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| complete the following task with sour code, explanation and referencs if available. | |
| Overview: | |
| At REM Waste, we’re building intelligent tools to automate real hiring decisions. As part of your interview, we’d like you to complete a practical challenge that reflects the kind of work you’ll be doing here—solving real-world problems using AI tools. | |
| Challenge Task: | |
| Objective: | |
| Build a working script or simple tool that can do the following: | |
| 1. Accept a public video URL (e.g., Loom or direct MP4 link). | |
| 2. Extract the audio from the video. | |
| 3. Analyze the speaker’s accent to detect English language speaking candidates. | |
| 4. Output: | |
| - Classification of the accent (e.g., British, American, Australian, etc.) | |
| - A confidence in English accent score (e.g., 0-100%) | |
| - A short summary or explanation (optional) | |
| This tool will be used internally to help evaluate spoken English for hiring purposes. | |
| What We're Looking For: | |
| Top Priority: | |
| - Practicality – Can you build something that actually works? | |
| - Creativity – Did you come up with a smart or resourceful solution? | |
| - Technical Execution – Is it clean, testable, and logically structured? | |
| You’re free to use any tools or languages you’re comfortable with (Python, JavaScript, no-code tools, open-source APIs, etc.). | |
| Deliverables: | |
| - A working script, notebook, or small app (CLI, Streamlit, Flask—your choice) | |
| - Deploy it somewhere with simple UI so it can be tested by clicking the link | |
| - You can submit your work [72 hours from the receipt of this email] via this form: https://forms.gle/PTdcsAUGCKUi1BKP6. | |
| Time Expectation: | |
| This task is unpaid, so please don’t spend more than 4–6 hours. We’re looking for working proof-of-concept, not perfection. If you already have something similar, feel free to repurpose or expand it. | |
| Evaluation: (Pass/Fail Screening) | |
| Area | |
| Must-Have for Pass | |
| Notes | |
| Functional Script | |
| Yes | |
| Must run and return accent classification | |
| Logical Approach | |
| Yes | |
| Uses valid methods for transcription + scoring | |
| Setup Clarity | |
| Yes | |
| Clear README to test it | |
| Accent Handling (English) | |
| Yes | |
| Only English accents are needed | |
| Bonus: Confidence Scoring | |
| Optional | |
| Points for extra polish or creativity |