Looking for a job

Trio Widianto

@triowidianto

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

Indonesia

Message

What I'm looking for

I’m open to remote work or relocation.

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

Work history, roles, and key accomplishments

Current

Independent Quantitative Developer

Current

On-Chain Copy Trading

Jan 2025 - Present (1 year 10 months)

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.

Python Jupiter Helius Systemd Linux VPS Backtesting Risk Management Solana On chain Data

Current

DeFi Liquidity Provision and LP Analytics

Current

Uniswap V4, Meteora DLMM

Jan 2025 - Present (1 year 10 months)

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.

Python Node PostgreSQL Uniswap V4 Meteora DLMM Solana EVM Liquidity Provision Impermanent Loss Modeling

LLM-Based Agentic Exploration Researcher

KAIST

Jan 2026 - Jan 2026 (0 months)

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.

ROS YOLOv11 LLM Agents Python PyTorch MuJoCo Gazebo Robot Navigation Manipulating

Education

Degrees, certifications, and relevant coursework

Korea Advanced Institute of Science and Technology (KAIST)

Master of Science, Electrical Engineering

2024 - 2026

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

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++.