# Trio Widianto

Trio Widianto is a remote worker on Himalayas, Independent Quantitative Developer at On-Chain Copy Trading, based in Indonesia.

Source: https://himalayas.app/@triowidianto

```text
Quantitative developer building live Solana copy-trading and liquidity systems, with backtests showing +18.9% mean trade return.
```

| Detail | Value |
| --- | --- |
| Availability | Looking for a job |
| Location | Indonesia |
| Authorized to work in | Indonesia |
| Salary expectations | 30k+ USD |
| Job categories | Quantitative Developer, Robotics Engineer, Machine Learning Engineer |
| Skills | Quantitative Development, Algorithmic Trading, Backtesting, Position Sizing, Risk Management, ROI and Drawdown Analysis, Edge Decay Testing, DeFi Liquidity Provision, Impermanent Loss Modeling, On Chain Data Analysis, Wallet Clustering, Python, Solana, EVM, Jupiter |
| LinkedIn | https://linkedin.com/in/triowidianto |

## What I'm looking for

```text
I’m open to remote work or relocation.
```

## About

```text
As an Independent Quantitative Developer, I built and run a live Solana copy-trading service that detects a tracked wallet’s first buy, sizes positions, and executes through Jupiter. Backtests over 271 trades showed a +18.9% mean return per trade with a partial take-profit and wallet-linked exit.

I also run concentrated liquidity positions and built LP Score to rank liquidity wallets by ROI and drawdown, plus LP Watch and two mirror bots. My systems use explicit risk limits and pause copying when tracked behavior or rolling returns fall outside set thresholds.

At KAIST, I worked on robot navigation and manipulation with an LLM, YOLO11 detections, and a finite state machine, validated in Gazebo and on a real robot. My thesis used an IMC-tuned PID and dV/dt stopping rule for closed-loop battery discharge control.
```

## Experience

### Independent Quantitative Developer (current)

On-Chain Copy Trading. Jan 2025 - Present

```text
Built and run a live automated copy-trading service for Solana memecoins, detecting tracked wallet buys and executing through Jupiter with a 4.5s entry latency. Backtested entry and exit rules over 271 trades, improving mean return per trade to +18.9% with partial take-profit and wallet-linked exit.
```

Skills: Python, Jupiter, Helius, Systemd, Linux-VPS, Backtesting, Risk-Management, Solana, On-chain-Data

### DeFi Liquidity Provision and LP Analytics (current)

Uniswap V4, Meteora DLMM. Jan 2025 - Present

```text
Run concentrated liquidity positions on Uniswap V4 and Meteora DLMM, screening pools on TVL, volume, fee tier, and age with impermanent loss modeling. Built LP Score to rank liquidity wallets by ROI and drawdown, and LP Watch for low-latency alerts and mirror bots.
```

Skills: Python, Node, PostgreSQL, Uniswap-V4, Meteora-DLMM, Solana, EVM, Liquidity-Provision, Impermanent-Loss-Modeling

### LLM-Based Agentic Exploration Researcher

KAIST. Jan 2026 - Jan 2026

```text
Developed an LLM-based agentic exploration system for robot navigation and manipulation with skill orchestration, using ROS on a real mobile manipulator. Added a confidence gate to a vision-language planner, reducing inference per decision from 73s to 16s in a pilot run.
```

Skills: ROS, YOLOv11, LLM-Agents, Python, PyTorch, MuJoCo, Gazebo, Robot-Navigation, Manipulating

## Education

### Korea Advanced Institute of Science and Technology (KAIST)

Master of Science, Electrical Engineering. 2024 - 2026

```text
Master of Science in Electrical Engineering with coursework in deep learning, robot control, and advanced linear stability. Thesis on closed-loop battery discharge control using an IMC-tuned PID with a dV/dt stopping rule.
```

### Institut Teknologi Sepuluh Nopember (ITS Surabaya)

Bachelor of Science, Electronics Engineering. 2019 - 2023. Grade: 3.72/4.00

```text
Bachelor of Science in Electronics Engineering with a focus on Control System Engineering. Graduated with honors and a GPA of 3.72/4.00; thesis on a missile guidance simulator in C++.
```

## Tech stack

- Pandas
- PostgreSQL
- Node.js
- Python
- C++
- MATLAB
- PyTorch
- asyncio
- Linux
- Git
- SQL
- Solana
- MuJoCo
- Gazebo

To contact Trio, message them from this profile with a Himalayas employer account: [Hire on Himalayas](https://himalayas.app/hire).

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