u/Dangerous_Government

I am going to talk about one of the biggest lies being sold everywhere, especially to freshers. That lie is called the Data Analyst job role.

Nowadays, people think data analytics is an easy field to get into and requires very little coding knowledge. This half-knowledge is being sold worldwide. Yes, it requires less coding compared to software development, but it still needs knowledge of Python, SQL, Power BI, Excel, and most importantly — communication skills.

Until and unless you can communicate your findings properly, your technical skills are useless. You need to have a good command of English and know how to present insights clearly.

Another thing I feel is misleading is the “AI/ML Engineer” role. Most companies ask for at least 2–5 years of experience. But how is a fresher supposed to have that much experience? Common sense says they can’t.

Also, this field really boomed after 2021, so expecting freshers to already have years of industry-level experience feels unrealistic and overly ambitious from companies.

Maybe you think I’m just ranting, or maybe you think I’m not competent enough or not hireable enough. But honestly, look at other tech roles like software engineering, manual testing, backend, or frontend development.

Companies hire freshers there, train them properly, and make them workable enough for the job. Eventually, the employee works long enough to cover the training cost anyway.

So why can’t companies do the same for AI/ML or Data Analytics roles? Why not train freshers and make them industry-ready instead of expecting experience from day one?

Maybe I lack some corporate or market knowledge, and I’m open to hearing experienced opinions on this.

Or maybe… a referral would also work 😂

TL;DR:

People are selling Data Analytics as an “easy” career path, but it still requires technical skills and strong communication. At the same time, AI/ML roles demand unrealistic experience from freshers, while companies in other tech domains still hire and train beginners properly.

I have a Sony Bravia 2 M2 (S25M2) TV and I’m unable to watch some content in proper full screen.

I tried changing the aspect ratio / picture mode settings, but the option is greyed out so I can’t change it at all. I’m talking about the TV apps/content itself, not any setup box or external device.

What’s confusing is:

• YouTube videos play perfectly in full screen.

• Some Netflix/Apple TV+ content also fills the screen.

• But most movies show black bars at the top and bottom.

Example: “F1: The Movie” trailer on Apple TV+ plays in full screen, but the actual movie has black strips above and below.

So I’m not sure if:

• This is intentional because of the movie’s aspect ratio,

• Sony is locking the zoom/aspect settings for streaming apps,

• Or there’s some hidden setting I’m missing.

Has anyone faced this on Sony Bravia TVs? Is there any way to force fullscreen for streaming apps like Apple TV+ or Netflix?

Purchase Date : February 2026

Model : Bravia 2 II S25M2 (K-55S25M2 IN5)

Make : 2025

So... I’ve been on a fragrance journey... or should I say fragrance side quest 😏😂

Till now I’ve used:

• CDNIM

• Lattafa Asad

• Wildstone Edge

• Wildstone Ultra Sensual

• Wildstone Steel

• Wildstone Titanium

• Wildstone Iridium

• Wildstone Gold

• Wildstone Platinum

• Ameer Al Oud Khas

• Whisky Smoke

(Yes... I know... Wildstone shareholder lag raha hu 💀)

Now the problem is... I belong to Mumbai 🌴🥵💦

Humidity here eats perfumes for breakfast.

4-6 sprays lagao... building se neeche utro... gone. Vanished. Missing person report filed.

So now I’m thinking of going to Amir & Sons and buying roll-on oils / custom perfumes because maybe oil survives Mumbai better than I do 😭

Last time I went there, I bought 6ml oils of:

• Azzaro Chrome

• YSL Y

• Hawas

Magnet (custom perfume... kinda CR7 vibes)

Now what type do I like?

Mostly fresh / citrusy / clean / green / blue type perfumes.

Summer mein sweet heavy scents mujhe lagta hai main perfume nahi... gulab jamun hoon.

Perfumes I liked:

• Green Hamilton 💚

• YSL Y 🔥

• Hawas (50:50 relationship status)

• Bleu de Chanel (mall me try kiya... broke my heart and budget)

• Davidoff Cool Water (friend pe smell kiya... consent ke saath hopefully)

• Nivea roll on (haan reference ke liye... judge mat karo 😂)

So based on this elite / confusing taste... what should I try at Amir & Sons?

They usually have clones/inspirations of almost every branded perfume.

Please suggest some summer beasts, fresh scents, compliment getters, office safe, date safe, train safe, sweating safe... everything 😭

If not from Amir & Sons then alternatives bhi bata do...

Help a sweaty brother out 🤝💦