01AI AGENT
R&D efficiency daily assistant
A technical-daily assistant for R&D teams: Git commit analysis, industry-news filtering, evidence traceability and rule validation.
View on GitHub ↗AI AGENT · AI INFRA · ROBOTICS
Build useful
systems for the real world.
I am determine (@determine123), a Mechanical Engineering master's student at Shanghai Jiao Tong University with a background in Artificial Intelligence at Chengdu University of Technology.
My current focus is turning large-model ideas into reliable systems: AI Agents, RAG, tool calling, AI infrastructure, robotics, and intelligent control.
AGENTBUILD · SHIP · LEARN
LLM
TOOLS
ROBOTICS
31°14' N
121°29' E
121°29' E
AI AGENT · RAG · TOOL CALLING · LLM APPLICATION · AI INFRA · ROBOTICS · CONTROL ·
01 / NEWS
Learning in public,
one iteration at a time.
2026.09NOW
Beginning my M.Eng. at Shanghai Jiao Tong University
Mechanical Engineering · connecting AI, control and real-world systems.
2026.08WORK
Started an AI Agent / LLM application internship in Shanghai
Working around large-model applications while continuing my AI Infra study path.
2026.03 — 08ITERATE
Six months of internship exploration
About 2,000 applications, three to four interview rounds, across algorithms, data, AI control and robotics.
02 / WORK
From notes and experiments
to working software.
02AI INFRA
Learning the inference stack
Recording a practical path through inference systems, AI infrastructure, cost awareness and the engineering details behind LLM applications.
6+MONTHS OF CONSISTENT BUILDING
03 / PROJECTS & NOTES
Learning is not collecting.
It is shipping.
A small selection of systems, study notes and experiments I am building in public.
LLM + TOOLS + MEMORY + PLANNING
From the basic Agent loop to ReAct, prompt design, RAG and tool calling.
RAG
TOOLS
EVAL
AI INFRA / INFERENCEInference, serving, observability, cost engineering and systems around modern AI.
04 / EDUCATION
Grounded in mechanics,
curious about intelligence.
2026.09 — 2029.03CURRENT
Shanghai Jiao Tong University
M.Eng. in Mechanical Engineering · Shanghai, China
2022.09 — 2026.06ALUMNI
Chengdu University of Technology
B.Eng. in Artificial Intelligence
05 / SKILLS & PROFILE
Keep the curiosity.
Keep the receipts.
INTERESTSAI Agent · LLM applications · RAG · AI Infra
FOUNDATIONPython · data structures · LeetCode · system thinking
ADJACENTRobotics · reinforcement learning · intelligent control
LANGUAGEChinese native · English CET-6 585
TOOLKIT
06 / OPEN SOURCE
Open notes,
reusable work.
Public repositories are where I turn learning into artifacts that other people can inspect, reuse and improve.