You will get Custom Python + API Data Collection Tool to Automate Your Research
Project details
You will get a working Python tool that automatically pulls data from an API and organizes it into a clean, ready-to-use CSV file — saving you hours of manual searching, checking, and copying.
With 26 years as a firmware design engineer at a precision equipment manufacturer, I've learned to work from clear specifications and verify that everything performs exactly as intended. I bring that same discipline to automation: I define requirements clearly, use AI tools (Python, APIs) to build and test the implementation, and confirm results before delivery — rather than just generating code and hoping it works.
As an example, I built a tool using the YouTube Data API to collect video data (title, views, likes, comments, description) from multiple channels or keyword searches, based on conditions set in Excel. The output feeds directly into AI tools like NotebookLM for further analysis.
I work with APIs I have direct experience with, and available data fields depend on what the target API provides.
Note: English is not my first language, so I communicate primarily in writing to ensure clarity and accuracy.
Let's talk about what data you need, and I'll scope out what's possible.
With 26 years as a firmware design engineer at a precision equipment manufacturer, I've learned to work from clear specifications and verify that everything performs exactly as intended. I bring that same discipline to automation: I define requirements clearly, use AI tools (Python, APIs) to build and test the implementation, and confirm results before delivery — rather than just generating code and hoping it works.
As an example, I built a tool using the YouTube Data API to collect video data (title, views, likes, comments, description) from multiple channels or keyword searches, based on conditions set in Excel. The output feeds directly into AI tools like NotebookLM for further analysis.
I work with APIs I have direct experience with, and available data fields depend on what the target API provides.
Note: English is not my first language, so I communicate primarily in writing to ensure clarity and accuracy.
Let's talk about what data you need, and I'll scope out what's possible.
Data Tool
PythonWhat's included
| Service Tiers |
Starter
$50
|
Standard
$100
|
Advanced
$150
|
|---|---|---|---|
| Delivery Time | 7 days | 10 days | 14 days |
Number of Pages Mined/Scraped | 50 | 200 | 500 |
Number of Sources Mined/Scraped | 1 | 5 | 10 |
Number of Revisions | 0 | 1 | 2 |
Optional add-ons
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Additional Revision
+$18Frequently asked questions
About Osamu
AI-Powered Business Automation & Workflow Efficiency | 26yrs Precision
Takasaki, Japan - 3:53 am local time
Why my background matters:
- 26 Years of Precision Engineering: I've spent my career as a firmware design engineer for precision equipment, where every specification must be understood exactly and every process must work reliably. I bring that same rigor to designing automation workflows — not just "AI wrote some code," but a system where I define the requirements, use AI tools (Python, n8n, APIs) to build and test the implementation, and verify it actually works as intended.
- Real Tools, Real Use: I built a YouTube data collection tool (Python + YouTube Data API) that gathers video metadata across multiple channels, exports it to CSV, and feeds it into AI tools like NotebookLM for cross-video analysis — solving my own research bottleneck. I'm currently expanding into workflow automation using n8n for data pipelines and API integrations.
- Published Author & AI Practitioner: I published 30 Kindle books in 3 months by building a high-speed AI-assisted research and writing workflow. Content drafted with ChatGPT is cross-checked by presenting it to multiple different AI models — including Claude, Gemini, and Copilot — comparing their responses to verify factual accuracy.
- Upwork Certified "Clear Communicator": Officially recognized by Upwork for bringing structure and clarity to every project.
What I can do for you:
- Business Process Automation: Identify repetitive manual tasks and design AI/API-driven workflows to eliminate them (data collection, CSV/spreadsheet processing, reporting).
- Workflow Design with n8n: Connect APIs, spreadsheets, and AI tools into automated pipelines.
- AI-Assisted Development: I work with AI coding tools (Claude, ChatGPT) to design, build, and refine automation scripts — I focus on defining the right requirements and verifying real-world results, not just generating code.
- Japanese Market Research & Fact-Checking: Accurate research and verification of Japanese-language sources, technical information, and market data.
If you're drowning in repetitive manual work and want to explore whether it can be automated, let's talk.
Steps for completing your project
After purchasing the project, send requirements so Osamu can start the project.
Delivery time starts when Osamu receives requirements from you.
Osamu works on your project following the steps below.
Revisions may occur after the delivery date.
Confirm requirements and data source
I review your target platform, required data fields, and search conditions to confirm the project is technically feasible within the target API's specifications and limits.
Build the data collection script
I develop a Python script that connects to the API and retrieves the specified data based on your conditions.