AI/ML Researcher @ NTU Singapore
Computer Vision · LLM Systems · Agentic AI
Building research-driven AI systems with a bias toward robust engineering, open-source contribution, and practical deployment.
I am an AI/ML researcher pursuing an M.Sc. in Electrical & Electronic Engineering at NTU Singapore, where I also earned my B.Eng. in the same field. My interests sit at the intersection of object detection, multimodal intelligence, LLM systems, and agentic workflows, with a strong preference for building systems that are both technically interesting and operationally useful.
Algorithm Research Engineer Intern · Jul 2025 – Dec 2025
Worked on computational photography, LLM inference systems, embodied AI, and agentic driving systems. Contributed across RGB-to-RAW reconstruction, KV cache optimization on Ascend 910B, VLA/RAW-to-action training, and end-to-end agent stack migration for autonomous driving workloads. Outstanding R&D Contribution Award (team)
Chip Verification Engineer Intern · Dec 2022 – Jul 2023
Built Tcl/Python automation tools to optimize verification workflows and reduce qualification runtime by about 33%. Worked closely with chip design engineers on qualification experiments and faster issue identification during RTL bring-up.
| Project | Description | Stars |
|---|---|---|
| oc-loop | Resumable loop plugin for opencode with /oc-loop and /oc-watch, designed to make iterative agent workflows more persistent and practical. |
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| ai-interview-agent | AI-powered interview preparation agent with structured questioning, feedback loops, and technical interview simulation. |  |
| Paper-Reader | Hierarchical multi-agent academic paper analysis system with an interactive web interface for reading and summarizing research papers. |  |
| Freeway | Open-source gateway aggregating free LLM APIs behind one local, OpenAI-compatible endpoint. |  |
| Project | Description | Stars |
|---|---|---|
| paperclip | Open-source orchestration for zero-human companies. |  |
| MiniCode | A lightweight terminal coding assistant with Claude Code-like workflow and TUI architecture. |  |
| investing-algorithm-framework | Framework for developing, backtesting, and deploying automated trading algorithms and trading bots. |  |
- Email: diaoshengjia@gmail.com
- LinkedIn: linkedin.com/in/shengjia-diao-800964222/