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Venti Technologies - Autonomous Driving Data Analysis Intern

Singapore2d ago

In Office Intern APAC Artificial Intelligence Robotics Intern Data Science Intern Data Analysis Linux Python Ubuntu SQL FastAPI Flask Django Vue.js React Git Docker

Requirements

• students studying BS, MS, or PhD in Computer Science, Software Engineering, Robotics, or a related field. • Solid Python programming skills and comfort working in a Linux/Ubuntu environment. • Basic knowledge of SQL and database concepts. • Strong logical thinking, a passion for autonomous driving, and a fast learner. • Basic experience with backend web development (e.g., FastAPI, Flask, Django). • Basic understanding of frontend development (e.g., React, Vue.js) or visualization tools. • Curiosity about or basic experience with Large Language Models (LLMs) or AI Agents. • Familiarity with Git and Docker. • We are looking for students with ability to commit to 4-6 months internship with us! • We also offer world-class benefits, fantastic culture, flexible working arrangements, and a great international working environment. Come and join us! Come change the world!

Responsibilities

• AV Scenario Data Mining: Assist in analyzing and extracting critical driving scenarios and edge cases from vehicle log data (e.g., sensor feeds, speed, trajectories). • AV Scenario Data Mining: • Data Pipeline Support: Help build and maintain automated scripts (ETL) to parse, clean, and organize massive amounts of test data. • Data Pipeline Support: • Internal Tool Development: Assist in maintaining and developing basic features for our internal web dashboards (e.g., visualizing test metrics or scenario statistics). • Internal Tool Development: • AI Agent Exploration: Under the guidance of your mentor, explore using AI agents/bots to perform automated data analysis and assist in scenario generalization. • AI Agent Exploration: