Heshan Sanjuka

Founder of
Social Intel - Aggregator -

[Heshan Sanjuka @hexsyro]

100+ premium datasets across Reddit, YouTube, GitHub & Medium.

Reddit threads, GitHub repos, YouTube videos & Medium articles — pre-processed with sentiment scores, topic tags, and engagement signals.

• Daily pipelines (Playwright + anti-detection)
• S3 streaming downloads
• CSV / JSON / JSONL / Parquet
• REST API (no SDK needed)

Free samples (no signup) + free datasets under 500 records.

Don’t see what you need?
We can collect, clean, and deliver custom datasets in days.

→ https://t.co/jzcw3iPAbg

[Heshan Sanjuka @hexsyro]

Pulse Aggregator 2.0 Official Release,
Coming Soon!
https://t.co/iqpmqqwBfP

[Heshan Sanjuka @hexsyro]

Social Intel 2.0 Official Release,
Coming Soon!
https://t.co/MveFLelMJc

[F.O.L.A @folaoftech]

When a backend developer touches CSS 😂

[Heshan Sanjuka @hexsyro]

Just dropped Anti-Blocking Web Scraper for Playwright Python — a ready‑to‑run Playwright setup pre‑configured to bypass common anti‑scraping protections.

Check it out:
https://t.co/paqr7y85y0

#Playwright #WebScraping #Cybersecurity #OSINT #DevTools

[Heshan Sanjuka @hexsyro]

PulseAggregator scaled: From 250+ sources to 1,000+ sources in 2 months!

BBC → Reuters → Guardian → TechCrunch → 975+ more.

4-tier RSS + Playwright fallback now handles 100K+ articles/week with 99.9% uptime.
Volume → Value.
#WebScraping #ETL #BuildInPublic

[Heshan Sanjuka @hexsyro]

Social Intel update: Went from 4 platforms to 79 platforms!

Reddit → YouTube → GitHub → Medium → 75+ more.

Production ETL now delivers sentiment, emotions, financial signals, virality scores across all.
Scale compounds.
#WebScraping #DataEngineering #BuildInPublic

[Heshan Sanjuka @hexsyro]

Building Social Intel - production ETL pipeline scraping 75+ social platforms → clean datasets with sentiment, emotions, financial signals, virality scores.
Drop-in ready for AI training & analytics.
#WebScraping #DataEngineering #Python

[Heshan Sanjuka @hexsyro]

PulseAggregator live: 1,000+ news sources → deduplicated articles → full-text search + keyword alerts.
FastAPI + PostgreSQL + Next.js. 100K+ articles/week, 99.9% uptime.
Media monitoring that actually works.
#ETL #FastAPI #Playwright

[Web Security Academy @WebSecAcademy]

Here's how to deliver reflected XSS through a HTTP request smuggling vulnerability! 👇

Try this Practitioner lab now: https://t.co/7PTUqvwHSd

[Kunal @kunal_twts]

I wonder how hard it was before API came to be 😂

[Amanpreet Singh @apsdehal]

This is bigger than it seems for the AI agents.

S3 Files lets you mount any S3 bucket as a native NFS on any container or lambda with ~1ms latency via EFS under the hood.

Why it matters for agents: no more copying data or bridging object <-> file abstractions. Agents can now read/write S3 directly as a mounted filesystem. Multiple agents can share the same mount with close-to-open consistency. Long-term storage becomes the same as the short-term storage.

Agent runtime bootstrap and teardown become trivial and instant while your data stays durable in S3 with auto bi-directional sync.

[Heshan Sanjuka @hexsyro]

free custom datasets for pro users

[Heshan Sanjuka @hexsyro]

100+ premium datasets across Reddit, YouTube, GitHub & Medium.

Reddit threads, GitHub repos, YouTube videos & Medium articles — pre-processed with sentiment scores, topic tags, and engagement signals.

• Daily pipelines (Playwright + anti-detection)
• S3 streaming downloads
• CSV / JSON / JSONL / Parquet
• REST API (no SDK needed)

Free samples (no signup) + free datasets under 500 records.

Don’t see what you need?
We can collect, clean, and deliver custom datasets in days.

→ https://t.co/jzcw3iPAbg

[Heshan Sanjuka @hexsyro]

Step by step roadmap guide to becoming an AI and Data Scientist in 2026 https://t.co/KzI4TpRb1w

[Heshan Sanjuka @hexsyro]

@adityadotdev I always run a bash script called https://t.co/B4g8Pezoyg

git add .
git commit -m "new update"
git pull --rebase origin main
git push origin main --force

[Heshan Sanjuka @hexsyro]

As a fullstack Dev I do Python and Next.js

[Nalin @nalinrajput23]

as a developer , which one do you prefer ?

[DROID @droidbuilds]

how did github build github without github?

[Heshan Sanjuka @hexsyro]

accurate as hell

[Abhishek B R @abhitwt]

how your code works in localhost and in production😭

[Heshan Sanjuka @hexsyro]

If you’re working with data, AI, or research:

This can save you hours of manual work.

→ https://t.co/UqwBcMNR0x

[Heshan Sanjuka @hexsyro]

Need a dataset that isn’t listed?

I can collect, clean, and deliver custom datasets in a few days.