
Portfolio

Selected Works

📊
01 / Autonomous Agent
Prediction Market Trading Agent

Multi-agent autonomous trading system operating on prediction markets. Built with LLM-driven decision agents, real-time market analysis, risk management, and Discord-integrated monitoring. Handles trade execution, market scanning, and vitality reporting 24/7.

Python LLM Agents Web3 Discord Bot Automation
Active deployment

Features: Multi-agent architecture, survival-based trading logic, real-time market data ingestion, automated position sizing, PnL tracking, and risk circuit breakers.

🌾
02 / Machine Learning
Agricultural Price Forecasting & Cold Chain DSS

End-to-end AI decision support system for agricultural supply chain. Integrates real-time commodity pricing data (Bank Indonesia API), LSTM demand forecasting, weather risk analysis, and MCDM (Multi-Criteria Decision Making) for cold chain logistics optimization.

Python FastAPI TensorFlow LSTM React PostgreSQL n8n
Production ready

Pipeline: BI API scraping → LSTM forecasting → MCDM analysis → n8n workflow automation → React dashboard. Supports real-time price alerts and decision recommendations.

🚀
03 / ML Infrastructure
GPU Cloud Inference & Training Pipelines

Automated GPU deployment infrastructure on RunPod and Vast.AI for image and video generation pipelines. Built inference APIs with optimized model loading, batch processing, and cost-aware scheduling. Trained custom LoRA models for domain-specific image generation.

Python PyTorch LoRA RunPod Vast.AI Docker ComfyUI
Active

Workflow: Automated pod provisioning → model warmup → inference batching → result delivery. LoRA fine-tuning with custom datasets for style-specific generation.

📜
04 / AI for Heritage
Nala Pustaka — Cultural Manuscript AI

RAG-based web application for democratizing access to ancient Javanese manuscripts. Uses vector search (Pinecone) with Google's Gemini to enable natural language exploration of historical texts. Includes Knowledge Graph visualization, comparative study mode, and interactive education features.

React RAG Gemini Pinecone PostgreSQL Supabase D3.js
Live (nalapustaka.org)

5 exploration modes: Single manuscript chat, Global RAG search, Comparative study, Interactive education, Knowledge Graph visualization. Multi-language support (ID/EN).

🧵
05 / Social Automation
Automated Threads Content Bot

Fully automated content generation and posting bot for the Threads platform. Generates engaging career-focused micro-content, auto-schedules posts, and manages audience engagement for a career assessment platform. Runs on automated pipelines with content templates and trend adaptation.

Python Automation API Integration Content Gen Scheduling
Active

Automated posting cycle with content variation, hashtag optimization, and engagement tracking. Integrated with marketing analytics for performance feedback loops.

🐦
06 / Social Automation
Trending-Driven X (Twitter) Bot

Autonomous Twitter/X posting bot that monitors trending topics in real-time and generates contextual content to maximize viewer reach and engagement volume. Adapts posting strategy based on trending hashtags, viral patterns, and optimal timing windows.

Python Trend Analysis Social API Automation Analytics
Active

Features: Real-time trend monitoring, content generation aligned with viral topics, auto-posting with timezone optimization, engagement metrics tracking.

🏛️
07 / Enterprise System
Cooperative ERP — Koperasi Desa Merah Putih

Full-scale ERP system for one of Indonesia's largest economic cooperatives. Covers member savings (sukarela/berjangka), loan management, POS cashier, inventory/stock management, SHU profit distribution, cash flow reporting, and RAT (annual member meeting) documentation.

Next.js TypeScript Supabase PostgreSQL shadcn/ui Recharts
Deployed

Modules: Auth & onboarding, POS cashier, Inventory (stock in/out/opname/stock card), Savings & loans, SHU config & distribution, Reports (cash flow, RAT, loan aging, member savings), User management.

📦
08 / Enterprise System
Export Manufacturing ERP — Titoy Jaya

End-to-end ERP for a ceramic/pottery B2B export manufacturer. Handles sales orders with full status pipeline (draft → confirmed → production → shipped → delivered), purchase orders with multi-currency support (IDR/USD), payment tracking, supplier management, and automated PO generation from SO.

Next.js 15 TypeScript Supabase shadcn/ui Recharts PDF Export Excel Export
Production

Features: Dashboard with revenue analytics, Sales Order lifecycle tracking, PO generation from SO, Multi-currency with exchange rates, Payment in/out recording, Expense categorization, PDF & Excel exports.

🎬
09 / Open Source Platform
Nobar Party — Open Teleparty Alternative

Open-source, self-hosted browser extension + signaling server for synchronized video watching with friends on ANY website (not just Netflix). Features real-time play/pause/seek sync (~500ms latency), built-in chat, URL broadcast, and a one-click desktop installer. Manifest V3 Chrome extension with WebSocket signaling.

TypeScript Chrome Extension WebSocket Tauri Node.js Playwright Self-hosted
Live (nobar-party.cloud)

Works on any HTML5 video site: YouTube, Netflix, Disney+, HBO Max, Prime Video, local streaming sites. Self-hosted signaling server with auto-TLS. Tauri desktop installer for friends. 128+ passing E2E tests.