Mayowa Ogedengbe -- Signal

LAT 06.52N
LON 003.37E
ALT 00042M

SIGNAL STATION ONLINE

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-- SIGNAL MAP

Every project.
Mapped by signal type.

Each cluster is a category of work. Click one to explore the projects inside, from scraping to pipelines to dashboards.

MOVE YOUR CURSOR TO TUNE THE FREQUENCY

-- MISSION LOG

OPERATOR PROFILE
 MISSION Detect signal in data noise 
 OPERATOR Mayowa Ogedengbe 
 BASE Lagos, Nigeria [Remote] 
 BACKGROUND Environmental Systems 
 INSTRUMENTS Python, Apify, Playwright, SQL, Airflow 
 SECONDARY LLMs, Docker, Bash, GIS, Streamlit 
 ACTIVE SINCE 2021 
 STATUS RECEIVING 

I was trained to read
ecosystems before data.

My degree is in Environmental Management and Toxicology. That field trains you to trace contamination pathways through complex systems, extract meaningful signal from noisy field data, and understand that everything is connected. I brought that thinking into data engineering.

Most engineers write scrapers. I design systems. The difference is whether the pipeline keeps running at 3AM when a target site changes its structure and your client needs the data by morning.

I think end-to-end. From the source that has never been touched, through extraction, transformation, enrichment, and delivery. The whole orchestra. Every instrument in tune.

LIVE TOTALS FROM THE PROJECT ARCHIVE, ACTOR STORE, AND LOGS

13

Total projects shipped

5

Years building end-to-end

2

Apify actors in store

1

Logs published

-- INSTRUMENTS

What I run for you

The project archive clusters into four core services: reliable data capture, cleaner prospect intelligence, validation-heavy automation, and reporting that helps clients make decisions faster.

CH-01

5 shipped extraction builds

Scraper systems and Apify actors

Production scraping workflows for JavaScript-heavy sites, directories, listings, and PDFs. Built to keep delivering structured data when the source shifts.

CH-02

Lead gen and market research

Lead intelligence and source mining

Prospect datasets for outreach, market mapping, and property research with the fields teams actually use, from verified contacts to business context.

CH-03

2 automation case studies

Validation and enrichment pipelines

Extraction paired with LLM-assisted review, classification, cleanup, and traceability so large datasets arrive usable instead of raw and noisy.

CH-04

4 analytics and modeling builds

Dashboards and decision support

KPI layers, operational dashboards, and scoring systems that turn collected data into something a client can monitor, explain, and act on quickly.

-- LIVE FEED

Station is active.

-- INSTRUMENT STACK

What the station runs on.

PythonApifyScrapyBeautifulSoupPlaywrightSeleniumAsyncioPandasNumPyScikit-learnFlaskStreamlitPostgreSQLSQLOpenRouterAirtableGoogle Sheets APIGitBashQGIS

-- THE LOGS

Decoded transmissions.

ALL LOGS

[FREQ-001] 2026-04-11 

The Future of Data in a World of Agentic Systems

Why the next chapter of data work is less about storing information and more about building context that software can act on responsibly.

#data#agentic-systems#ai#pipelines#automation

-- ACTOR STORE

Ready-to-run Apify products.

Ready-made actors for pricing intelligence, product monitoring, and repeatable collection workflows, with purchase handled directly on Apify.

[ACT-01]

Jumia Price Intelligence

NEW See pricing on Apify

Collect Jumia product and pricing data for market tracking, competitor monitoring, and e-commerce intelligence workflows.

BUY ON APIFY

[ACT-02]

Google Maps Review Intelligence Analyzer

NEW See pricing on Apify

AI-powered review analysis. Turn reviews from Google Maps, Yelp, TripAdvisor, or any source into sentiment scores, topic breakdowns, reputation reports, and actionable business insights.