Sreejith Sreekumar

👨‍💻 Developer with interest in business of software
🚀 Built products which are used by @Microsoft, @Intel and others
⚙ Founder @SysNucleus, @WebHarvy

[Sreejith Sreekumar @sreejithsin]

Every LLM, local or cloud, has the same building blocks:
🧠Weights: The model's learned knowledge.
🔤Tokenizer: Converts text into tokens.
⚙️Inference engine: Software that runs the model
🚀Kernels: Tiny, optimized math routines (matmul, attention, etc.) that run on CPUs/GPUs.

[Sreejith Sreekumar @sreejithsin]

Was reading about Bonsai 27B, which can run on a phone, and came to know about LLMs with ternary weights (-1, 0, 1) which can apparently still produce reasonable performance (~90% of full-precision quality, per PrismML). TIL.

[Sreejith Sreekumar @sreejithsin]

The step most skip before vibe coding!

https://t.co/f1JkyGhVzq

[Sreejith Sreekumar @sreejithsin]

Building a web scraper in Python has now become super easy using the Crawl4AI library.
- fetch page content in HTML or markdown format
- filter content using CSS selectors
- use JavaScript for pagination - Use LLMs for structured data extraction

https://t.co/5JMmIsohTV

[webharvy @webharvy]

Learn how to scrape NFT data from marketplaces like https://t.co/rOGMd8f8VW and https://t.co/2fx2ljWPdR using #WebHarvy

https://t.co/991s7RjmGr

[Sreejith Sreekumar @sreejithsin]

@sysnucleus / @webharvy mentioned in

https://t.co/MKlE3PNbqe

#webscraping #webharvy #webscraper

[Sreejith Sreekumar @sreejithsin]

See @webharvy amongst best Web Scraping Blogs selected at https://t.co/yriHzxVi4c

#webscraping

[Side Projectors @sideprojectors]

Side project showcase - check out GrabContacts - Email lead generation made as simple as search - https://t.co/EbVlRvwFE3 @sideprojectors #sideproject #makers #entrepreneur #grabcontacts

[webharvy @webharvy]

Build your own Crypto Price Tracker

https://t.co/yrgxWxIJIZ

#cryptocurrency #pricetracking #webscraping

[webharvy @webharvy]

What's new in WebHarvy 5.3 ?

https://t.co/mkj27oC8QX

#webharvy #webscrapingsoftware #dataextraction #webscraping

[webharvy @webharvy]

WebHarvy’s new user interface https://t.co/wSdRKwcxLH https://t.co/HQVgfSIP39

[Sreejith Sreekumar @sreejithsin]

@sajith yes, cooking a client which groups tweets by sender :)

[Sreejith Sreekumar @sreejithsin]

hello world !

[Sreejith Sreekumar @sreejithsin]

Eventhough #Win8 metro UI for PC has drawn a lot of criticism the ability to run tablet style apps like twitter/pulse etc is great !

[Sreejith Sreekumar @sreejithsin]

Pokki (app) solves the start button miss in Windows 8

[Sreejith Sreekumar @sreejithsin]

So its true that the desktop mode windows in win8 are so flat that they look like win1.0

[Sreejith Sreekumar @sreejithsin]

@sajith Jeff Atwood is to be blamed for his blog post. That's how I ordered it, but eBay failed to deliver. Tried the apple one?

[Sreejith Sreekumar @sreejithsin]

Finished reading 'The last lecture' by Randy Pausch.

[Sreejith Sreekumar @sreejithsin]

@dips18in its the age factor which makes them cry for his retirement. Wud love to hear his reply with the bat.

[Sreejith Sreekumar @sreejithsin]

@dips18in No, on my galaxy nexus.