Stripping away the noise, here are the 10 core movements of capital and the financial mechanics behind them.

Corporate Finance Top AAA-rated companies are abandoning the bond market and rushing to banks.

Bond yields spiked due to global panic. Corporate Treasurers are simply chasing the lowest Cost of Debt which is currently sitting with traditional banks.

The UpGrad/Unacademy M&A

UpGrad is acquiring Unacademy at a 90% markdown from its 2021 peak via an "All-Stock Deal." Mechanics: High interest rates destroyed the valuation of cash-burning growth stocks. UpGrad uses stock instead of cash to capture Unacademy's ₹900cr cash reserves without draining its own liquidity.

Tata's Semiconductor CapEx Tata is building massive fabs because the government is subsidizing 70% of the cost.

Government subsidies drastically lower the Initial Cash Outlay, artificially inflating the project's Net Present Value (NPV) and making a terrible ROI highly profitable.

Coforge & Spirit Airlines Spirit Airlines' bankruptcy in the US directly hurts Coforge in India.

Client Concentration Risk. If an IT firm relies heavily on low-margin clients (budget airlines) whose variable costs (jet fuel) just exploded, their unpaid invoices instantly turn into Bad Debt.

Vedanta Abandons the 30% Dividend Rule

Vedanta will no longer guarantee 30% of profits as dividends. As they demerge into 5 smaller companies, the board is reclaiming the power of Capital Allocation to route cash precisely to the units that need it most, rather than bleeding it out as yield.

Nestle India's Volume vs. Cost Battle

Nestle hit record profits via volume growth but warned of rising raw material costs.

Selling more volume spreads Fixed Costs, triggering High Operating Leverage. However, rising Variable Costs (wheat/milk) will test their Pricing Power can they raise the price without losing customers?

Infosys & AI Cannibalization Infosys is actively helping clients build their own tech centers and deploying AI that replaces coders. Strategic Cannibalization. They are intentionally destroying their old "billing-by-the-hour" revenue stream to ensure they aren't cut out of the future AI supply chain by competitors.

I need a logical reality check on how Big 4 recruiters and finance firms will view my profile.

I come from a science background. Took 2 drop years for JEE (ended up around 90 percentile). Joined a CS engineering program, but realized within the first year that my actual passion was finance, not coding. I dropped out, resulting in a

total of 3 gap years.

I aggressively pivoted. I am currently in my 2nd year of a BBA at MAHE (Bangalore). To compensate for the gaps, I focused entirely on hard skills and professional certifications:

Cleared US CMA (Both Parts).

Currently preparing for CFA Level 1.

Mastered Financial Modeling and Advanced Excel.

Completed multiple global finance certifications via Coursera.

I still retain my basic CS knowledge, which helps me understand automation in financial models.

My Question

I know HRs look down on 3yr academic gaps. But does clearing a professional designation like the US CMA and having hardcore financial modeling skills in my 2nd year override that past?

How should I logically frame this dropout/pivot story during Big 4 interviews for valuation or corporate finance roles?

I need a logical reality check on how Big 4 recruiters and finance firms will view my profile.

I come from a science background. Took 2 drop years for JEE (ended up around 90 percentile). Joined a CS engineering program, but realized within the first year that my actual passion was finance, not coding. I dropped out, resulting in a total of 3 gap years.

I aggressively pivoted. I am currently in my 2nd year of a BBA at MAHE (Bangalore). To compensate for the gaps, I focused entirely on hard skills and professional certifications:

Cleared US CMA (Both Parts).

Currently preparing for CFA Level 1.

Mastered Financial Modeling and Advanced Excel.

Completed multiple global finance certifications via Coursera.

I still retain my basic CS knowledge, which helps me understand automation in financial models.

My Question

I know HRs look down on 3yr academic gaps. But does clearing a professional designation like the US CMA and having hardcore financial modeling skills in my 2nd year override that past?

How should I logically frame this dropout/pivot story during Big 4 interviews for valuation or corporate finance roles?

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If you don't have money then only come here.

Sirf education me hi acha hai baki yaha kuch Acah nhi hai like koi campus life nhi hai tum ek floor ke classroom me 9-5 rhne wale ho.

Management bahut hi kharab Hai kabhi support nahin karta.

If you are thinking of joining, think only of Bengaluru campus otherwise don't join any other campus. Bangalore campus is only campus where teachers are good, other campuses are ok ok but you have to study from YouTube.

Also join this institute if you are really passionate about computer science branch and if you already know some sort of computer science subjects. But if you are like if you want to chill and explore something and figure out of your own like what I want to do in these four years then this place is not for you.

You have to study here 9 to 5 in college and then you have to study at home also at least one or 2 hour per day.

If you are not only passionate about computer science you will not survive there.

There is a great teacher here name zabi sir he teaches very well and also there is Satya sir he also teaches dsa very well here.

Just finished breaking down today's ET cover to cover. Here is the pure logic of what’s actually happening in the markets right now, stripping away the noise

1. The Macro Engine (Rupee at 94.85/$)

Oil is at $115 and the US Fed kept rates high. The result? FPIs just pulled out ₹1.8 lakh crore to chase safe US yields, and our dollar demand for oil is skyrocketing. High $ demand + high ₹ supply = Rupee crash. Imported inflation is going to hit hard.

2. The OMC Arbitrage Global bulk diesel is ~₹140/L, but retail pumps are capped at ~₹90/L. Bulk buyers (railways/defense) are exploiting this arbitrage by buying retail. OMCs are bleeding cash with negative marketing margins and their profitable bulk sales are getting destroyed.

3. "China + 1" Capex Tata Electronics just hit 75,000 employees, beating Foxconn as Apple's largest Indian manufacturer. This is a massive structural Capex shift from IT services to high-value hardware.

4. The Unsecured Credit Bubble We just hit 119 million credit cards. That is massive unsecured leverage. The RBI rejecting NBFCs' attempts to use intra-group loans as "public funds" is the regulator aggressively defending the banking system's moat before a slowdown triggers defaults.

5. Operating Leverage in IT Cognizant laying off people while buying a $600M AI firm proves the traditional IT pyramid (hire 10 juniors for every senior) is dead. AI is replacing the bottom tier. Short-term severance pain, but long-term operating leverage and margin expansion for IT giants.

That should be national breaking news. Instead, the administration at NIT Kurukshetra is trying to bury it by sending everyone on holidays

For those blindly chasing NIT/IIT tags you need a reality check on the systemic failure btw March 31 and April 16, three students took their own lives bringing the total to 4 suspected suicides within just 2 months.

They suspended academic activities, ordered students to vacate the hostels immediately, and essentially forced an extended 2.5 months holidays by merging the suspension with the upcoming summer break.

This isn't a vacation. It is a calculated administrative tactic to clear the campus, break up the protests, and silence the issue until the news cycle moves on. Yes, the Ministry of Education has intervened and the Human Rights Commission is now probing them, but the core structural rot remains. Indian engineering colleges are operating like pressure cookers with zero accountability for the students they trap inside.

We obsess over entrance exams to get into these premier institutes, but we completely ignore the toxic ground reality once you are inside. Sending students home for months doesn't solve a toxic academic and administrative environment; it just temporarily hides the evidence.

Stop blindly worshiping college tags. The management at most of these places only cares about saving their PR and reputation, not your life.

I'm seeing a lot of hype around PW IOI so I want to give a completely unfiltered reality check for anyone considering ittt EDIT 2 (Since people are still defending it, let me drop some more reality)

Campus ke naam par yahan literally kuch nahi hai. Pura clg sirf ek floor par chalta hai jisme mushkil se 5-8 classrooms h

There is zero campus life. Nothing.

Management ke naam par bhi ek bada zero hai. Inka jo mann aata hai wahi karte hain, students ki koi sunwai ya proper system nahi hai. Andar reh kar yahi feel hota hai ki at the end of the day, they only want your money and nothing else. Ab isko PR bolo ya kuch tumhari marji

Do not join if you aren't obsessed with CS.

If you have zero interest in Computer Science Engineering and are just following the herd, you will not survive seriously bro don't join .

The entire curriculum and environment are aggressively designed to mold you into a corporate employee by the end of your 4 years. If your goal is just to clear interviews and get placed, great. But if you value building your own ventures or having the freedom to explore outside a strict corporate syllabus, you will feel trapped.

If you are still figuring out what will work for me and what will work don't join here for fun you will be completely destroyed their curriculum is good but teachers are not so good here expect for banglore campus. Dusre campus me to join krne ka sochna bhi mat yaar.

Bhot bekaar faculties hai and management to hai e nhi pw ioi me think twice before joining this clg

my_qualifications 2nd year B.Tech in Computer Science

I'm seeing a lot of hype around PW IOI, so I want to give a completely unfiltered reality check for anyone considering it

1 Do not join if you aren't obsessed with CS.

If you have zero interest in Computer Science Engineering and are just following the herd, you will not survive here. The workload is intense, and you have to study extremely hard. This isn't a traditional chill college experience; it’s a strict grind.

2 Employee Factory

You need to know what you are signing up for. The entire curriculum and environment are aggressively designed to mold you into a corporate employee by the end of your 4 years.

If your goal is just to clear interviews and get placed, great. But if you value building your own ventures or having the freedom to explore outside a strict corporate syllabus, you will feel trapped.

It's a hardcore bootcamp. If you love CS and just want a job, it works. If you want a normal college life or have zero passion for coding, stay far away.

All the best for your future know before joining any clg.

If you want to do truly by your own don't join this clg it will don't allow the time to do that . Also if you love cs there are various better options available seriously

EDIT 2 (Since people are still defending it, let me drop some more reality)

Campus ke naam par yahan literally kuch nahi hai. Pura clg sirf ek floor par chalta hai jisme mushkil se 5-8 classrooms h

There is zero campus life. Nothing.

Management ke naam par bhi ek bada zero hai. Inka jo mann aata hai wahi karte hain, students ki koi sunwai ya proper system nahi hai. Andar reh kar yahi feel hota hai ki at the end of the day, they only want your money and nothing else. Ab isko PR bolo ya kuch tumhari marji

If you want to do truly by your own don't join this clg it will don't allow the time to do that. Also if you love cs there are various better options available seriouslyyyyyyyyy

I am currently a student at the Physics Wallah Institution of Innovation, and to be honest, being here is completely not the truth that they show online over there. I agree that their academic curriculum is actually good and the faculty is really great, but actually the college management is shit. These college management people are real fools and scammers, as they promise some things and also fulfill them, but only for a few months, and in those few months, these mfs just flip like crazy. The concern that I want to raise is the hostel problem that we are facing. We were promised a hostel at a property called Yello Living (a really great property), and they made a contract with them for just 11 months, and since these 11 months are completed now, they are relocating us to a very shitty place near the airport, far away from Bangalore, and also this place is 21 km away from our college, which means 1-1.5 hours of just travel from the hostel to the college and vice versa. If a student travels a minimum of 3 hours, then how would he have the energy to study? Because to do DSA and other important development concepts, your mind should not be tired; it should be fresh. Because after 3 hours of travel, you will only be cussing the college management, and then it will just fuck up your college career. So if someone is just joining this college academic, then please be careful because these college management fools will spoil your life, which will initially affect your academics, so make your decision wisely because these things really hamper your journey. You would only have one option, which is cursing your own self.