Technical Lead (Python / AI Systems)

I am building an early-stage system focused on analyzing audio and video data (classroom / interaction analysis).

The goal is not theoretical AI, but a working prototype that:
- processes audio/video input
- detects speech and activity
- derives simple patterns
- produces structured output for further analysis

I’m looking for a strong technical thinker who can:
- translate high-level ideas into concrete system architecture
- make pragmatic technical decisions (tools, libraries, structure)
- break down work into clear tasks for a developer
- review and guide implementation
- focus on getting something working (stepwise going for perfection and increasing complexity)

Your role:
- define the system architecture (input → processing → output)
- select and validate tools (e.g. Whisper, diarization, OpenCV, etc.)
- structure the pipeline and data flow
- write clear technical tasks/specs
- guide and review the work of 1 developer (offshore)
- act as a sparring partner for technical decisions

Profile:
- strong experience with Python backend and/or data pipelines
- experience building real systems (not only notebooks or experiments)
- experience with APIs (FastAPI / Flask)
- experience with audio/video processing is a strong plus
- familiarity with integrating AI tools (not necessarily training models)
- independent, critical, and structured thinker

Practical:
- freelance / part-time (5–10 hours per week)
- remote
- start asap

This is not a pure development role. I’m specifically looking for someone who can think, structure, and guide, not just execute.

To apply please include:
- relevant experience (with concrete examples)
- how you would approach building such a pipeline (short, structured)
- availability