The Ministry of Human Resources and Emiratisation (MoHRE) has called on private sector companies in areas most impacted by the exceptional weather conditions forecasted for the UAE to take precautions in outdoor work environments where it is difficult to suspend operations,…

Well, well, well. That felt coordinated. Turns out it was.

Opportunity for ML Engineers in Lahore ! lnkd.in/gBDG9YC6

Immaculate results by Emirates after such turbulent times.

Having faith in a bright future, being prepared for it and working towards it aggressively has generated exponential results.

Congrats to the leadership and all colleagues, a great day of pride…lnkd.in/d9rDsb-q

Interesting points here -

To make a LLM really beneficial for a business use case - you’ll have to train it on the right data..

I’ve seen other GPT models you can clone and deploy on your own machines which can further be trained on industry / use case…lnkd.in/gmVGdUUS

#Leadership - High / Low context cultures (does come in handy working in an organization with 160 nationalities !)

𝟭𝟲𝟬 𝗡𝗮𝘁𝗶𝗼𝗻𝗮𝗹𝗶𝘁𝗶𝗲𝘀
Yes, The 𝗘𝗺𝗶𝗿𝗮𝘁𝗲𝘀 𝗚𝗿𝗼𝘂𝗽 employs 160+ nationalities across all regions, making it the 2nd m…lnkd.in/dpWNFqhQ

#MachineLearning gone bad ! lnkd.in/d92_ZAyd

Democratizing GPT - Run a GPT model locally on your MacBook !

With GPT4All, a new 7B LLM based on LLaMa can be cloned from their GitHub repo and used on your local Mac machine !

It's completely open source: You can access to demo, data, and code to trai…lnkd.in/dvWfYV8q

Go slow to deliver faster.. Here's how

All software projects are a race against time, and teams tend to do the bare minimum to go faster. In doing this, they end up repeating a lot of activities manually.

Automating them would certainly take time initi…lnkd.in/dzW2_cXH

Ramadan Kareem ! lnkd.in/dVqF6A3K

If you are looking for an experienced recruiter with exposure to closing 100s of tech positions across geographic locations - here is a profile you don’t want to miss.

#TechHiring #RecruitmentCareers lnkd.in/dmyqR599

DataOps is all about having a feedback loop across different stages of solution's delivery.

Requirements stage - Share the team's common understanding with business users and define acceptance tests

Implementation stage - Regress on old functionality to…lnkd.in/dDjewRr7

'𝗢𝘂𝗿 𝗔𝗜 𝘁𝗼𝗼𝗹 𝘄𝗶𝗹𝗹 𝘄𝗿𝗶𝘁𝗲 𝗔𝗟𝗟 𝗱𝗮𝘁𝗮 𝗾𝘂𝗮𝗹𝗶𝘁𝘆 𝗿𝘂𝗹𝗲𝘀 𝗳𝗼𝗿 𝘆𝗼𝘂'... Heard that before❓ IMO - no such thing CAN exist (yet)..

This came up indirectly in a round table discussion at Data 2030 Summit MEA last week.

Let's…lnkd.in/dJHnBPfk

📣 Utopian world of software delivery does NOT exist ANYWHERE - My conclusion from interaction across industries for a decade.

One would assume leading brands of our industry would have everything figured out, the truth cannot be any further.

Every orga…lnkd.in/dmNHcN8t

Amazing panel conversation on implementing data governance by Jonathan Sunderland , David Dadoun , Gautam V. and Armin Kech.

Lots of notes from that, top 3 for me:

> Metadata is like a label on the water bottle, remove the label and people wouldn’t want…lnkd.in/dNhfuw4c

Cery insightful conversation from Adrian Hillcoat on building knowledge graphs on metadata for data assets and how they help the data strategy.

Data 2030 Summit MEA lnkd.in/dzj-QC5n

Try to incorporate data marketplace in your data strategy - Amazing talk from Maria Ana Amaral Liz at Data 2030 Summit MEA on Data strategy.

Few takeaways for me were:

Data strategy is a business strategy first.
- Even most content on data strategy do…lnkd.in/d3SBV5rk

Understand what thedata is saying - Don't go looking for what you want it to say!

#CognitiveBias #DataDrivenDecisionMaking lnkd.in/dtUZrDAR

One of the most limiting factor to deliver analytics solutions is the data infrastructure.

Management gets hyped very quickly about launching ML initiatives, without enough consideration of the data architecture and infrastructure.

Teams jump on doing s…lnkd.in/dX5kK2kS

📌 A reminder on effective ML algorithms are a product of 𝒑𝒖𝒓𝒑𝒐𝒔𝒆 𝒇𝒊𝒕 𝒅𝒂𝒕𝒂 𝒔𝒆𝒕𝒔 and 𝒆𝒏𝒐𝒖𝒈𝒉 𝒊𝒕𝒆𝒓𝒂𝒕𝒊𝒐𝒏𝒔.

Let's unpack that - illustrating the 'iterative' nature and dependency on data set used.

🔹 Prepare the data set fo…lnkd.in/dekRy33M