CAT 2024 Topper Interview Sahil Gupta, 99.77 Percentiler: Tips, Strategy, and Preparation Journey

CAT 2024 Topper Interview Sahil Gupta, 99.77 Percentiler: Tips, Strategy, and Preparation Journey

Himanshu ShekharUpdated on 31 Dec 2024, 02:35 PM IST

CAT 2024 Topper Interview: Cracking one of India’s toughest management entrance exams requires more than just hard work—it demands strategy, consistency, and resilience. For CAT 2024 topper - Sahil Gupta secured 99.77 CAT percentile, He quoted “My journey to CAT 2024 success has been a blend of consistent effort, strategic preparation, and maintaining a calm mindset under pressure”. Despite hurdles along the way, Sahil focused on turning challenges into opportunities. By leveraging their strengths, diligently improving on weaknesses, and maintaining a balanced approach, they emerged victorious in this highly competitive exam. Here’s an inspiring deep dive into their journey, preparation strategies, and lessons learned.

LiveIIM CAT 2025 Result (OUT) LIVE: MBA admission criteria for IIMs; CAT score weightage, cut-offsDec 26, 2025 | 11:01 PM IST

IIM Kozhikode will retain its three-stage admission process for the MBA (PGP) 2026–28 batch, with CAT 2025 scores carrying a final weightage of 35 percent. The minimum overall CAT cut-off for general category candidates remains at 85 percentile, with sectional qualifying scores required in VARC, DILR, and QA. Shortlisting of candidates will be based on CAT performance, academic record, and personal interview rounds.

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CAT 2024 Topper Interview Sahil Gupta, 99.77 Percentiler: Tips, Strategy, and Preparation Journey
CAT 2024 Topper Interview Sahil Gupta, 99.77 Percentiler

Careers360 - Congratulations on being one of the CAT 2024 toppers! What was your reaction? Did you expect this result?

Sahil - When I completed my CAT question paper, I felt quite satisfied with my performance in the CAT LRDI section. However, I was slightly disappointed with my performance in Quant and quite skeptical about CAT VARC. When I saw the response sheet, I was pleasantly surprised to find that my LRDI performance was even better than I expected, while Quant and VARC turned out to be more or less as I had anticipated. Overall, it was a mix of relief and excitement!

Careers360 - Can you tell us a little about your background?

Sahil - I completed my graduation from IIT Dhanbad, specializing in Mechanical Engineering. After that, I worked as a System Engineer, gaining valuable professional experience. Academically, I have consistently performed well, with strong scores in my 10th, 12th, and graduation. My family has also been a great source of inspiration—my sister is an IIM Lucknow graduate, and my brother serves as an SDO at UPPCL.

Careers360 - How was your exam day experience? Which slot did you appear in?

Sahil - On the day of the exam, I focused on staying calm and treating it like any other step in the process. While there was natural nervousness, I reminded myself to stay composed and not let it affect my performance. I appeared in Slot 3 and focused on maintaining a calm and composed approach throughout the exam.

Careers360 - What was your last-minute preparation strategy for CAT?

Sahil - In the last few days leading up to the exam, I focused primarily on Quant, as I felt it was the one section where quick preparation could significantly boost my score. Additionally, I made it a point to read extensively to stay sharp and focused. I also aligned my mock test schedule with the actual exam timing to build a sense of familiarity and rhythm for the D-Day.

Careers360 - In your opinion, which sections were the toughest and the easiest?

Sahil - For me, Quant was a section where most of the questions were doable, but I felt I couldn’t perform to the best of my potential. On the other hand, LRDI, especially with its DI-heavy questions, turned out to be a blessing in disguise for me. VARC, however, was the toughest section as many of the questions had similar and confusing options, making it challenging to pick the correct answer.

Careers360 - How did you approach your strong and weak areas during preparation?

Sahil - Being from an engineering background, Quant and LRDI came more naturally to me, though Quant required extensive practice, which I focused on. For VARC, throughout my mock journey, my performance was quite erratic. To improve, I made it a point to read more and more, hoping that exposure would help me tackle the section better.

Careers360 - What was your time management strategy during preparation and on exam day?

Sahil - My preparation time was relatively short, so I focused on making the most of it. The first two months were dedicated to polishing all the key CAT Quant concepts. After that, I shifted my focus to taking as many mocks as possible, followed by in-depth analysis and upsolving to identify areas for improvement. This approach helped me manage my time effectively and improve my performance consistently.

Careers360 - Did you take coaching? How helpful was your coaching institute? Do you think it’s possible to succeed through self-study?

Sahil - Most of my preparation was through self-study, much like my approach during JEE preparation. The only external help I took was a test series from TIME, which I enrolled in about 3-4 months before the actual exam. I found the mocks helpful for getting a feel of the exam pattern and time management, but I believe self-study played a more significant role in my preparation.

Careers360 - What factors do you believe contributed to your success?

Sahil - I believe the key factors that contributed to my success were staying true to my preparation and to myself. I made sure to maintain a balanced approach, giving equal importance to mind refreshment and studying. Perseverance and consistency were also crucial—I stayed focused and committed throughout the journey.

Careers360 - Have you started preparing for GD/PI/WAT? If yes, what’s your strategy?

Sahil - I've just started preparing for GD/PI/WAT. My strategy involves making a list of all the probable questions and then categorizing them based on relevance. I’m practicing my responses repeatedly and also giving mock interviews to simulate the real experience and improve my performance.

Careers360 - Which other MBA entrance exams have you appeared for or are planning to appear for?

Sahil - Apart from CAT, I have appeared for the XAT as well. I decided to focus on these two exams to give myself the best chance, and I believe both offer great opportunities for admission to top B-schools.

Careers360 - Which is your dream B-school, and from which colleges are you expecting calls?

Sahil - As is the case with many CAT exam aspirants, IIM Ahmedabad is my dream B-school. With my academic background being decent enough, I’m optimistic and hopeful for a call from them. I’m eagerly awaiting the results and looking forward to the opportunities ahead.

Careers360 - What are your hobbies?

Sahil - My hobbies include singing, and I’ve even had the opportunity to perform at my organization. I also enjoy sports, particularly badminton, cricket, and swimming, which help me stay active and unwind.

Careers360 - What relaxation or recreation methods did you follow during CAT preparation?

Sahil - During my CAT preparation, I made sure to take regular breaks to stay refreshed. I found listening to music and going for walks to be great ways to relax. And whenever I felt burnt out, I would go out with friends to recharge and clear my mind.

Careers360 - What is your message for next year’s CAT aspirants?

Sahil - My message to next year’s CAT aspirants would be that exam strategy and time management are just as important as subject knowledge. Focus on taking as many mocks as possible to simulate the real exam experience. Analyzing your weaknesses and mistakes after each mock is crucial, and don’t forget to revisit and improve upon those areas consistently.

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Questions related to CAT

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Scoring 94.3 percentile in CAT is really good, so you should feel proud of yourself. With this percentile, the top old IIMs are tough, but you still have a realistic chance in new and baby IIMs like Raipur, Trichy, Kashipur, Nagpur, Bodh Gaya, Vizag, etc. Your chances will also depend on sectional percentiles, category, academics, and work experience. Do apply widely and prepare well for WAT–PI, because a strong interview can really help.

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With a CAT 2025 percentile of 86.5, BBA graduation score of 67%, and 10th marks of 76%, you meet most of the basic academic requirements for MBA admission at Nirma University. However, Class 12 marks are an important factor to consider in your case.

Nirma University’s Institute of Management usually specifies a minimum eligibility of 50% aggregate in Class 10, Class 12, and graduation for general category candidates (45% for reserved categories). Since you have scored 48% in Class 12, you are slightly below the usual minimum requirement. This means that, strictly speaking, you may face eligibility issues at the application or shortlisting stage.

That said, Nirma University follows a composite score–based shortlisting process. CAT score, academic profile, work experience (if any), diversity factors, and performance in PI are all considered together. In some admission cycles, candidates marginally below the Class 12 cutoff have still been allowed to participate in the selection process, especially if their CAT percentile and interview performance were strong.

However, you should be realistic. A low Class 12 score does weaken your profile and cannot be fully “compensated” by CAT score alone. The PI performance can help improve your chances only if you clear the basic eligibility criteria set by the institute for that particular year. Final admission depends on institute-level scrutiny of documents.

What you should do:

  • Carefully check the latest Nirma MBA admission brochure for the exact Class 12 eligibility clause.

  • Apply if you meet the minimum eligibility or if the institute allows provisional consideration.

  • Prepare very well for the PI to justify academic improvement from Class 12 to graduation.

  • Keep backup MBA colleges that accept 85–90 percentile and have more flexible academic criteria.

In summary, admission to Nirma University is possible but uncertain due to your Class 12 marks. Your CAT score and PI can strengthen your case, but they may not completely override the minimum eligibility requirement.

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Yes, with an 89 percentile in CAT, your daughter has a good chance of securing admission in several reputed MBA colleges in India, though top IIMs may be difficult unless she has strong academic diversity, category reservation, or exceptional profile factors. At this percentile range, many well-known Tier-2 and upper Tier-3 management institutes consider candidates for their flagship MBA/PGDM programs.

Institutes such as IMI New Delhi, IMT Hyderabad, XIMB HRM, GIM Goa (certain programs), FORE School of Management, LBSIM Delhi, TAPMI Manipal (borderline), IFMR GSB, Great Lakes (PGDM) and several reputed university MBA programs actively shortlist candidates around the 85–90 percentile range. Final selection does not depend on CAT score alone; academic background, work experience, diversity, performance in GD/PI/WAT also play a significant role.

To maximise chances, she should apply to a balanced mix of colleges, prepare well for interviews, and highlight strengths such as internships, certifications, leadership roles, or work experience. If her profile is average and she aims for higher-ranked institutes, she may also consider repeating CAT with focused preparation to push her percentile above 95.

With an overall CAT percentile of around 80 and belonging to the NC-OBC category, you do have a reasonable set of MBA college options in India, including some IITs, though the older IIMs and top IIT MBA programs will be difficult at this score.

Among the IITs, you can realistically look at newer and mid-tier MBA programs. IIT Jodhpur (MBA), IIT Bhilai, IIT Jammu, and IIT Dharwad have historically considered candidates in the 75–85 percentile range under reserved categories like NC-OBC. These institutes usually evaluate candidates on a composite score that includes CAT performance, academic background, work experience (if any), and interview performance. However, IIT Bombay, Delhi, Madras, Kharagpur, Kanpur, and Roorkee typically require much higher CAT percentiles even for reserved categories, so the chances there are quite low at 80 percentile.

Apart from IITs, several good government and semi-government institutions can be strong options. NIT Trichy (DOMS), NIT Warangal (SOM), NIT Calicut (SOM), and NIT Durgapur are worth applying to, as NITs often have relatively lower cutoffs for NC-OBC candidates compared to IIMs. Central universities such as Jamia Millia Islamia, Aligarh Muslim University, University of Hyderabad, and Delhi School of Management (DTU) can also be considered, subject to their sectional cutoffs and your academic profile.

In the private B-school space, there are multiple reputed institutes where an 80 percentile with NC-OBC reservation offers a fair chance. These include IMT Nagpur and IMT Hyderabad, GIM Goa (for some programs), TAPMI Manipal, FORE School of Management, K J Somaiya Mumbai, BIMTECH Greater Noida, IRMA Anand (profile dependent), and IFMR GSB at Krea University. At these institutes, interview performance, SOP quality, and overall profile play a major role in final selection.

Overall, it is advisable to apply broadly and not rely on a single institute. Focus on newer IITs, NITs, and well-established private B-schools, and prepare thoroughly for the personal interview and group discussion rounds, as at this percentile level, strong performance beyond CAT can significantly improve your final admission chances.