Developed MVP and Productization Roadmap

📅 2025-07-09 — Session: Developed MVP and Productization Roadmap

🕒 20:55–21:10
🏷️ Labels: Python, Fastapi, MVP, Data Pipeline, Ui Development
📂 Project: Dev
⭐ Priority: MEDIUM

Session Goal

The session aimed to refine a Python function for data processing, develop a roadmap for UI control and cloud deployment, and plan for a Minimal Viable Product (MVP) development.

Key Activities

• Refined filter_top_candidates Function: Improved the function to filter and group candidates by score with configurable limits.
• Productization Roadmap: Outlined a staged roadmap for transforming a backend pipeline into a UI application, including development, packaging, and cloud hosting phases.
• 5-Hour MVP Development Plan: Created a structured plan for developing an MVP using FastAPI and React, with a detailed hour-by-hour breakdown.
• Data Model and Directory Structure: Planned a data model and directory structure for a job query pipeline.
• Lean Job Discovery App Design: Designed an app for job discovery, detailing core features and development timeline.

Achievements

• Successfully refined a key data processing function.
• Developed comprehensive roadmaps and plans for productization and MVP development.

Pending Tasks

• Implement the refined filter_top_candidates function in the existing codebase.
• Begin execution of the MVP development plan and productization roadmap.